coding for data science - UCB MIDS or Georgia Tech OMSA

[arashmehrabiparsa]

im a little scared of coding in python and i feel like i need more ways to apply what i have read in books about:

• self-attention in transformer networks
• convex optimization
• XGBoost
• deep learning
• diffusion model
• Applied Natural Language Processing
• CNN, CV, NLP
• Markov decision processes
• reinforcement learning
• Monte Carlo tree search (monte calro methods),
• recurrent nueral networks,
• gradient descent backpropagation,
• q-learning,
• KNN,
• ARIMA,
• GARCH,
• PCA,
• optimization,
• k-means,
• SVM,
• classification,
• poisson regression (Poisson Generative Flow Model)
  into actual python code. Now I am trying codewars to see if I gain some skills but codewars isn't necessarily prepping for data science right?