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[ FreeCourseWeb com ] Deep Learning with TensorFlow - Insights and Innovations
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01 - Introduction
01 - Welcome to deep learning with TensorFlow.mp4
01 - Welcome to deep learning with TensorFlow.srt
02 - 1. Diving into Codespaces
01 - Codespaces Your ready-to-use workspace.mp4
01 - Codespaces Your ready-to-use workspace.srt
02 - Setting up TensorFlow with Codespaces.mp4
02 - Setting up TensorFlow with Codespaces.srt
03 - 2. Understanding TensorFlow
01 - TensorFlow essentials.mp4
01 - TensorFlow essentials.srt
02 - TensorFlow simplified for NumPy users.mp4
02 - TensorFlow simplified for NumPy users.srt
03 - Machine learning workflow.mp4
03 - Machine learning workflow.srt
04 - Challenge Normalizing tensors.mp4
04 - Challenge Normalizing tensors.srt
05 - Solution Step-by-step statistical analysis.mp4
05 - Solution Step-by-step statistical analysis.srt
04 - 3. Building Your First Model
01 - Let's create a TensorFlow model.mp4
01 - Let's create a TensorFlow model.srt
02 - Preprocessing and feeding data into your model.mp4
02 - Preprocessing and feeding data into your model.srt
03 - Monitor training and validation.mp4
03 - Monitor training and validation.srt
04 - Success metrics.mp4
04 - Success metrics.srt
05 - Save and reuse trained models.mp4
05 - Save and reuse trained models.srt
06 - Autoencoders A gentle introduction to generative models.mp4
06 - Autoencoders A gentle introduction to generative models.srt
07 - Challenge My first TensorFlow model.mp4
07 - Challenge My first TensorFlow model.srt
08 - Solution Building blocks to TensorFlow mastery.mp4
08 - Solution Building blocks to TensorFlow mastery.srt
05 - 4. Mastering TensorBoard
01 - Visualizing success with TensorBoard.mp4
01 - Visualizing success with TensorBoard.srt
02 - Deep dives into training metrics.mp4
02 - Deep dives into training metrics.srt
06 - Conclusion
01 - Next steps.mp4
01 - Next steps.srt
Bonus Resources.txt
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