Machine Learning Engineer Roadmap: Step by step 6 months learning roadmap for machine learning engineer career. Most of the resources mentioned in this roadmap are free resources.

Please follow below steps for learning requires skills for machine learning engineer: https://github.com/codebasics/roadmaps/blob/master/machine-learning-engineer-roadmap-2021/ml_engineer_roadmap_2021.md

⭐️ Timestamps ⭐️
0:00 Why machine learning?
0:45 Computer Science Fundamentals
1:39 Programming skills
2:22 Data Structure and Algorithms
5:13 Databases
7:51 Numpy, Pandas, matplotlib
11:06 Math and Statistics for ML
12:36 Machine learning
16:19 Deep learning
18:41 Use ML Lifecycle tools
Extra Tips
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* Discord server: Making group and buddies
* Participate in kaggle competitions and solve problems

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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.