- Introduction to Data Science with R - Submission & Final Thoughts

Introduction to Data Science with R - Submission & Final Thoughts

Part 7 in a in-depth hands-on tutorial introducing the viewer to Data Science with R programming. The video provides end-to-end data science training, including data exploration, data wrangling, data analysis, data visualization, feature engineering, and machine learning. All source code from vi...
Part 7 in a in-depth hands-on tutorial introducing the viewer to Data Science with R programming. The video provides end-to-end data science training, including data exploration, data wrangling, data analysis, data visualization, feature engineering, and machine learning. All source code from videos are available from GitHub.


☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData


★★★ My online data analysis courses ▶ https://school.daveondata.com


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🤖 Looking for robust training in machine learning? 🤖
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⚠ This video series is quite old now and incomplete. ⚠

👉 My new online course covers using tidymodels in R to do machine learning and covers everything you need to know (e.g., algorithms, math, bias-variance tradeoff, tuning, etc.).

Check out the following YouTube video to learn more:
📺 https://youtu.be/b6hiyLEFA_M



// THINGS HAVE CHANGED SINCE ORIGINAL VIDEO

⚠ - The data for the competition has changed since this video series was started. You can find the applicable .CSVs in the GitHub repo.

💻 GitHub: https://github.com/EasyD/IntroToDataScience

#DataScience #Rprogramming #RprogrammingForDataScience

#R (Programming Languauge); Data Analysis #Data Science #Data Analysis #Feature Engineering #Visualization #Data Wrangling #Data Exploration #R Programming #R Programming Tutorial #R Programming Training #Data Science with R #Data Scientist #Machine Learning with R #Programming #Tutorial #Training #Data Science Training #Data Science Tutorial #Machine Learning #Data Visualization #Data Science with R Programming

David Langer

※本サイトに掲載されているチャンネル情報や動画情報はYouTube公式のAPIを使って取得・表示しています。

Timetable

動画タイムテーブル

動画数:141件

Intro - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

Intro

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:00:00 - 00:01:42
Tokenization - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

Tokenization

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:01:42 - 00:05:31
Document Vectors - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

Document Vectors

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:05:31 - 00:06:40
The Naïve Bayes Algorithm - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

The Naïve Bayes Algorithm

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:06:40 - 00:10:50
The Math of Naïve Bayes - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

The Math of Naïve Bayes

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:10:50 - 00:18:10
Training the Naïve Bayes Model in Excel - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

Training the Naïve Bayes Model in Excel

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:18:10 - 00:24:46
Testing the Naïve Bayes Model in Excel - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

Testing the Naïve Bayes Model in Excel

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:24:46 - 00:28:06
What’s Next? - Analyze Text Data with Naive Bayes: Python in Excel Tutorial!

What’s Next?

Analyze Text Data with Naive Bayes: Python in Excel Tutorial!
2024年04月17日 
00:28:06 - 00:28:59
Intro - Can You Do Data Science With Python in Excel in 2024?

Intro

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:00:00 - 00:01:36
Datasets - Can You Do Data Science With Python in Excel in 2024?

Datasets

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:01:36 - 00:04:46
YES!!! minute  = Thank you David! - Can You Do Data Science With Python in Excel in 2024?

YES!!! minute = Thank you David!

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日  @recalc 様 
00:02:05 - 00:19:24
Visual Data Analysis - Can You Do Data Science With Python in Excel in 2024?

Visual Data Analysis

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:04:46 - 00:07:48
Cluster Analysis - Can You Do Data Science With Python in Excel in 2024?

Cluster Analysis

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:07:48 - 00:11:11
Decision Tree ML Models - Can You Do Data Science With Python in Excel in 2024?

Decision Tree ML Models

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:11:11 - 00:14:40
Random Forest ML Models - Can You Do Data Science With Python in Excel in 2024?

Random Forest ML Models

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:14:40 - 00:17:21
The Verdict - Can You Do Data Science With Python in Excel in 2024?

The Verdict

Can You Do Data Science With Python in Excel in 2024?
2024年04月10日 
00:17:21 - 00:19:24
Intro - Do NOT Use Python in Excel for Data Wrangling! Here's Why.

Intro

Do NOT Use Python in Excel for Data Wrangling! Here's Why.
2024年04月03日 
00:00:00 - 00:01:04
Python in Excel Architecture - Do NOT Use Python in Excel for Data Wrangling! Here's Why.

Python in Excel Architecture

Do NOT Use Python in Excel for Data Wrangling! Here's Why.
2024年04月03日 
00:01:04 - 00:02:49
Data Wrangling Options - Do NOT Use Python in Excel for Data Wrangling! Here's Why.

Data Wrangling Options

Do NOT Use Python in Excel for Data Wrangling! Here's Why.
2024年04月03日 
00:02:49 - 00:05:52
Python in Excel Wrangling Exceptions - Do NOT Use Python in Excel for Data Wrangling! Here's Why.

Python in Excel Wrangling Exceptions

Do NOT Use Python in Excel for Data Wrangling! Here's Why.
2024年04月03日 
00:05:52 - 00:07:36
Python in Excel’s Future - Do NOT Use Python in Excel for Data Wrangling! Here's Why.

Python in Excel’s Future

Do NOT Use Python in Excel for Data Wrangling! Here's Why.
2024年04月03日 
00:07:36 - 00:10:08
Intro - Does Python in Excel Replace Excel Charts?

Intro

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:00:00 - 00:01:05
Faceting Data Visualizations - Does Python in Excel Replace Excel Charts?

Faceting Data Visualizations

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:01:05 - 00:01:47
Faceted Histograms - Does Python in Excel Replace Excel Charts?

Faceted Histograms

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:01:47 - 00:04:31
Faceted Bar Charts - Does Python in Excel Replace Excel Charts?

Faceted Bar Charts

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:04:31 - 00:05:56
Faceted Scatter Plots - Does Python in Excel Replace Excel Charts?

Faceted Scatter Plots

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:05:56 - 00:07:27
Faceted Strip Plots - Does Python in Excel Replace Excel Charts?

Faceted Strip Plots

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:07:27 - 00:08:19
Violin Plots - Does Python in Excel Replace Excel Charts?

Violin Plots

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:08:19 - 00:09:13
Faceted Violin Plots - Does Python in Excel Replace Excel Charts?

Faceted Violin Plots

Does Python in Excel Replace Excel Charts?
2024年03月28日 
00:09:13 - 00:10:56
Into - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Into

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:00:00 - 00:00:58
Types of Machine Learning - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Types of Machine Learning

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:00:58 - 00:03:24
Decision Trees - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Decision Trees

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:03:24 - 00:05:08
Random Forests - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Random Forests

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:05:08 - 00:07:53
K-Means Clustering - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

K-Means Clustering

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:07:53 - 00:11:11
Logistic Regression - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Logistic Regression

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:11:11 - 00:13:15
Linear Regression - Python in Excel Makes Machine Learning a MUST-HAVE in 2024!

Linear Regression

Python in Excel Makes Machine Learning a MUST-HAVE in 2024!
2024年03月20日 
00:13:15 - 00:16:17
Intro - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

Intro

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:00:00 - 00:01:03
Power Query Introduction - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

Power Query Introduction

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:01:03 - 00:06:09
SQL Introduction - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

SQL Introduction

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:06:09 - 00:11:00
Power Query Pros & Cons - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

Power Query Pros & Cons

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:11:00 - 00:14:22
SQL Pros & Cons - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

SQL Pros & Cons

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:14:22 - 00:18:15
Which You Should Use - SQL vs. Power Query – What You Should Use for Python in Excel in 2024!

Which You Should Use

SQL vs. Power Query – What You Should Use for Python in Excel in 2024!
2024年03月14日 
00:18:15 - 00:20:42
Intro - Python in Excel vs. VBA - What You Should Learn in 2024!

Intro

Python in Excel vs. VBA - What You Should Learn in 2024!
2024年03月06日 
00:00:00 - 00:00:37
VBA Overview - Python in Excel vs. VBA - What You Should Learn in 2024!

VBA Overview

Python in Excel vs. VBA - What You Should Learn in 2024!
2024年03月06日 
00:00:37 - 00:04:16
Python in Excel Overview - Python in Excel vs. VBA - What You Should Learn in 2024!

Python in Excel Overview

Python in Excel vs. VBA - What You Should Learn in 2024!
2024年03月06日 
00:04:16 - 00:07:33
The Question is Answered - Python in Excel vs. VBA - What You Should Learn in 2024!

The Question is Answered

Python in Excel vs. VBA - What You Should Learn in 2024!
2024年03月06日 
00:07:33 - 00:10:05
Intro - Python in Excel Makes Power Query a MUST-HAVE in 2024!

Intro

Python in Excel Makes Power Query a MUST-HAVE in 2024!
2024年02月28日 
00:00:00 - 00:01:22
Sizing the Data - Python in Excel Makes Power Query a MUST-HAVE in 2024!

Sizing the Data

Python in Excel Makes Power Query a MUST-HAVE in 2024!
2024年02月28日 
00:01:22 - 00:05:59
Loading All the Data - Python in Excel Makes Power Query a MUST-HAVE in 2024!

Loading All the Data

Python in Excel Makes Power Query a MUST-HAVE in 2024!
2024年02月28日 
00:05:59 - 00:08:54
Visualize the Data with a Count Plot - Python in Excel Makes Power Query a MUST-HAVE in 2024!

Visualize the Data with a Count Plot

Python in Excel Makes Power Query a MUST-HAVE in 2024!
2024年02月28日 
00:08:54 - 00:10:20
Visualize the Data with Histograms - Python in Excel Makes Power Query a MUST-HAVE in 2024!

Visualize the Data with Histograms

Python in Excel Makes Power Query a MUST-HAVE in 2024!
2024年02月28日 
00:10:20 - 00:13:19
Intro - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

Intro

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:00:00 - 00:01:03
The Data - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

The Data

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:01:03 - 00:02:23
Logistic Regression Using Solver - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

Logistic Regression Using Solver

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:02:23 - 00:04:38
Loading the Data into Python - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

Loading the Data into Python

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:04:38 - 00:06:31
Wrangling the Data - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

Wrangling the Data

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:06:31 - 00:08:21
The Logistic Regression Model - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

The Logistic Regression Model

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:08:21 - 00:09:56
The Model Summary - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

The Model Summary

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:09:56 - 00:11:49
Interpreting the Model - Solver vs. Python in Excel - Which is Best for Logisitc Regression?

Interpreting the Model

Solver vs. Python in Excel - Which is Best for Logisitc Regression?
2024年02月21日 
00:11:49 - 00:14:41
Intro - Python Crash Course: Part 13 -  Using Lambdas

Intro

Python Crash Course: Part 13 - Using Lambdas
2024年02月20日 
00:00:00 - 00:00:30
Your First Lambda - Python Crash Course: Part 13 -  Using Lambdas

Your First Lambda

Python Crash Course: Part 13 - Using Lambdas
2024年02月20日 
00:00:30 - 00:02:45
Lambdas Are Objects - Python Crash Course: Part 13 -  Using Lambdas

Lambdas Are Objects

Python Crash Course: Part 13 - Using Lambdas
2024年02月20日 
00:02:45 - 00:05:07
Passing Lambdas to Functions - Python Crash Course: Part 13 -  Using Lambdas

Passing Lambdas to Functions

Python Crash Course: Part 13 - Using Lambdas
2024年02月20日 
00:05:07 - 00:07:39