This repository is a comprehensive guide for beginners to advanced learners in the field of Machine Learning. Whether you're interested in Python, OpenCV, TensorFlow, or PyTorch, this resource will help you build a strong foundation in these critical areas. The resources provided below include video tutorials as well as a highly recommended book that will elevate your understanding.
Skills You Will Acquire:
- Python Fundamentals
- Data Manipulation
- Data Visualization
- Application Development
Skills You Will Acquire:
- Image Processing
- Computer Vision Techniques
- Face Recognition
- Masking & Blurring
Skills You Will Acquire:
- Machine Learning Algorithms
- Neural Networks
- CNNs for Computer Vision
- RNNs for NLP
Watch Neural Networks Crash Course
Skills You Will Acquire:
- PyTorch Fundamentals
- Deep Learning Models
- CNNs for Vision
- Custom Datasets & Augmentation
Watch PyTorch for Deep Learning & Machine Learning
A comprehensive resource for understanding probabilistic modeling in machine learning.
Need the softcopy of the book?
Contact me at: m.raiaan.cs@gmail.com
- Total time to go through all resources: ~48 hours.
These courses and resources will provide you with a robust foundation in machine learning, computer vision, and deep learning. Happy learning!