#746 · Primary category: Education & Research

TensorFlow-Tutorials

deep-learning machine-learning neural-network python-notebook reinforcement-learning tensorflow tutorial youtube

TensorFlow Tutorials with YouTube Videos

Project last updated:01/15/21

GitHub Stars

9.3K

Forks

4.1K

Contributors

1

License

MIT

Why we included this project

This is one of the friendliest self-paced paths into deep learning we have come across. Each notebook covers a single topic with heavily commented code, so a beginner can work through convolutional networks, fine-tuning, reinforcement learning, and hyper-parameter optimization without drowning in jargon. Nearly every tutorial has a matching YouTube walkthrough, which helps if you prefer hearing someone explain the theory before running the code yourself. Several notebooks have been updated for TensorFlow 2 and can run directly in Google Colab, so there is no local setup to fight with. Treat it as a structured way to build your fundamentals rather than a library you would drop into a production stack.

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