The ML Path

    • Mathematics for ML
      • Linear Algebra
      • Probability & Statistics
      • Calculus
    • Programming for ML
      • Python Basics
      • Libraries
        • NumPy
        • Pandas
        • Matplotlib
        • Seaborn
      • Cuda
    • ML Algorithms
      • Supervised Learning
      • Unsupervised Learning
      • Reinforcement Learning
    • ML Frameworks
      • Keras
      • Pytorch
      • Tensorflow
    • Deep Learning
      • Neural Networks
      • CNNs
      • RNNs
      • Transformers
      • Diffusers
      • GANs
    • Model Deployment
      • MLOps
      • Model Serving
      • Cloud Platforms
      • ML System Design
    • Generative Ai
      • Hugging Face
    • ML Interviews