Data Science Pass

Updated as of January 17, 2021

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Python

Data Science Applications

Python Starter Pass

4:14:58

Python Concurrency and Parallelism

5:35:9

Introduction to Probability

9:55:42

Python Standard Library

6:19:17

Genomic Data Analysis using Python and JupyterLab

2:48:44

Data Serialization with Python

6:28:50

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

Modules and Packages with Python

2:14:59

Python Collections

17:59:20

SQL Database

PostgreSQL for Python Developers

8:11:48

Machine Learning

Feature Engineering

8:36:50

Programming

Web Scraping using Python

4:59:46

Unit Testing with Python

5:29:11

Date and Time Management with Python

2:54:37

Regular Expressions with Python

2:55:26

Object Oriented Programming with Python

8:27:24

Exceptions with Python

1:59:40

Functional Programming with Python

2:58:36

Intro to Programming with Python

15:31:5

Database

Intro to Databases with Python

1:44:23

File Management

File Management & HTTP

3:51:33

Automation & Systems

Deep Learning with Python

10:24:32

None

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