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Name: Elie Kawerk
Type: User
Bio: Data scientist, Machine Learning Practitioner, and Python Lover.
Name: Elie Kawerk
Type: User
Bio: Data scientist, Machine Learning Practitioner, and Python Lover.
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Python implementations of Machine Learning models and algorithms from scratch. Aims to cover everything from Data Mining techniques to Deep Learning.
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Pen and paper exercises in machine learning
Companion repository for the book Building Machine Learning Powered Applications
Machine Learning System Design
System design patterns for machine learning
machine learning system examples
Train and Deploy Simple Machine Learning Model With Web Interface - Docker, PyTorch & Flask
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
📺 A repository to index and organize the latest machine learning courses found on YouTube.
Using Kafka-Python to illustrate a ML production pipeline
Minimal and clean examples of machine learning algorithms implementations
The code from the Machine Learning Bookcamp book and a free course based on the book
Machine Learning Engineer interview preparation. Brushing up Data Structures & Algorithms, System Design and SQL
A project-based course on the foundations of MLOps with a focus on intuition and application.
MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
A list of references for MLOps
This repository contains a collection of workshops that show different approaches to MLOps on AWS.
Free MLOps course from DataTalks.Club
C++ Nanodegree Program: https://www.udacity.com/course/c-plus-plus-nanodegree--nd213
Java Programming Nanodegree Program: https://www.udacity.com/course/java-programming-nanodegree--nd079
Modern Python Projects course materials and handouts
A Monte Carlo fund simulator for VC funds to model different deployment strategies
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.