amanchadha/coursera-deep-learning-specialization
Andrew Ng’s DL specialization, collected and updated
A curated archive of programming assignments, quiz solutions, and interview-ready notes for all five courses in the Coursera Deep Learning track.
Not currently ranked — collecting fresh signals.
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What it does This repository gathers completed Jupyter notebooks, quiz solutions, and supplementary notes for the full five-course Coursera Deep Learning specialization taught by Andrew Ng. It walks through the standard progression—from basic neural networks and hyperparameter tuning to CNNs, RNNs, and Transformers—with all programming assignments updated in 2021 to use TensorFlow 2 instead of the original TensorFlow 1 codebase.
The interesting bit
The maintainer also publishes interview-ready notes at aman.ai, effectively turning the coursework into a study guide. Rather than just dumping answers, the repo preserves the full pedagogical arc, including quirky assignments like jazz improvisation with LSTMs and dinosaur character-level language modeling that illustrate how foundational concepts map to unexpected applications.
Key highlights
- Complete notebooks for all five courses, from logistic regression to Transformer networks
- Quiz solutions in both Markdown and PDF formats
- Updated in 2021 to replace TensorFlow 1 with TensorFlow 2
- Covers niche exercises: YOLO car detection, neural style transfer, trigger-word detection, and Transformer-based question answering
- Links to external interview-prep notes at
aman.ai
Verdict Useful if you are currently working through the specialization or prepping for interviews and need a well-organized reference. Not what you want if you are hunting for original research code or a reusable library—this is strictly a curated coursework companion.
Frequently asked
- What is amanchadha/coursera-deep-learning-specialization?
- A curated archive of programming assignments, quiz solutions, and interview-ready notes for all five courses in the Coursera Deep Learning track.
- Is coursera-deep-learning-specialization open source?
- Yes — amanchadha/coursera-deep-learning-specialization is an open-source project tracked on heatdrop.
- What language is coursera-deep-learning-specialization written in?
- amanchadha/coursera-deep-learning-specialization is primarily written in Jupyter Notebook.
- How popular is coursera-deep-learning-specialization?
- amanchadha/coursera-deep-learning-specialization has 4.3k stars on GitHub.
- Where can I find coursera-deep-learning-specialization?
- amanchadha/coursera-deep-learning-specialization is on GitHub at https://github.com/amanchadha/coursera-deep-learning-specialization.