sjchoi86/Tensorflow-101 resource

Health v2 · maintenance only

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2591 stars · 729 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of TensorFlow tutorials written as Jupyter Notebooks, aimed at TensorFlow and deep learning beginners. It covers basics through CNNs, RNNs, and fine-tuning pre-trained models like VGG.

Use cases

• learn tensorflow from scratch
• understand convolutional neural networks with mnist
• learn how to build recurrent neural networks
• fine-tune a pretrained vgg model on custom data
• get example notebooks for linear and logistic regression
• find a recipe book of deep learning examples

When to choose

• you are a beginner wanting kindly explained TensorFlow notebooks
• you want runnable examples covering MLP, CNN, and RNN basics
• you want to learn fine-tuning pretrained models like VGG

When to avoid

• you need tutorials for TensorFlow 2.x or current APIs
• you need production-grade code rather than educational notebooks
• you need actively maintained content with recent updates

Facets

learning-resource · maturity maintenance

machine-learning deep-learning image-processing data-science deep-learning machine-learning tutorials computer-vision python cross-platform tensorflow jupyter-notebook cnn rnn mnist vgg educational natural-language-processing

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markdown · JSON · MCP: product_card(name="sjchoi86/Tensorflow-101")