David Langerの動画一覧です。 https://ml.streamdb.net/videos-rss/c/UCRhUp6SYaJ7zme4Bjwt28DQ Wed, 17 Apr 24 21:30:36 +0900 https://ml.streamdb.net/timelines/v/p9TwKr5CY4w Wed, 17 Apr 24 21:30:36 +0900 00:00:00 Intro 00:01:42 Tokenization 00:05:31 Document Vectors 00:06:40 The Naïve Bayes Algorithm 00:10:50 The Math of Naïve Bayes 00:18:10 Training the Naïve Bayes Model in Excel 00:24:46 Testing the Naïve Bayes Model in Excel 00:28:06 What’s Next? Analyze Text Data with Naive Bayes: Python in Excel Tutorial! Data science is THE BEST use case for Python in Excel! Want to have more impact at work? Do you have text data? Use Python in Excel to analyze it! Text data is in Word docs, customer service chats, notes fields in IT systems. Text data is everywhere in every organization. With Python in Excel, you can now harvest the value hidden in your text data. I will use the Naïve Bayes machine learning technique with text documents in this video. Naïve Bayes is commonly used in text analytics to classify documents. A real-world scenario where Naïve Bayes has been successfully used for years is classifying emails and text messages as illegitimate (i.e., spam) or legitimate (i.e., ham). ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:42 Tokenization 05:31 Document Vectors 06:40 The Naïve Bayes Algorithm 10:50 The Math of Naïve Bayes 18:10 Training the Naïve Bayes Model in Excel 24:46 Testing the Naïve Bayes Model in Excel 28:06 What’s Next? -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython -------------------------------------------------------------------------------------------- GET THE MICROSOFT EXCEL WORKBOOK -------------------------------------------------------------------------------------------- Here's the link to the GitHub for my Python in Excel video workbooks: https://github.com/DaveOnData/PythonInExcelYouTube NOTE - You have to have access to Python in Excel to run the code! #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #naive bayes #text analytics #naive bayes algorithm #naive bayes classifier #spam filter #spam filtering #naive bayes excel #python #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #naive bayes #text analytics #naive bayes algorithm #naive bayes classifier #spam filter #spam filtering #naive bayes excel #python https://ml.streamdb.net/timelines/v/unlWo6KEluA Wed, 10 Apr 24 21:30:42 +0900 00:00:00 Intro 00:01:36 Datasets 00:04:46 Visual Data Analysis 00:07:48 Cluster Analysis 00:11:11 Decision Tree ML Models 00:14:40 Random Forest ML Models 00:17:21 The Verdict 00:02:05 YES!!! minute = Thank you David! Can You Do Data Science With Python in Excel in 2024? Data science is the top use case for Python in Excel! However, a fundamental question remains - can you do real data science with Python in Excel? I have tested Python in Excel's scalability with various real-world data science scenarios and report my findings in this video. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:36 Datasets 04:46 Visual Data Analysis 07:48 Cluster Analysis 11:11 Decision Tree ML Models 14:40 Random Forest ML Models 17:21 The Verdict -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel https://ml.streamdb.net/timelines/v/rMjtcsmHf9g Wed, 03 Apr 24 21:30:37 +0900 Do NOT Use Python in Excel for Data Wrangling! Here's Why. In 2024, using Python in Excel for data wrangling isn't a great idea. Surprised? All will be clear when you consider how Python in Excel works behind the scenes. Data wrangling is one of the most important tasks in analytics. Estimates are 60-80% of the time required for analytics projects (especially advanced analytics projects) is spent on acquiring, filtering, cleaning, combining, enriching, and transforming data. As a hands-on analytics professional, I can tell you this is no exaggeration! Trust me. You want to use the best technology for your data wrangling. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:04 Python in Excel Architecture 02:49 Data Wrangling Options 05:52 Python in Excel Wrangling Exceptions 07:36 Python in Excel’s Future -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel https://ml.streamdb.net/timelines/v/J7QjOqNSmVI Thu, 28 Mar 24 21:30:23 +0900 Does Python in Excel Replace Excel Charts? As powerful as Microsoft Excel charts are, they can't do everything. Enter the power of Python in Excel for data visualization! Building your visual data analysis skills is a great place to start if you want to have more impact at work using data. The combination of Excel charts and Python in Excel is like chocolate and peanut butter - better together. Check out what Python in Excel makes possible - you won't regret it! ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:05 Faceting Data Visualizations 01:47 Faceted Histograms 04:31 Faceted Bar Charts 05:56 Faceted Scatter Plots 07:27 Faceted Strip Plots 08:19 Violin Plots 09:13 Faceted Violin Plots -------------------------------------------------------------------------------------------- MY EDA TUTORIAL SERIES ON YOUTUBE -------------------------------------------------------------------------------------------- My 7-part tutorial series will teach you exploratory data analysis (EDA) with Excel. Here's the playlist link: https://www.youtube.com/playlist?list=PLTJTBoU5HOCRFQhfU1gg2ciNpS_evWKR7 -------------------------------------------------------------------------------------------- VIOLIN PLOT TUTORIAL -------------------------------------------------------------------------------------------- Here's a link to good tutorial on how to read violin plots: https://mode.com/blog/violin-plot-examples #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #excel charts #excel data visualization #python data visualization #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #excel charts #excel data visualization #python data visualization https://ml.streamdb.net/timelines/v/xbiebHODXV8 Wed, 20 Mar 24 21:30:47 +0900 Python in Excel Makes Machine Learning a MUST-HAVE in 2024! Using machine learning to analyze your data is THE single best use case for Python in Excel! In this video, I cover the 5 must-have machine learning techniques for Python in Excel. While I’ve been teaching professionals machine learning skills for years, I was never more excited than when I was introduced to the Python in Excel feature in August 2023. Python in Excel is a game-changer. It makes it ridiculously easy for professionals like you to build machine learning skills that are actually useful in the real world. Are you ready to have more impact at work using data? ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Into 00:58 Types of Machine Learning 03:24 Decision Trees 05:08 Random Forests 07:53 K-Means Clustering 11:11 Logistic Regression 13:15 Linear Regression -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #machine learning #python machine learning #machine learning excel #python in excel machine learning #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #machine learning #python machine learning #machine learning excel #python in excel machine learning https://ml.streamdb.net/timelines/v/jYR9B6Gz5vc Thu, 14 Mar 24 21:30:26 +0900 SQL vs. Power Query – What You Should Use for Python in Excel in 2024! Using SQL or Power Query is the best way to get high-quality data for your Python in Excel analyses. However, choosing which is best isn't straightforward. In this video, I discuss choosing between SQL or Power Query based on your situation. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:03 Power Query Introduction 06:09 SQL Introduction 11:00 Power Query Pros & Cons 14:22 SQL Pros & Cons 18:15 Which You Should Use -------------------------------------------------------------------------------------------- MY FAVORITE POWER QUERY BOOK -------------------------------------------------------------------------------------------- https://www.amazon.com/Collect-Combine-Transform-Business-Skills/dp/1509307958/ -------------------------------------------------------------------------------------------- MY SQL FOR EXCEL USERS TUTORIAL SERIES -------------------------------------------------------------------------------------------- Part 1 - Overview: https://youtu.be/g1h-9VSjawY Part 2 - Basic Tables: https://youtu.be/otzlxjKCJ38 Part 3 - Basic Filters: https://youtu.be/CLAESLlHjgk #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #power query #excel power query #python vs power query #python or power query #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #power query #excel power query #python vs power query #python or power query https://ml.streamdb.net/timelines/v/fH-_O9_SHqo Wed, 06 Mar 24 22:30:16 +0900 Python in Excel vs. VBA - What You Should Learn in 2024! Don't waste time! Learning Python in Excel or VBA should match your career goals. Python in Excel and VBA are powerful but address very different scenarios for Microsoft Excel users. In this video, I discuss choosing the right option to achieve your goals. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:37 VBA Overview 04:16 Python in Excel Overview 07:33 The Question is Answered -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #excel vba #vba #python vs vba #python or vba #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #excel vba #vba #python vs vba #python or vba https://ml.streamdb.net/timelines/v/0ICD9zMMzZ4 Wed, 28 Feb 24 22:30:01 +0900 Python in Excel Makes Power Query a MUST-HAVE in 2024! Power Query and Python in Excel are like chocolate and peanut butter - better together! Skills with Power Query are a must in 2024 if you want to supercharge your analytics. The combination of Power Query and Python makes Excel a complete technology stack for doing data science. For example, sourcing 300,000 rows from a database so that you can craft new and powerful insights using Python in Excel. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:22 Sizing the Data 05:59 Loading All the Data 08:54 Visualize the Data with a Count Plot 10:20 Visualize the Data with Histograms -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #power query #excel power query #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #power query #excel power query https://ml.streamdb.net/timelines/v/ekT4Dx0D0qY Wed, 21 Feb 24 22:30:17 +0900 Solver vs. Python in Excel - Which is Best for Logisitc Regression? While logistic regression analysis is super useful to ANY professional, it's traditionally been a pain in Microsoft Excel. Not anymore! Python in Excel makes performing powerful logistic regression analyses easy. Just in case you're unfamiliar with logistic regression, it's a technique where you craft a predictive model where what you are trying to predict is Yes/No: Does this patient have heart disease? Should we approve this loan application? Is this credit card authorization fraudulent? Using logistic regression analysis is universal. Whether you work in healthcare, government, marketing, customer service, or finance doesn't matter. Logistic regression with Python in Excel is a great tool for having more impact at work using data. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:03 The Data 02:23 Logistic Regression Using Solver 04:38 Loading the Data into Python 06:31 Wrangling the Data 08:21 The Logistic Regression Model 09:56 The Model Summary 11:49 Interpreting the Model -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel https://ml.streamdb.net/timelines/v/2YyrgxmDnv0 Tue, 20 Feb 24 22:30:03 +0900 Python Crash Course: Part 13 - Using Lambdas Python lambdas are mini-functions without names. Sound strange? Turns out you use lambdas all the time in your Python code for analytics and data science! For example, writing lambdas is common when using the mighty pandas library to clean and transform your data before analyzing it. This crash course video will introduce you to using lambdas in your Python code. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:30 Your First Lambda 02:45 Lambdas Are Objects 05:07 Passing Lambdas to Functions -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python lambda #python lambdas #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python lambda #python lambdas https://ml.streamdb.net/timelines/v/O479uWMe_F0 Wed, 14 Feb 24 22:30:25 +0900 Excel Users: Do This to WOW Your Leaders! Ready to supercharge your analytics with Python in Excel? You can learn my battle-tested technique for finding new insights in your data and delighting your leaders! This technique is universal. Whether you work in healthcare, government, marketing, customer service, or finance doesn't matter. Python in Excel is your gateway to having more impact at work using data. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:06 The Data 02:58 Loading the Data into Python 05:43 Scaling the Data 07:46 Clustering the Data with K-Means 10:29 Training the Machine Learning Model 12:10 Evaluating the ML Model 13:46 Interpreting the Clusters -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython -------------------------------------------------------------------------------------------- GET THE MICROSOFT EXCEL WORKBOOK -------------------------------------------------------------------------------------------- Here's the link to the GitHub for my Python in Excel video workbooks: https://github.com/DaveOnData/PythonInExcelYouTube NOTE - You have to have access to Python in Excel to run the code! #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel https://ml.streamdb.net/timelines/v/L5YnQoEMA_A Tue, 13 Feb 24 22:30:14 +0900 Python Crash Course: Part 12 - Writing Functions Python functions are the primary way you bundle your code for reuse when using Python for analytics and data science. For example, cleaning data before analyzing it. This crash course video will teach you how to write Python functions. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Video Intro 00:36 Introducing Functions 08:18 Function Parameters 15:04 Variable Scope -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python functions #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python functions https://ml.streamdb.net/timelines/v/eg-13ffiggI Mon, 12 Feb 24 22:30:14 +0900 Finally! Powerful Cluster Analysis with Microsoft Excel is HERE! Cluster analysis using Python in Excel is valuable to ANY professional wanting to have more impact at work using data! Python in Excel is a game-changer for professionals who want to delight stakeholders with insights that are just not possible with out-of-the-box Microsoft Excel features. Cluster analysis with Python in Excel is a perfect example. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:47 The Data 02:44 Loading Data into Python 05:13 Scaling the Data 07:48 Clustering with K-means 10:28 Output the DataFrame 11:17 Analyzing the Clusters -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython -------------------------------------------------------------------------------------------- GET THE MICROSOFT EXCEL WORKBOOK -------------------------------------------------------------------------------------------- Here's the link to the GitHub for my Python in Excel video workbooks: https://github.com/DaveOnData/PythonInExcelYouTube NOTE - You have to have access to Python in Excel to run the code! #pythoninexcel #pythonexcel #pythonforexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel #pythoninexcel #python excel #python in excel #python for excel #pythonforexcel #pythonexcel https://ml.streamdb.net/timelines/v/SKrrxKgkKG8 Thu, 08 Feb 24 22:30:12 +0900 Python Crash Course: Part 11 - Using List Comprehensions List comprehensions are the pythonic way of building new lists from existing lists. Think of list comprehensions as a specialized for loop. This crash course video will teach you how to work with list comprehensions in your Python code. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:37 List Comprehension Basics 02:50 Filtering List Comprehensions 04:50 Using Functions with List Comprehensions -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #list comprehension #list comprehension python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #list comprehension #list comprehension python https://ml.streamdb.net/timelines/v/Pd2HL0abaEA Wed, 07 Feb 24 22:30:11 +0900 Machine Learning with Microsoft Excel? Yes, PLEASE! Analyzing data using machine learning is a killer scenario for Python in Excel. In this video, I demonstrate how to train a machine learning model and interpret the patterns it finds in the data. Python in Excel is a game-changer for professionals who want to delight stakeholders with insights that are just not possible with out-of-the-box Microsoft Excel features. Analyzing data using machine learning is just one powerful example. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 01:24 The Data 04:40 Training the ML Model 13:18 Interpreting the ML Model 15:45 Evaluating the ML Model 19:18 Wrap-up -------------------------------------------------------------------------------------------- FREE MACHINE LEARNING CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python in Excel skills make possible, be sure to check out my FREE on-demand machine learning crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Machine learning with Python in Excel. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython -------------------------------------------------------------------------------------------- GET THE MICROSOFT EXCEL WORKBOOK -------------------------------------------------------------------------------------------- Here's the link to the GitHub for my Python in Excel video workbooks: https://github.com/DaveOnData/PythonInExcelYouTube NOTE - You have to have access to Python in Excel to run the code! #pythoninexcel #pythonexcel #pythonforexcel #python in excel #python for excel #python excel #python in excel #python for excel #python excel https://ml.streamdb.net/timelines/v/ubFASnw1bdc Tue, 06 Feb 24 22:30:31 +0900 Python Crash Course: Part 10 - For Loops & While Loops Want to control your Python code? This is where for loops and while loops come into play! Part 10 of this tutorial series is all about looping in Python. Control flow is critical when using Python code for analytics and data science. In this video, learn just what you need to know about for loops and while loops. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:35 For Loops 09:29 While Loops 16:46 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #python for loop #python while loop #for loops #while loops #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #python for loop #python while loop #for loops #while loops https://ml.streamdb.net/timelines/v/uGQm7ZccHNw Mon, 05 Feb 24 22:30:21 +0900 EXCEL USERS: Is Python in Excel Right for YOU? Python in Excel is a game-changer in 2024! This short video will help you determine if Python in Excel is right for you. Two fundamental questions will help you determine if putting in the time to learn Python in Excel is right for your career goals. As I mention in the video, if Python in Excel is right for you, be sure to check out the following video on my channel for how to get started NOW: 📺 https://youtu.be/0iV4FtpSriY ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:54 1st Question to Ask Yourself 02:31 2nd Question to Ask Yourself 05:34 How to Get Started NOW! -------------------------------------------------------------------------------------------- MY FREE PYTHON CRASH COURSE ON YOUTUBE -------------------------------------------------------------------------------------------- 📺 Part 1 - Introduction https://youtu.be/gtnwA24-N5s 📺 Installing Anaconda Python on Windows https://youtu.be/BFTEA9Jt7hI 📺 Installing Anaconda Python on Mac https://youtu.be/AX40aqRVlAw 📺 Part 2 - What is Python? https://youtu.be/R5HV1XWBV3g 📺 Part 3 - Using Jupyter Notebooks https://youtu.be/5wibG8wOXB8 -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #pythonforexcel #python in excel #python excel #python for excel #python in excel #python excel #python for excel https://ml.streamdb.net/timelines/v/fcB_DQhdyck Thu, 01 Feb 24 22:30:14 +0900 Python Crash Course: Part 9 - If/Else Statements Want to control your Python code? This is where if/else statements come into play! Part 9 of this tutorial series introduces you to the fundamentals of control flow, starting with if/else statements. Control flow is critical when using Python code for analytics and data science. In this video, learn just what you need to know about if/else statements. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:40 Introducing If/Else Statements 06:54 Elif (Else-If) 08:17 If, Else, & Logical Operators 10:52 Using Parentheses 12:24 Using Comparison Operators 14:10 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #python if statements #python if else statement #python if else #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python control flow #python if statements #python if else statement #python if else https://ml.streamdb.net/timelines/v/mpew25qPAlE Wed, 31 Jan 24 22:30:20 +0900 Excel Users: What You NEED to Learn for Python in Excel! Don't waste time! This video shows you what you need to learn to get the most out of Python in Excel to become a data rockstar at work. Make no mistake. In 2024, there will be two kinds of Excel users. Those with Python in Excel skills and those without. You DO NOT want to be in the second group. If you're ready to differentiate yourself at work with powerful analytics and data science skills, this video will provide you with a Python in Excel roadmap. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:40 You Need to Learn Basic Python 01:38 You Need to Learn pandas and seaborn 04:21 You Need to Learn statsmodels 06:28 You Need to Learn scikit-learn 08:42 The Two Kinds of Excel Users -------------------------------------------------------------------------------------------- MY FREE PYTHON CRASH COURSE ON YOUTUBE -------------------------------------------------------------------------------------------- 📺 Part 1 - Introduction https://youtu.be/gtnwA24-N5s 📺 Installing Anaconda Python on Windows https://youtu.be/BFTEA9Jt7hI 📺 Installing Anaconda Python on Mac https://youtu.be/AX40aqRVlAw 📺 Part 2 - What is Python? https://youtu.be/R5HV1XWBV3g 📺 Part 3 - Using Jupyter Notebooks https://youtu.be/5wibG8wOXB8 -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #pythoninexcel #pythonexcel #python #python in excel #python excel #python in excel #python excel https://ml.streamdb.net/timelines/v/abkPCYHCUX4 Tue, 30 Jan 24 22:30:01 +0900 Python Crash Course: Part 8 - Slicing Data Slicing data is a fundamental skill for using Python in analytics and data science - so learn how to do it with this video! Python slicing is how you access subsets of the data stores in lists, strings, and tuples. Not surprisingly, you're using slicing a lot in your Python code. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:36 Indexing a String 02:55 Negative Indexing a Tuple 04:10 Slicing a List 06:46 Slicing From the Beginning 07:49 Slicing Until the End 08:22 Striding -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python slicing #python data slicing #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python slicing #python data slicing https://ml.streamdb.net/timelines/v/0iV4FtpSriY Mon, 29 Jan 24 22:30:00 +0900 EXCEL USERS: How to Start with Python in Excel NOW! Are you stuck waiting for access to Python in Excel? Don't wait! Here's how you start NOW! Here's the secret... You don't need access to Python in Excel to begin building Python in Excel skills. This video explains what you need to start with Python in Excel today - even if you don't have access yet. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:57 Nugget #1 - 99% of Python code is the same! 01:25 Nugget #2 - Learn a subset of Python 02:46 Nugget #3 - Python in Excel runs on Anaconda 04:10 My Free Python Crash Course -------------------------------------------------------------------------------------------- MY FREE PYTHON CRASH COURSE ON YOUTUBE -------------------------------------------------------------------------------------------- 📺 Part 1 - Introduction https://youtu.be/gtnwA24-N5s 📺 Installing Anaconda Python on Windows https://youtu.be/BFTEA9Jt7hI 📺 Installing Anaconda Python on Mac https://youtu.be/AX40aqRVlAw 📺 Part 2 - What is Python? https://youtu.be/R5HV1XWBV3g 📺 Part 3 - Using Jupyter Notebooks https://youtu.be/5wibG8wOXB8 #python #pythoninexcel #pythonexcel #Python in Excel #Python Excel #Python in Excel #Python Excel https://ml.streamdb.net/timelines/v/bFHXpHlDyf4 Thu, 25 Jan 24 23:30:18 +0900 Python Crash Course: Part 7 - Tuples and Sets Explained Python tuples and sets are the last fundamental data structures you must learn when writing Python code for analytics and data science. Part 7 of this Python crash course introduces you to working with Python tuples and sets via hands-on coding. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:38 Explaining Python Tuples with Code 06:05 Explaining Python Sets with Code 10:33 Saving Your Jupyter Notebook 10:53 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python tuples #python sets #python tuples and sets #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python tuples #python sets #python tuples and sets https://ml.streamdb.net/timelines/v/XFBM4je9NgU Tue, 23 Jan 24 23:00:31 +0900 Python Crash Course: Part 5 - Python Lists Revealed! Python lists are a fundamental data structure you use all the time when writing Python code for analytics and data science. Part 5 of this Python crash course introduces you to working with Python lists via hands-on coding. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:34 Data Table Columns Are Value Collections 01:47 Revealing Python Lists with Code 13:28 Saving Your Jupyter Notebook 13:44 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python lists #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python lists https://ml.streamdb.net/timelines/v/Jw9guHkH7u0 Tue, 23 Jan 24 23:00:15 +0900 Python Crash Course: Part 6 - Python Dictionaries 101 Python dictionaries are a fundamental data structure you use all the time when writing Python code for analytics and data science. Part 6 of this Python crash course introduces you to working with Python dictionaries via hands-on coding. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:35 Data Tables Are Collections of Columns 01:35 Python Dictionaries with Code 13:13 Saving Your Jupyter Notebook 13:32 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python dictionaries #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python dictionaries https://ml.streamdb.net/timelines/v/9L9w0KLaY8g Thu, 18 Jan 24 23:00:07 +0900 Python Crash Course: Part 4 - Understanding Data Types Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. Part 4 of this Python crash course introduces you to fundamental Python data types: ints, floats, strings, and booleans. These are the building blocks for analytics and data science using Python ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:41 Data Table Columns Have Types 07:19 Integers 25:16 Floats 34:54 Strings 49:57 Booleans 59:27 Free Data Science Crash Courses -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python data types #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python data types https://ml.streamdb.net/timelines/v/gtnwA24-N5s Tue, 16 Jan 24 23:00:35 +0900 Python Crash Course: Part 1 - Introduction Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. Part 1 of this Python crash course covers what you can expect from the videos in this tutorial series. The goal is to help you determine if this crash course suits your career goals. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners https://ml.streamdb.net/timelines/v/R5HV1XWBV3g Tue, 16 Jan 24 23:00:20 +0900 Python Crash Course: Part 2 - What is Python? Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. Part 2 of this Python crash course is a high level introduction to Python - especially as how it relates to analytics and data science. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners https://ml.streamdb.net/timelines/v/AX40aqRVlAw Tue, 16 Jan 24 23:00:10 +0900 Python Crash Course: Installing Python on Mac Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. This video shows you how to install Anaconda Python and the plotnine data visualization library on your Apple Mac computer. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners https://ml.streamdb.net/timelines/v/BFTEA9Jt7hI Tue, 16 Jan 24 23:00:08 +0900 Python Crash Course: Installing Python on Windows Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. This video shows you how to install Anaconda Python and the plotnine data visualization library on your Windows computer. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners https://ml.streamdb.net/timelines/v/5wibG8wOXB8 Tue, 16 Jan 24 23:00:05 +0900 Python Crash Course: Part 3 - Using Jupyter Notebooks Are you ready to have more impact at work with analytics and data science powered by Python? This crash course is designed for ANY professional to learn the subset of Python needed to analyze data. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. Part 3 of this Python crash course introduces you to using Jupyter Notebooks for writing and sharing your Python analytics and data science code. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWithPython 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWithPython 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython #python #pythonprogramming #pythontutorial #pythonforbeginners #pythoncrashcourse #pythoncourse #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners #python #python coding #python tutorial #python crash course #python skills #python course #analytics #data science #python for beginners