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[ CourseWikia.com ] Linkedin - Learning JAX

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2022-11-01

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CourseWikia com Linkedin Learning JAX

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File Name

Size

Get Bonus Downloads Here.url

181B

~Get Your Files Here !/01 - Introduction/01 - Prerequisites.mp4

1.65MB

~Get Your Files Here !/01 - Introduction/01 - Prerequisites.srt

1.67KB

~Get Your Files Here !/01 - Introduction/02 - What is JAX.mp4

5.62MB

~Get Your Files Here !/01 - Introduction/02 - What is JAX.srt

5.99KB

~Get Your Files Here !/01 - Introduction/03 - Why use JAX.mp4

9.69MB

~Get Your Files Here !/01 - Introduction/03 - Why use JAX.srt

10.16KB

~Get Your Files Here !/01 - Introduction/04 - Choosing JAX.mp4

3.91MB

~Get Your Files Here !/01 - Introduction/04 - Choosing JAX.srt

4.28KB

~Get Your Files Here !/01 - Introduction/05 - JAX vs. TensorFlow vs. PyTorch.mp4

7.45MB

~Get Your Files Here !/01 - Introduction/05 - JAX vs. TensorFlow vs. PyTorch.srt

6.44KB

~Get Your Files Here !/01 - Introduction/06 - Getting set up with Colab.mp4

4.15MB

~Get Your Files Here !/01 - Introduction/06 - Getting set up with Colab.srt

3.98KB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/01 - JAX arrays.mp4

7.84MB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/01 - JAX arrays.srt

7.31KB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/02 - JAX arrays and NumPy arrays Similarities.mp4

9.32MB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/02 - JAX arrays and NumPy arrays Similarities.srt

7.89KB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/03 - JAX arrays and NumPy arrays Differences.mp4

6.08MB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/03 - JAX arrays and NumPy arrays Differences.srt

4.68KB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/04 - Asynchronous dispatch and JAX array speed up.mp4

5.8MB

~Get Your Files Here !/02 - 1. Working with JAX Arrays/04 - Asynchronous dispatch and JAX array speed up.srt

5.01KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/01 - Composable function transformations.mp4

5.55MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/01 - Composable function transformations.srt

5.65KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/02 - JIT and pure functions.mp4

8.97MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/02 - JIT and pure functions.srt

9.47KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/03 - Using JIT.mp4

6.74MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/03 - Using JIT.srt

5.61KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/04 - Tracer objects in JIT.mp4

10.79MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/04 - Tracer objects in JIT.srt

8.3KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/05 - Impure functions and JIT IO streams.mp4

3.16MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/05 - Impure functions and JIT IO streams.srt

3.21KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/06 - Impure functions and JIT Global state.mp4

6.17MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/06 - Impure functions and JIT Global state.srt

6.16KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/07 - Impure functions and JIT Iterators.mp4

5.29MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/07 - Impure functions and JIT Iterators.srt

4.78KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/08 - Jaxprs.mp4

4.7MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/08 - Jaxprs.srt

4.21KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/09 - Control flow statements and JIT.mp4

4.79MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/09 - Control flow statements and JIT.srt

5.05KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/10 - Static arguments in jitted functions.mp4

6.76MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/10 - Static arguments in jitted functions.srt

6.18KB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/11 - Lambdas and JIT.mp4

3.44MB

~Get Your Files Here !/03 - 2. Just-in-Time Compilation/11 - Lambdas and JIT.srt

3KB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/01 - Understanding vectorization and parallelization.mp4

6.57MB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/01 - Understanding vectorization and parallelization.srt

7.15KB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/02 - Automatic vectorization.mp4

9.66MB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/02 - Automatic vectorization.srt

7.15KB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/03 - Comparing naive and manual batching with automatic vectorization.mp4

12.66MB

~Get Your Files Here !/04 - 3. Automatic Vectorization and Automatic Parallelization/03 - Comparing naive and manual batching with automatic vectorization.srt

10.23KB

~Get Your Files Here !/05 - 4. Computing Gradients/01 - Understanding gradient computation.mp4

5.06MB

~Get Your Files Here !/05 - 4. Computing Gradients/01 - Understanding gradient computation.srt

4.61KB

~Get Your Files Here !/05 - 4. Computing Gradients/02 - Gradient computation.mp4

5.37MB

~Get Your Files Here !/05 - 4. Computing Gradients/02 - Gradient computation.srt

4.63KB

~Get Your Files Here !/05 - 4. Computing Gradients/03 - Higher order gradients.mp4

5.82MB

~Get Your Files Here !/05 - 4. Computing Gradients/03 - Higher order gradients.srt

5.4KB

~Get Your Files Here !/05 - 4. Computing Gradients/04 - Jacobians and Hessians.mp4

5.98MB

~Get Your Files Here !/05 - 4. Computing Gradients/04 - Jacobians and Hessians.srt

5.08KB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/01 - Understanding pytrees.mp4

4.23MB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/01 - Understanding pytrees.srt

5.59KB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/02 - Simple pytrees.mp4

10.68MB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/02 - Simple pytrees.srt

9.58KB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/03 - Operations on pytrees.mp4

6.15MB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/03 - Operations on pytrees.srt

5.52KB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/04 - Pytree containers.mp4

3.38MB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/04 - Pytree containers.srt

2.54KB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/05 - Custom containers as pytrees.mp4

7.03MB

~Get Your Files Here !/06 - 5. Performing Transformations on pytrees/05 - Custom containers as pytrees.srt

5.53KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/01 - Regression using a single neuron Loading and preprocessing data.mp4

8.65MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/01 - Regression using a single neuron Loading and preprocessing data.srt

6.84KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/02 - Regression using a single neuron Helper functions.mp4

6.07MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/02 - Regression using a single neuron Helper functions.srt

4.85KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/03 - Regression using a single neuron Training and evaluating a model.mp4

4.83MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/03 - Regression using a single neuron Training and evaluating a model.srt

4.09KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/04 - Regression using a neural network Helper functions.mp4

10.01MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/04 - Regression using a neural network Helper functions.srt

8.52KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/05 - Regression using a neural network Training a model and visualizing results.mp4

5.79MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/05 - Regression using a neural network Training a model and visualizing results.srt

4.43KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/06 - Classification using neural network Loading and preprocessing data.mp4

8.17MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/06 - Classification using neural network Loading and preprocessing data.srt

6.5KB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/07 - Classification using neural network Training and evaluating model.mp4

10.15MB

~Get Your Files Here !/07 - 6. Training Simple Neural Networks/07 - Classification using neural network Training and evaluating model.srt

8.21KB

~Get Your Files Here !/08 - Conclusion/01 - Summary and next steps.mp4

3.48MB

~Get Your Files Here !/08 - Conclusion/01 - Summary and next steps.srt

3.91KB

~Get Your Files Here !/Bonus Resources.txt

386B

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