Create Virtual Env in Python
Run ML on AMD GPU
Machine Learning & Types: Supervised Learning, SemiSupervised Learning, unsupervised Learning, Reinforcement Learning, Generative AI

Terms
  AI vs ML vs DL
  Activation Function, Bias/Sampling Bias, Conda, CNTK,
  Overfitting, Underfitting, Optimizer,
  Keras, Large Language Model(LLM), Layer, Learning Types, Loss Function,
  Matplotlib, Metrics, Neuron, Neural Network,
  Tensor: Add Vector & matrix, Dot Product, Tensor Reshaping
  stochastic gradient descent (SGD)
  Tensorflow
  Variance

Code
  1. Classify grayscale images into(0 to 9)
  2. Voice to Text
  3. Call openai APIs from code/Postman
  4. Anomaly Detection using scikit learn
Ml Model
    5. (Model= scikit-learn's DecisionTreeRegressor) Calories Prediction during Workout using DecisionTreeRegressor

Langchain