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intermediate
Deep Learning
The definitive, code-first deep learning curriculum. Master MP Neurons, Perceptrons, Sigmoids, Backpropagation, Modern Optimizers (Adam, RMSProp), CNNs, and RNNs from scratch in Python.
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beginner
Foundations of Data Science
Master the complete mathematical and computational foundations of Data Science. From CRISP-DM engineering, descriptive statistics, Python, NumPy, and Pandas to probability, the Central Limit Theorem, and Chi-Square tests.
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Learning Data & Portability
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