Data Science Pass

Updated as of June 18, 2021

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Python

Machine Learning

Machine Learning Fundamentals

7:34:42

Python Programming

Secure RESTful APIs using Python

3:1:50

Software Development with Python

5:56:27

Web Scraping using Python

4:59:46

Unit Testing with Python

5:29:11

Python Concurrency and Parallelism

5:45:9

Date and Time Management with Python

2:54:37

Regular Expressions with Python

3:55:26

Data Serialization with Python

6:48:50

Exceptions with Python

1:59:40

Functional Programming with Python

2:58:36

Modules and Packages with Python

2:14:59

Python Collections

17:59:20

Intro to Programming with Python

15:31:5

Programming

Advanced Python: Iterators, Generators and Decorators

5:50:11

Object Oriented Programming with Python

8:27:24

Supervised Learning

Decision Trees

6:23:41

Classification Algorithms

4:22:28

Feature Engineering

8:36:50

Databases

MySQL and MariaDB for Python Developers

6:33:29

PostgreSQL for Python Developers

8:11:48

Intro to Databases with Python

1:44:23

Bash Scripting

Bash Scripting for Data Scientists

7:33:19

Version Control

Version Control & GitHub

6:52:37

Data Science Applications

Python Starter Pass

4:14:58

Python Standard Library

6:19:17

None

Machine Learning with scikit-learn Starter Pass

1:8:12

Data Analysis

Data Analysis with pandas Starter Pass

1:46:50

Data Cleaning with Pandas

5:51:54

Reading Data with Python and Pandas

3:39:2

Intro to Pandas for Data Analysis

14:23:53

Intro to Scientific Computing with NumPy

8:46:34

Statistics

Introduction to Probability

9:55:42

Industry Applications

Genomic Data Analysis using Python and JupyterLab

2:48:44

File Management

File Management & HTTP

3:51:33

Automation & Systems

Deep Learning with Python

10:24:32

None

Supervised Learning

Ensemble Learning and Random Forest

4:6:21

Data Management

Artificial Intelligence Essentials

4:22:29

Top 10 Principles of Data Management

5:4:12

Machine Learning

Foundation Skills and Background of Machine Learning

2:42:50

Introduction to Machine Learning

4:22:11

Google

Google Cloud Platform

Data Science on the Google Cloud Platform

5:15:24