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Python as Lingua Franca for Data Scientists
Learn Python as the working language of data science, from the ground up: tables, types and reading files; vectors...
Approved
Intermediate
Python for Data Science
42 cards
Essence of linear algebra (3Blue1Brown)
Vectors, linear maps, determinants, eigenvalues, and change of basis, taught through geometry. Sixteen modules with...
Approved
Intermediate
Mathematics
96 cards
Neural networks (3Blue1Brown)
Feedforward networks, gradient descent, backpropagation, transformers, and large language models. Nine modules with...
Approved
Intermediate
Machine learning
54 cards
Modules:
But what is a neural network? | Deep learning chapter 1·
Gradient descent, how neural networks learn | Deep learning chapter 2·
Backpropagation, intuitively | Deep learning chapter 3·
Backpropagation calculus | Deep learning chapter 4·
Large Language Models explained briefly | Deep learning chapter 5·
Transformers, the tech behind LLMs | Deep learning chapter 6
Quantum Machine Learning
No description
Approved
Beginner
Quantum Machine Learning
15 cards
Python for Data Scientists II
No description
Approved
Intermediate
Python
72 cards