Learn Machine Learning Like a GENIUS and Not Waste Time ######################################### I just started my own Patreon, in case you want to support! Patreon Link: ######################################### 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: #courses === 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