Learn Machine Learning Like a GENIUS and Not Waste Time скачать в хорошем качестве

Learn Machine Learning Like a GENIUS and Not Waste Time

Learn Machine Learning Like a GENIUS and Not Waste Time ######################################### I just started my own Patreon, in case you want to support! Patreon Link:   / infinitecodes   ######################################### 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    • All Machine Learning algorithms explained ...   The Math that make Machine Learning easy (and how you can learn it)    • How Math makes Machine Learning easy (and ...   15 Machine Learning Lessons I Wish I Knew Earlier    • 15 Machine Learning Lessons I Wish I Knew ...   Machine Learning Playlist:    • How Math makes Machine Learning easy (and ...   Git/Github Playlist:    • How to clone GitHub Repository (2024 updated)   👇🏻 Links Resources I mention in the Video👇🏻 === Python === My Python for beginners playlist:    • Python Tutorials for Beginners   Other tutorials: Official Course: https://docs.python.org/3/tutorial/in... W3 schools: https://www.w3schools.com/python/ Uni of Helsinki MOOC: https://programming-24.mooc.fi/ Khan Academy: https://www.khanacademy.org/computing... Or simply type “Python tutorial” into Google :-) === Math === Stats & Probability: https://www.khanacademy.org/math/stat... https://www.edx.org/learn/probability... Linear Algebra: https://www.khanacademy.org/math/line... https://www.edx.org/learn/linear-alge... 3Blue1brown (neat visuals)    • Vectors | Chapter 1, Essence of linear alg...   Calculus: https://www.khanacademy.org/math/diff... 3Blue1Brown (amazing visuals!)    • The essence of calculus   === Data Tools === Jupyter: https://jupyter.org/ Numpy: https://numpy.org/doc/stable/user/qui... Pandas: https://pandas.pydata.org/docs/user_g... Matplotlib: https://matplotlib.org/stable/tutoria... === ML Theory === ISL (free PDF) https://www.statlearning.com/ ISL Python Playlist:    • Statistical Learning with Python   Coursera ML introduction: https://www.coursera.org/specializati... === ML tools === SK Learn: https://scikit-learn.org/stable/tutor... SK Learn algorithm Cheat Sheet: https://scikit-learn.org/stable/tutor... === Neural Networks / Deep Learning === Coursera: https://www.coursera.org/specializati... 3Blue1Brown (amazing visuals!)    • But what is a neural network? | Deep learn...   Andrej Kaparthy    • Neural Networks: Zero to Hero   Hugging Face NLP course: https://huggingface.co/learn/nlp-cour... Keras https://keras.io/getting_started/ === Real Projects === https://www.kaggle.com/ https://github.com/ ================== 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