Learn Machine Learning Like a GENIUS and Not Waste Time
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I just started my own Patreon, in case you want to support!
Patreon Link:
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You won’t learn Machine Learning in 3 months. I don’t know how long it will take you but here I am sharing everything I know to get you started and make it as fast as possible.
Also Watch:
All Machine Learning algorithms explained in 17 min
The Math that make Machine Learning easy (and how you can learn it)
15 Machine Learning Lessons I Wish I Knew Earlier
Machine Learning Playlist:
Git/Github Playlist:
👇🏻 Links Resources I mention in the Video👇🏻
=== Python ===
My Python for beginners playlist:
Other tutorials:
Official Course:
W3 schools:
Uni of Helsinki MOOC:
Khan Academy:
Or simply type “Python tutorial” into Google 🙂
=== Math ===
Stats & Probability:
Linear Algebra:
3Blue1brown (neat visuals)
Calculus:
3Blue1Brown (amazing visuals!)
=== Data Tools ===
Jupyter:
Numpy:
Pandas:
Matplotlib:
=== ML Theory ===
ISL (free PDF)
ISL Python Playlist:
Coursera ML introduction:
=== ML tools ===
SK Learn:
SK Learn algorithm Cheat Sheet:
=== Neural Networks / Deep Learning ===
Coursera:
3Blue1Brown (amazing visuals!)
Andrej Kaparthy
Hugging Face NLP course:
Keras
=== Real Projects ===
================== Timestamps ================
00:00 – Intro
00:40 – Why learn Machine Learning & Data Science
01:11 – How to learn?
03:25 – Where to start? (Jupyter, Python, Pandas)
05:25 – Your first Data Analysis Project
06:32 – Essential Math for Machine Learning (Stats, Linear Algebra, Calculus)
08:53 – The Core Machine Learning Concepts & Algorithms (From Regression to Deep Learning)
10:16 – Scikit Learn
11:37 – Your first Machine Learning Project
13:24 – Collaborate & Share
13:59 – Advanced Topics
14:22 – Do’s and Don’ts
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