https-deeplearning-ai/tensorflow-1-public resource

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2611 stars · 2687 forks observed · 2026-08-28

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

The public repository of assignments and ungraded labs for the DeepLearning.AI TensorFlow Developer Professional Certificate, organized course-by-course and week-by-week as Jupyter notebooks. It covers neural network fundamentals, CNNs for computer vision, NLP with TensorFlow, and time series forecasting.

Use cases

• learn tensorflow for deep learning
• practice building neural networks with jupyter notebooks
• course assignments for cnn image classification
• learn nlp with tensorflow
• time series forecasting with tensorflow exercises
• prepare for the tensorflow developer certificate

When to choose

• you are enrolled in or following the DeepLearning.AI TensorFlow Developer certificate on Coursera
• you want hands-on notebook-based exercises covering CNNs, NLP, and time series in TensorFlow
• you prefer structured, week-by-week guided labs

When to avoid

• you need a production TensorFlow library or tool rather than educational material
• you want a framework-agnostic or PyTorch-based deep learning course
• you need up-to-date TensorFlow 2.x APIs beyond what the notebooks use

Facets

learning-resource · maturity active

machine-learning deep-learning nlp computer-vision deep-learning machine-learning computer-vision education tutorials python cross-platform tensorflow jupyter-notebooks coursera course-assignments neural-networks cnn transfer-learning time-series deeplearning-ai natural-language-processing

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