Reading from and Writing to Files using Python(03:31:25 - 04:02:59) - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Reading from and Writing to Files using Python(03:31:25 - 04:02:59)
Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Learn the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis in this course for beginners. This was originally presented as a live course.

By the end of the course, you will be able to build an end-to-end real-world course project and earn a verified certificate o...
Learn the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis in this course for beginners. This was originally presented as a live course.

By the end of the course, you will be able to build an end-to-end real-world course project and earn a verified certificate of accomplishment. There are no prerequisites for this course.

Learn more and register for a certificate of accomplishment here: http://zerotopandas.com

This full course video includes 6 lectures (all in this video):
• Introduction to Programming with Python
• Next Steps with Python
• Numerical Computing with Numpy
• Analyzing Tabular Data with Pandas
• Visualization with Matplotlib and Seaborn
• Exploratory Data Analysis - A Case Study

💻 Code References
• First steps with Python: https://jovian.ai/aakashns/first-steps-with-python
• Variables and data types: https://jovian.ai/aakashns/python-variables-and-data-types
• Conditional statements and loops: https://jovian.ai/aakashns/python-branching-and-loops
• Functions and scope: https://jovian.ai/aakashns/python-functions-and-scope
• Working with OS & files: https://jovian.ai/aakashns/python-os-and-filesystem
• Numerical computing with Numpy: https://jovian.ai/aakashns/python-numerical-computing-with-numpy
• 100 Numpy exercises: https://jovian.ai/aakashns/100-numpy-exercises
• Analyzing tabular data with Pandas: https://jovian.ai/aakashns/python-pandas-data-analysis
• Matplotlib & Seaborn tutorial: https://jovian.ai/aakashns/python-matplotlib-data-visualization
• Data visualization cheat sheet: https://jovian.ai/aakashns/dataviz-cheatsheet
• EDA on StackOverflow Developer Survey: https://jovian.ai/aakashns/python-eda-stackoverflow-survey
• Opendatasets python package: https://github.com/JovianML/opendatasets
• EDA starter notebook: https://jovian.ai/aakashns/zerotopandas-course-project-starter

⭐️ Course Contents ⭐️
0:00:00 Course Introduction

Lecture 1
0:01:42 Python Programming Fundamentals
0:02:40 Course Curriculum
0:05:24 Notebook - First Steps with Python and Jupyter
0:08:30 Performing Arithmetic Operations with Python
0:11:34 Solving Multi-step problems using variables
0:20:17 Combining conditions with Logical operators
0:22:22 Adding text using Markdown
0:23:50 Saving and Uploading to Jovian
0:26:38 Variables and Datatypes in Python
0:31:28 Built-in Data types in Python
1:07:19 Further Reading

Lecture 2
1:08:46 Branching Loops and Functions
1:09:02 Notebook - Branching using conditional statements and loops in Python
1:09:24 Branching with if, else, elif
1:15:25 Non Boolean conditions
1:19:00 Iteration with while loops
1:28:57 Iteration with for loops
1:36:27 Functions and scope in Python
1:36:53 Creating and using functions
1:42:24 Writing great functions in Python
1:45:38 Local variables and scope
2:08:19 Documentation functions using Docstrings
2:11:40 Exercise - Data Analysis for Vacation Planning

Lecture 3
2:17:17 Numercial Computing with Numpy
2:18:00 Notebook - Numerical Computing with Numpy
2:26:09 From Python Lists to Numpy Arrays
2:29:09 Operating on Numpy Arrays
2:34:33 Multidimensional Numpy Arrays
3:03:41 Array Indexing and Slicing
3:17:49 Exercises and Further Reading
3:20:50 Assignment 2 - Numpy Array Operations
3:29:16 100 Numpy Exercises
3:31:25 Reading from and Writing to Files using Python

Lecture 4
4:02:59 Analysing Tabular Data with Pandas
4:03:58 Notebook - Analyzing Tabular Data with Pandas
4:16:33 Retrieving Data from a Data Frame
4:32:00 Analyzing Data from Data Frames
4:36:27 Querying and Sorting Rows
5:01:45 Grouping and Aggregation
5:11:26 Merging Data from Multiple Sources
5:26:00 Basic Plotting with Pandas
5:38:27 Assignment 3 - Pandas Practice

Lecture 5
5:52:48 Visualization with Matplotlib and Seaborn
5:54:04 Notebook - Data Visualization with Matplotlib and Seaborn
6:06:43 Line Charts
6:11:27 Improving Default Styles with Seaborn
6:16:51 Scatter Plots
6:28:14 Histogram
6:38:47 Bar Chart
6:50:00 Heatmap
6:57:08 Displaying Images with Matplotlib
7:03:37 Plotting multiple charts in a grid
7:15:42 References and further reading
7:20:17 Course Project - Exploratory Data Analysis

Lecture 6
7:49:56 Exploratory Data Analysis - A Case Study
7:50:55 Notebook - Exploratory Data Analysis - A case Study
8:04:36 Data Preparation and Cleaning
8:19:37 Exploratory Analysis and Visualization
8:54:02 Asking and Answering Questions
9:22:57 Inferences and Conclusions
9:25:00 References and Future Work
9:29:41 Setting up and running Locally
9:34:21 Project Guidelines
9:45:00 Course Recap
9:48:01 What to do next?
9:49:10 Certificate of Accomplishment
9:50:11 What to do after this course?
9:52:16 Jovian Platform

✏️ This course is taught by Aakash N S, co-founder, and CEO of Jovian.

Jovian's YouTube channel: https://youtube.com/jovianml
Course Introduction - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Course Introduction

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:00:00 - 00:01:42
Python Programming Fundamentals - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Python Programming Fundamentals

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:01:42 - 00:02:40
Course Curriculum - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Course Curriculum

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:02:40 - 00:05:24
Notebook - First Steps with Python and Jupyter - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - First Steps with Python and Jupyter

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:05:24 - 00:08:30
Performing Arithmetic Operations with Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Performing Arithmetic Operations with Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:08:30 - 00:11:34
Solving Multi-step problems using variables - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Solving Multi-step problems using variables

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:11:34 - 00:20:17
@Nijaguna Darshan I got it from the problem I read @ . It says "A grocery store SELLS an ice bag for $1.25".You don't SELL goods at COST. Then it again said that, the profit is 20%.If the SELLING price is $1.25 and 20% is profit, then 80% should be its COST.Now if you multiply $1.25 with 80% you will get $1.00, don't you.? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

@Nijaguna Darshan I got it from the problem I read @ . It says "A grocery store SELLS an ice bag for $1.25".You don't SELL goods at COST. Then it again said that, the profit is 20%.If the SELLING price is $1.25 and 20% is profit, then 80% should be its COST.Now if you multiply $1.25 with 80% you will get $1.00, don't you.?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:12:00 - 09:56:23
I think there was a typo error in your very first grocery store Profit working @ . The price is 1.25 not the cost of the item as you typed. The cost will be 1.00.Or maybe I missed something 🤔 - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

I think there was a typo error in your very first grocery store Profit working @ . The price is 1.25 not the cost of the item as you typed. The cost will be 1.00.Or maybe I missed something 🤔

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:12:00 - 09:56:23
Combining conditions with Logical operators - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Combining conditions with Logical operators

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:20:17 - 00:22:22
Adding text using Markdown - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Adding text using Markdown

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:22:22 - 00:23:50
Saving and Uploading to Jovian - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Saving and Uploading to Jovian

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:23:50 - 00:26:38
Variables and Datatypes in Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Variables and Datatypes in Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:26:38 - 00:31:28
Built-in Data types in Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Built-in Data types in Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
00:31:28 - 01:07:19
Further Reading - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Further Reading

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:07:19 - 01:08:46
Branching Loops and Functions - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Branching Loops and Functions

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:08:46 - 01:09:02
Notebook - Branching using conditional  statements and loops in Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - Branching using conditional statements and loops in Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:09:02 - 01:09:24
Branching with if, else, elif - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Branching with if, else, elif

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:09:24 - 01:15:25
Non Boolean conditions - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Non Boolean conditions

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:15:25 - 01:19:00
Iteration with while loops - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Iteration with while loops

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:19:00 - 01:28:57
My timestamp: - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

My timestamp:

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:21:00 - 09:56:23
solution for  anyone ? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

solution for anyone ?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:23:42 - 09:56:23
Iteration with for loops - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Iteration with for loops

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:28:57 - 01:36:27
Functions and scope in Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Functions and scope in Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:36:27 - 01:36:53
Creating and using functions - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Creating and using functions

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:36:53 - 01:42:24
@ For clarification we refer to function variables as Parameters at the function definition and as Arguments at the function invocation (call). - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

@ For clarification we refer to function variables as Parameters at the function definition and as Arguments at the function invocation (call).

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:39:48 - 09:56:23
Writing great functions in Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Writing great functions in Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:42:24 - 01:45:38
Local variables and scope - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Local variables and scope

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
01:45:38 - 02:08:19
puting a time stamp at @ so I can remember XD - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

puting a time stamp at @ so I can remember XD

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:00:00 - 09:56:23
Documentation functions using Docstrings - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Documentation functions using Docstrings

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:08:19 - 02:11:40
Exercise - Data Analysis for Vacation Planning - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Exercise - Data Analysis for Vacation Planning

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:11:40 - 02:17:17
Numercial Computing with Numpy - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Numercial Computing with Numpy

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:17:17 - 02:18:00
Notebook - Numerical Computing with Numpy - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - Numerical Computing with Numpy

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:18:00 - 02:26:09
pokemon fans got the reference - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

pokemon fans got the reference

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:21:45 - 09:56:23
just for me: - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

just for me:

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:25:40 - 09:56:23
From Python Lists to Numpy Arrays - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

From Python Lists to Numpy Arrays

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:26:09 - 02:29:09
Operating on Numpy Arrays - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Operating on Numpy Arrays

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:29:09 - 02:34:33
In  if we did de np.dot gets wrong value when compared with loop routine. Did someone see this? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

In if we did de np.dot gets wrong value when compared with loop routine. Did someone see this?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:33:09 - 09:56:23
at  min in this videomy np.dot product is coming in negative but while doing by zip function the answer is correct.and if i copy paste from the notes provided by still answer is note same. and under 1000 range answer is giving exact values - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

at min in this videomy np.dot product is coming in negative but while doing by zip function the answer is correct.and if i copy paste from the notes provided by still answer is note same. and under 1000 range answer is giving exact values

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:33:16 - 09:56:23
Multidimensional Numpy Arrays - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Multidimensional Numpy Arrays

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
02:34:33 - 03:03:41
Array Indexing and Slicing - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Array Indexing and Slicing

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:03:41 - 03:17:49
My timeline : - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

My timeline :

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:03:41 - 09:56:23
I am at @ - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

I am at @

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:03:50 - 09:56:23
"if you don't know these terms - don't worry about it" XD LMAO - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

"if you don't know these terms - don't worry about it" XD LMAO

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:14:07 - 09:56:23
Exercises and Further Reading - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Exercises and Further Reading

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:17:49 - 03:20:50
Assignment 2 - Numpy Array Operations - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Assignment 2 - Numpy Array Operations

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:20:50 - 03:29:16
100 Numpy Exercises - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

100 Numpy Exercises

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:29:16 - 03:31:25
Reading from and Writing to Files using Python - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Reading from and Writing to Files using Python

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:31:25 - 04:02:59
- The 104 Dislikers start to bark in the background. - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

- The 104 Dislikers start to bark in the background.

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
03:47:48 - 09:56:23
Analysing Tabular Data with Pandas - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Analysing Tabular Data with Pandas

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
04:02:59 - 04:03:58
Notebook - Analyzing Tabular Data with Pandas - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - Analyzing Tabular Data with Pandas

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
04:03:58 - 04:16:33
Retrieving Data from a Data Frame - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Retrieving Data from a Data Frame

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
04:16:33 - 04:32:00
Analyzing Data from Data Frames - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Analyzing Data from Data Frames

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
04:32:00 - 04:36:27
Querying and Sorting Rows - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Querying and Sorting Rows

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
04:36:27 - 05:01:45
Grouping and Aggregation - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Grouping and Aggregation

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:01:45 - 05:11:26
Merging Data from Multiple Sources - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Merging Data from Multiple Sources

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:11:26 - 05:26:00
Basic Plotting with Pandas - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Basic Plotting with Pandas

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:26:00 - 05:38:27
Assignment 3 - Pandas Practice - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Assignment 3 - Pandas Practice

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:38:27 - 05:52:48
Visualization with Matplotlib and Seaborn - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Visualization with Matplotlib and Seaborn

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:52:48 - 05:54:04
Notebook - Data Visualization with Matplotlib and Seaborn - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - Data Visualization with Matplotlib and Seaborn

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
05:54:04 - 06:06:43
Line Charts - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Line Charts

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:06:43 - 06:11:27
Improving Default Styles with Seaborn - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Improving Default Styles with Seaborn

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:11:27 - 06:16:51
Scatter Plots - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Scatter Plots

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:16:51 - 06:28:14
Histogram - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Histogram

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:28:14 - 06:38:47
Bar Chart - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Bar Chart

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:38:47 - 06:50:00
Heatmap - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Heatmap

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:50:00 - 06:57:08
Please HELP!!!!! At  , when I am creating the pivot table, the months are in ascending order alphabetically. How can I convert them into the custom order Jan, Feb, March.....? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Please HELP!!!!! At , when I am creating the pivot table, the months are in ascending order alphabetically. How can I convert them into the custom order Jan, Feb, March.....?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:52:45 - 09:56:23
Displaying Images with Matplotlib - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Displaying Images with Matplotlib

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
06:57:08 - 07:03:37
Plotting multiple charts in a grid - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Plotting multiple charts in a grid

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
07:03:37 - 07:15:42
References and further reading - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

References and further reading

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
07:15:42 - 07:20:17
Course Project - Exploratory Data Analysis - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Course Project - Exploratory Data Analysis

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
07:20:17 - 07:49:56
Exploratory Data Analysis - A Case Study - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Exploratory Data Analysis - A Case Study

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
07:49:56 - 07:50:55
Notebook - Exploratory Data Analysis - A case Study - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Notebook - Exploratory Data Analysis - A case Study

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
07:50:55 - 08:04:36
Data Preparation and Cleaning - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Data Preparation and Cleaning

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
08:04:36 - 08:19:37
Exploratory Analysis and Visualization - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Exploratory Analysis and Visualization

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
08:19:37 - 08:54:02
Asking and Answering Questions - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Asking and Answering Questions

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
08:54:02 - 09:22:57
Inferences and Conclusions - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Inferences and Conclusions

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:22:57 - 09:25:00
References and Future Work - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

References and Future Work

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:25:00 - 09:29:41
Setting up and running Locally - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Setting up and running Locally

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:29:41 - 09:34:21
Project Guidelines - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Project Guidelines

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:34:21 - 09:45:00
Course Recap - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Course Recap

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:45:00 - 09:48:01
What to do next? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

What to do next?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:48:01 - 09:49:10
Certificate of Accomplishment - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Certificate of Accomplishment

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:49:10 - 09:50:11
What to do after this course? - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

What to do after this course?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:50:11 - 09:52:16
Jovian Platform - Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Jovian Platform

Data Analysis with Python Course - Numpy, Pandas, Data Visualization
2021年02月19日 
09:52:16 - 09:56:23

freeCodeCamp.org

※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:1634件

⌨️ () Introduction - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:00:00 - 00:04:42
⌨️ () Syllabus & resources - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Syllabus & resources

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:04:42 - 00:09:04
⌨️ () Meet SQL! - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Meet SQL!

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:09:04 - 00:10:30
⌨️ () Types of SQL statements - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Types of SQL statements

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:10:30 - 00:12:20
⌨️ () Why BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Why BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:12:20 - 00:13:27
⌨️ () How to setup Google Cloud - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How to setup Google Cloud

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:13:27 - 00:17:02
⌨️ () How to avoid Google Cloud charges - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How to avoid Google Cloud charges

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:17:02 - 00:22:11
⌨️ () Introduction to our data - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction to our data

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:22:11 - 00:23:16
⌨️ () How data is organized in BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How data is organized in BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:23:16 - 00:26:53
⌨️ () Loading our data in BigQuery - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Loading our data in BigQuery

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:26:53 - 00:30:09
⌨️ () The BigQuery Interface - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The BigQuery Interface

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:30:09 - 00:37:54
⌨️ () Running our first query - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Running our first query

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:37:54 - 00:46:20
⌨️ () How SQL organizes data - Intuitive SQL For Data Analytics - Tutorial

⌨️ () How SQL organizes data

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:46:20 - 00:54:32
⌨️ () The SQL statement - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The SQL statement

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:54:32 - 00:56:05
⌨️ () The three orders of SQL operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The three orders of SQL operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
00:56:05 - 01:00:05
⌨️ () The logical order of SQL operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The logical order of SQL operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:00:05 - 01:03:28
⌨️ () Introduction to basics - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Introduction to basics

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:03:28 - 01:04:10
⌨️ () SELECT and FROM - Intuitive SQL For Data Analytics - Tutorial

⌨️ () SELECT and FROM

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:04:10 - 01:08:22
⌨️ () Transform columns with SELECT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Transform columns with SELECT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:08:22 - 01:19:32
⌨️ () The order of arithmetic operations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The order of arithmetic operations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:19:32 - 01:24:03
⌨️ () The WHERE filter - Intuitive SQL For Data Analytics - Tutorial

⌨️ () The WHERE filter

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:24:03 - 01:31:28
⌨️ () Boolean algebra - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Boolean algebra

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:31:28 - 01:48:07
⌨️ () DISTINCT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () DISTINCT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:48:07 - 01:52:04
⌨️ () Create BigQuery tables from queries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Create BigQuery tables from queries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:52:04 - 01:57:38
⌨️ () UNION 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
01:57:38 - 02:05:15
⌨️ () UNION 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:05:15 - 02:11:57
⌨️ () UNION 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:11:57 - 02:19:58
⌨️ () UNION 4 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () UNION 4

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:19:58 - 02:22:41
⌨️ () ORDER BY - Intuitive SQL For Data Analytics - Tutorial

⌨️ () ORDER BY

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:22:41 - 02:28:52
⌨️ () LIMIT - Intuitive SQL For Data Analytics - Tutorial

⌨️ () LIMIT

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:28:52 - 02:34:06
⌨️ () CASE - Intuitive SQL For Data Analytics - Tutorial

⌨️ () CASE

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:34:06 - 02:52:29
⌨️ () Simple aggregations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Simple aggregations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
02:52:29 - 03:06:59
⌨️ () Subqueries 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:06:59 - 03:16:28
⌨️ () Subqueries 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:16:28 - 03:25:46
⌨️ () Subqueries 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Subqueries 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:25:46 - 03:29:43
⌨️ () Nested queries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Nested queries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:29:43 - 03:40:11
⌨️ () Common table expressions 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:40:11 - 03:48:12
⌨️ () Common table expressions 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:48:12 - 03:53:08
⌨️ () Common table expressions 3 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Common table expressions 3

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:53:08 - 03:59:18
⌨️ () Joins - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Joins

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
03:59:18 - 05:15:39
⌨️ () GROUP BY And Aggregations - Intuitive SQL For Data Analytics - Tutorial

⌨️ () GROUP BY And Aggregations

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
05:15:39 - 06:04:11
⌨️ () Window Functions - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Window Functions

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
06:04:11 - 07:09:50
⌨️ () Putting It All Together - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Putting It All Together

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:09:50 - 07:15:56
⌨️ () Let's Solve A Hard SQL Challenge! - Intuitive SQL For Data Analytics - Tutorial

⌨️ () Let's Solve A Hard SQL Challenge!

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:15:56 - 07:33:54
⌨️ () PostgreSQL Exercises - Introduction - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Introduction

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:33:54 - 07:42:00
⌨️ () PostgreSQL Exercises - Basic - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Basic

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
07:42:00 - 08:10:33
⌨️ () PostgreSQL Exercises - Joins and Subqueries - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Joins and Subqueries

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
08:10:33 - 08:56:45
⌨️ () PostgreSQL Exercises - Aggregations Pt. 1 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Aggregations Pt. 1

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
08:56:45 - 09:57:51
⌨️ () PostgreSQL Exercises - Aggregations Pt. 2 - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Aggregations Pt. 2

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
09:57:51 - 10:57:51
⌨️ () PostgreSQL Exercises - Conclusion - Intuitive SQL For Data Analytics - Tutorial

⌨️ () PostgreSQL Exercises - Conclusion

Intuitive SQL For Data Analytics - Tutorial
2024年04月23日 
10:57:51 - 11:00:16
| (1) - CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]

| (1)

CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]
2024年04月19日  @miguelsalazar8663 様 
00:44:26 - 01:43:06
|  (2) - CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]

| (2)

CTO Andrew Brown on DevOps + Cloud Certification Exams [freeCodeCamp Podcast #120]
2024年04月19日  @miguelsalazar8663 様 
01:43:06 - 02:35:23
⌨️ () Overview - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Overview

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:00:00 - 00:05:53
⌨️ () Indexing - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:05:53 - 00:10:40
Love the teaching style! at  you mention that you've walked through the code previously. Is there another video to go with this one or did I miss something? - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

Love the teaching style! at you mention that you've walked through the code previously. Is there another video to go with this one or did I miss something?

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日  @CodeKitchen 様 
00:09:00 - 02:33:11
⌨️ () Retrieval - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Retrieval

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:10:40 - 00:15:52
⌨️ () Generation - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Generation

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:15:52 - 00:22:14
⌨️ () Query Translation (Multi-Query) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Multi-Query)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:22:14 - 00:28:20
Hello, at  why is he using itemgetter to pass the question? What's the difference between doing that and setting a RunnablePassthrough() in there? - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

Hello, at why is he using itemgetter to pass the question? What's the difference between doing that and setting a RunnablePassthrough() in there?

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日  @Josholsan 様 
00:27:13 - 02:33:11
⌨️ () Query Translation (RAG Fusion) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (RAG Fusion)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:28:20 - 00:33:57
⌨️ () Query Translation (Decomposition) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Decomposition)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:33:57 - 00:40:31
⌨️ () Query Translation (Step Back) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (Step Back)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:40:31 - 00:47:24
⌨️ () Query Translation (HyDE) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Translation (HyDE)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:47:24 - 00:52:07
⌨️ () Routing - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Routing

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:52:07 - 00:59:08
⌨️ () Query Construction - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Query Construction

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
00:59:08 - 01:05:05
⌨️ () Indexing (Multi Representation) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (Multi Representation)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:05:05 - 01:11:39
⌨️ () Indexing (RAPTOR) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (RAPTOR)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:11:39 - 01:19:19
⌨️ () Indexing (ColBERT) - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Indexing (ColBERT)

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:19:19 - 01:26:32
⌨️ () CRAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () CRAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:26:32 - 01:44:09
⌨️ () Adaptive RAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () Adaptive RAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
01:44:09 - 02:12:02
⌨️ () The future of RAG - Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer

⌨️ () The future of RAG

Learn RAG From Scratch – Python AI Tutorial from a LangChain Engineer
2024年04月17日 
02:12:02 - 02:33:11
⌨️ () Video Introduction - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Video Introduction

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:00:00 - 00:03:49
⌨️ () Introduction to Data Science and A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Introduction to Data Science and A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:03:49 - 00:05:38
⌨️ () Basics of A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Basics of A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:05:38 - 00:07:06
⌨️ () Key Parameters of A/B Testing for Data Scientists - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Key Parameters of A/B Testing for Data Scientists

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:07:06 - 00:09:24
⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Formulating Hypotheses and Identifying Primary Metrics in Data Science A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:09:24 - 00:19:55
⌨️ () Designing an A/B Test: Data Science Approach - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Designing an A/B Test: Data Science Approach

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:19:55 - 00:37:56
⌨️ () Resources for A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Resources for A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:37:56 - 00:39:22
⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Analyzing A/B Test Results in Python: Data Science Techniques

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
00:39:22 - 01:01:00
⌨️ () Data Science Portfolio Project: Case Study with AB Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Portfolio Project: Case Study with AB Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:01:00 - 01:04:38
⌨️ () Reintroduction to A/B Testing in the Data Science Process - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Reintroduction to A/B Testing in the Data Science Process

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:04:38 - 01:21:07
⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Techniques: Loading Data with Pandas for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:21:07 - 01:29:19
⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Visualization: Using Matplotlib and Seaborn for A/B Test Click Data

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:29:19 - 01:38:38
⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Power Analysis: Understanding A/B Test Model Parameters

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:38:38 - 01:44:25
⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Data Science Calculations: Pooled Estimates and Variance for A/B Testing

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
01:44:25 - 02:06:48
⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Computing A/B Test P-Values: Data Science Methods for Statistical Significance

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:06:48 - 02:12:42
⌨️ () Practical Significance in A/B Testing: A Data Science Perspective - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Practical Significance in A/B Testing: A Data Science Perspective

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:12:42 - 02:29:07
⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science - Data Science Essentials – Crash Course in A/B Testing with Case Study

⌨️ () Conclusion: Wrapping Up A/B Testing in Data Science

Data Science Essentials – Crash Course in A/B Testing with Case Study
2024年04月16日 
02:29:07 - 02:33:06
⌨️ () Introduction - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introduction

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:00:00 - 00:01:21
⌨️ () Create account - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create account

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:01:21 - 00:02:15
⌨️ () Create server - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Create server

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:02:15 - 00:07:53
⌨️ () Install software - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Install software

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:07:53 - 00:11:52
⌨️ () Configure Postgresql - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Postgresql

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:11:52 - 00:15:56
⌨️ () Users and environment - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Users and environment

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:15:56 - 00:19:41
⌨️ () Requirements.txt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Requirements.txt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:19:41 - 00:22:26
⌨️ () Separate settings file - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Separate settings file

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:22:26 - 00:24:01
⌨️ () Introducing Git - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Introducing Git

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:24:01 - 00:31:36
⌨️ () Environmental variables - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Environmental variables

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:31:36 - 00:33:16
⌨️ () Init database - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Init database

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:33:16 - 00:36:46
⌨️ () Configure Gunicorn - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Gunicorn

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:36:46 - 00:45:25
⌨️ () Configure Supervisor - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Supervisor

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:45:25 - 00:48:44
⌨️ () Configure Nginx - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Configure Nginx

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:48:44 - 00:57:38
⌨️ () SSL / Let's Encrypt - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () SSL / Let's Encrypt

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:57:38 - 00:59:26
⌨️ () Repeat procedure - Digital Ocean Tutorial – Deploy Django and Other Frameworks

⌨️ () Repeat procedure

Digital Ocean Tutorial – Deploy Django and Other Frameworks
2024年04月15日 
00:59:26 - 01:15:47