Abir Benamor's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
engineering-blogs
A curated list of engineering blogs
90DaysOfDevOps
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 DevOps, including Principles, Processes, Tooling and Use Cases surrounding this vast topic.
data-engineering-zoomcamp
Free Data Engineering course!
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
awesome-mlops
A curated list of references for MLOps
mlops-zoomcamp
Free MLOps course from DataTalks.Club
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
devops-resources
DevOps resources - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
building-machine-learning-pipelines
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
Python-MLOps-Cookbook
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
Python-Roadmap
Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms
e2e_ds_project
Tutorial repo for an end-to-end Data Science project
cloud-data-analysis-at-scale
[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.
mlflow-tracking-server
MLFLow Tracking Server based on Docker and AWS S3
psql-notes
These are my notes for learning PostgreSQL.
DataTalksClub2022
Slides for "Feature engineering for time series forecasting" talk for DataTalks.Club given in August 2022.
serverless-ml-workshop
Deployment of ML models with Serverless APIs (AWS Lambda) and Docker
ml-engineering-contsructor-workshop
The two days ML engineering workshop for constructor