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How to learn data science with Coursera in 2022 (beginner-friendly)

November 14, 2023
in Data Science & ML
Reading Time: 1 min read
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This video details how to create your own beginner-friendly curriculum using Notion to learn Python, data science and machine learning on Coursera in 2022.

Get $100USD off Coursera Plus yearly (before Jan 31 2022) –

Notion data science curriculum template –

Blog post version –

Note: Coursera links are affiliate links which means if you click one and buy something, I may get money from it. This doesn’t change the price. I’ll use the funds to create more materials like this one.

Others links:
Learn ML (beginner-friendly courses I teach) –
ML courses/books I recommend –
Read my novel Charlie Walks –

Connect elsewhere:
Web –
Twitter –
Twitch –
ArXiv channel (past streams) –
Get email updates on my work –

Timestamps:
0:00 – Intro
0:42 – Overview of what we’re covering
1:05 – Coursera Plus
2:11 – Defining different data roles (data scientist vs. data analyst)
3:12 – What is machine learning?
3:38 – Curriculum outline (beginner, bonus, advanced)
4:16 – Curriculum outline (beginner courses for Python, data science and machine learning)
5:16 – Course 1: Learning How to Learn
6:01 – Course 2: Python for Everybody
6:52 – Course 3: Applied Data Science with Python
7:46 – Course 4: Machine Learning Specialization
8:30 – Special mention: Andrew Ng’s classic machine learning course
8:59 – Course 5: Mathematics for Machine Learning
9:39 – Bonus 1: Google’s Introduction to Git and GitHub
10:31 – Bonus 2: “How does a beginner data scientist like me get experience?”
11:05 – Notion curriculum creation walkthrough

#datascience #machinelearning #notion

source

Tags: beginnerfriendlyCourseradataLearnScience
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