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

#machine-learning #data-science #developer #deep-learning