Avaneesh Yembadi's Projects
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Minimal examples of data structures and algorithms in Python
The best design tools for everything 👉
A curated list of references for MLOps
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of articles that cover the software engineering best practices for building machine learning applications.
A complete computer science study plan to become a software engineer.
DreamJob
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
GCP Secrets Manager Credentials Provider for Jenkins
Always know what to expect from your data.
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Book about interpretable machine learning
A Python framework for creating reproducible, maintainable and modular data science code.
Templates for your Kedro projects.
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
MLOps examples
100 numpy exercises (with solutions)
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
A collective list of free APIs
A Python module for learning all major algorithms
Repo to explore different versions and deployment
private spaceflights repo to experiment with different kedro versions
Repo to share any temp code. main likely to be empty and code only in branches
👩🏫 Advanced NLP with spaCy: A free online course