All roadmaps

ML/AI — 20 Weeks

From Python basics to deep learning and deployment.

Progress
0% (0/16)

Python for ML

0/3 done
  • NumPy2h
  • Pandas3h
  • Matplotlib1.5h

Math Foundation

0/3 done
  • Linear algebra3h
  • Probability2h
  • Calculus basics2h

Supervised Learning

0/4 done
  • Linear regression2h
  • Logistic regression1.5h
  • Decision trees2h
  • Random forests2h

Neural Networks

0/3 done
  • Perceptrons2h
  • Backpropagation3h
  • TensorFlow basics3h

Deep Learning

0/3 done
  • CNNs3h
  • RNNs / LSTMs3h
  • Transfer learning2h