Parth Patel's starred repositories
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
godbledger
Accounting Software with GRPC endpoints and SQL Backends
account-service
Sample Account Service to demonstrate the Hexagonal Architecture
kubernetes-the-hard-way
Bootstrap Kubernetes the hard way. No scripts.
backend-challenges
A public list of open-source challenges from jobs around the world
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
best-of-python
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.
python-patterns
A collection of design patterns/idioms in Python
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-code-reading
A curated list of high-quality codebases to read and study. Read more code!
rubber-docker
A workshop on Linux containers: Rebuild Docker from Scratch
wasm-fizzbuzz
WebAssembly from Scratch: From FizzBuzz to DooM.
mastering-zsh
Advanced topics to take advantage of zsh 👩💻👨💻
understanding-math
Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
awesome-talks
Awesome online talks and screencasts
data-science-interviews
Data science interview questions and answers