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A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.
A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A Collection of application ideas which can be used to improve your coding skills.
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
This repo contains all the consolidated list of questions based on the DCA study guide
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
This repository is a collection of resources to prepare for the Certified Kubernetes Security Specialist (CKSS) exam.
🎓 List of Udacity Nanodegree programs with links to the free courses in their curricula
A comprehensive resource for learning and implementing algorithms and data structures. This repository includes detailed notes, complexity analysis, and code examples in C++, Java, Python, and more…
A curated collection of publicly available resources on dbt best practices and how data-driven organizations around the world utilize dbt
A curated collection of publicly available resources on how technology and tech-savvy organizations around the world practice Site Reliability Engineering (SRE)
AI Digest: Monthly updates on AI and ML topics
Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.
A comprehensive Spark guide collated from multiple sources that can be referred to learn more about Spark or as an interview refresher.
📓 A curated collection of free public Computer Science classes from colleges across America
Github mirror of M. Zinkevich's "Rules of Machine Learning" style guide, with extra goodness.
∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc
The Cloud Cost Handbook is a free, open-source, community-supported set of guides meant to help explain often-times complex pricing of public cloud infrastructure and service providers in plain eng…
Example distributed app composed of multiple containers for Docker, Compose, Swarm, and Kubernetes
Roadmap to becoming a data engineer in 2021
Guides and docs to help you get up and running with Apache Airflow.
📖 A collection of pure bash alternatives to external processes.
Example repo to create end to end tests for data pipeline.
This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things Dev…