PyTorch

Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 10: Sequential Data, Recurrence & Transformers in PyTorch — LSTM, GRU, Multi-Head Attention & Transformer from Scratch

PYTORCH 2.x MASTERCLASS • CHAPTER 10 Sequential Data, Recurrence & Transformers from Scratch Demystify sequential computation in PyTorch 2.x. Trace.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 9: Transfer Learning in PyTorch — Fine-Tuning ResNet, ConvNeXt & Vision Transformers (ViT)

PYTORCH 2.x MASTERCLASS • CHAPTER 9 Transfer Learning, Backbone Surgery & Vision Transformer Fine-Tuning Master the engineering discipline of adapting.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 8: Convolutional Neural Networks (CNNs) in PyTorch — Image Classification from Scratch

PYTORCH 2.x MASTERCLASS • CHAPTER 8 Convolutional Neural Networks (CNNs) & Modern Vision Architectures A rigorous mathematical and systems guide.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 6: High-Performance Data Pipelines with PyTorch — Custom Datasets, DataLoaders & Advanced Transforms

PYTORCH 2.x MASTERCLASS • CHAPTER 6 High-Performance Data Pipelines: Custom Datasets, DataLoaders & Advanced Transforms A systems-engineering deep dive into.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 5: Loss Functions, Optimizers & The Canonical Production Training Loop in PyTorch

PYTORCH 2.x MASTERCLASS • CHAPTER 5 Loss Functions, Optimizers & The Canonical Production Training Loop A rigorous mathematical and systems.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 4: Building Neural Networks with torch.nn — Layers, Activations, Custom Modules & Parameter Architecture

PyTorch Engineering Masterclass — Chapter 4 of 16 Welcome to Chapter 4 of the PyTorch Engineering Masterclass. The torch.nn namespace.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 3: PyTorch Autograd — Computational Graphs, Custom Functions & Backward Engine

PyTorch Engineering Masterclass — Chapter 3 of 16 Welcome to Chapter 3 of the PyTorch Engineering Masterclass. Automatic Differentiation (Autograd).

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 2: PyTorch Tensors Deep Dive — Strides, Memory Layout, BLAS Math, Einstein Summation & Accelerator Pipelines

PyTorch Engineering Masterclass — Chapter 2 of 16 Welcome to Chapter 2 of the PyTorch Engineering Masterclass. In high-performance deep.

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Artificial Intelligence Deep Learning Machine Learning Python PyTorch
  • November 8, 2026
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Module 1: Introduction to PyTorch — Architecture, Hardware Acceleration & Deep Tensor Fundamentals

PyTorch Engineering Masterclass — Chapter 1 of 16 Welcome to Chapter 1 of the PyTorch Engineering Masterclass. PyTorch 2.x is.

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