AI-Resources
Complete guide to become AI Engineer
Linear Algebra - Week 1
First watch Essence of Linear Algebra and then follow Khan Academy or MIT course.
Calculus - Week 2
- Essence of Calculus
- patrickJMT Calculus
- Khan Academy
- MIT- Covers Calculus and Linear Algebra
First watch Essence of Calculus for better understanding of use of calculus
Probability and Statistics - Week 2,3
Python Programming - Week 4
Machine Learning - Week 4,5,6
Optimization - Week 7
Image Processing - Week 8
Natural Language Processing - Week 9
Deep Learning - Week 10,11
Additional Resources
- Academic Torrents -Download MOOC and datasets
- UCI ML - Download Datasets
- Kaggle - Download Datasets and practice Data Science
E-Books and Text Resources
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Linear Algebra
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Probability and Stats
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Machine Learning
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Optimization
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Image Processing
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Deep Learning
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NLP