Machine learning roadmap from zero to hero

In this video, I explained what is the roadmap to becoming an expert machine learning engineer from scratch.

00:00 Introduction 00:19 What is machine learning 01:26 Why now? 03:00 Step - 1 Learn Programming 05:40 Step - 2 Learn Linear Algebra 09:39 Step - 3 Learn Statistics & Probability 16:40 Step - 4 Learn Calculus and Optimization 19:30 Step - 5 Learn Data Pre-Processing 22:56 Step - 6 Learn Loss Functions 26:50 Step - 7 Learn Machine Learning 29:21 Step - 8 Learn Performance Analysis 31:00 Step - 9 Learn Hyper Parameter Tuning 32:58 Step - 10 Learn Regularization 34:36 Step - 11 Practice time 37:27 Step - 12 Get a Job 43:28 End

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#machinelearning #deeplearning #roamap #datascience ... https://www.youtube.com/watch?v=MTWFl6INNaw