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Python-for-AI
Python-for-AI PublicOfficial repository for the "Python for AI" course, taught by Zahra Amini at Hobot Academy. Contains source code, Jupyter notebooks, and practical exercises for artificial intelligence and machine …
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Hands-on-Machine-Learning
Hands-on-Machine-Learning PublicA comprehensive, hands-on guide to Machine Learning. Features step-by-step theoretical foundations paired with practical Python implementations (Supervised & Unsupervised learning) by Hobot Academy.
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Hands-on-Deep-Learning
Hands-on-Deep-Learning PublicMastering the Black Box: A comprehensive guide to Deep Learning. Features mathematical derivations, NumPy implementations from scratch, and SOTA architectures (CNN, RNN, ViT, GANs) using PyTorch/Te…
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Mathematics-for-AI
Mathematics-for-AI PublicThe mathematical backbone of Artificial Intelligence. A comprehensive guide featuring theoretical notes and Python implementations (from scratch & library-based) covering Linear Algebra, Calculus, …
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Repositories
- Python-for-AI Public
Official repository for the "Python for AI" course, taught by Zahra Amini at Hobot Academy. Contains source code, Jupyter notebooks, and practical exercises for artificial intelligence and machine learning.
- ML-for-NLP Public
A bridge between Machine Learning and Natural Language Processing. A comprehensive guide covering text preprocessing, feature extraction, and implementing classical ML algorithms (SVM, NB, MLP) specifically for NLP tasks by Hobot Academy.
- Mathematics-for-AI Public
The mathematical backbone of Artificial Intelligence. A comprehensive guide featuring theoretical notes and Python implementations (from scratch & library-based) covering Linear Algebra, Calculus, Probability, and Statistics by Hobot Academy.
- Hands-on-Deep-Learning Public
Mastering the Black Box: A comprehensive guide to Deep Learning. Features mathematical derivations, NumPy implementations from scratch, and SOTA architectures (CNN, RNN, ViT, GANs) using PyTorch/TensorFlow by Hobot Academy.
- Hands-on-Machine-Learning Public
A comprehensive, hands-on guide to Machine Learning. Features step-by-step theoretical foundations paired with practical Python implementations (Supervised & Unsupervised learning) by Hobot Academy.
- Python-Hobot Public
- A_Cup_of_AI Public
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