Pinned Repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
Awesome_Machine_Learning_Solutions
A curated list of repositories for my book Machine Learning Solutions.
Customer_Segments
Cluster Similar Customers of a Retailer using Machine Learning.
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
Employee_Retention
Predict employee retention rate for the HR department of a company using machine learning.
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Lebanon_AI_meet_up
Presentations and Notebooks for Lebanon AI Meetup
production-data-science
Production Data Science: a workflow for collaborative data science aimed at production
Real_Estate_Tycoon_project
Predict Housing Prices using Machine Learning.
structuring_ML_project
eliekawerk's Repositories
eliekawerk/automatic-pair-trading
Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.
eliekawerk/awesome-dbt
A curated list of awesome dbt resources
eliekawerk/awesome-langchain
😎 Awesome list of tools and projects with the awesome LangChain framework
eliekawerk/awesome-mlops
A list of references for MLOps
eliekawerk/awesome-quarto
A curated list of Quarto talks, tools, examples & articles! Contributions welcome!
eliekawerk/booking.com-ml-quality-model
eliekawerk/corise-ml-forecasting
eliekawerk/Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
eliekawerk/deepscm
Repository for Deep Structural Causal Models for Tractable Counterfactual Inference
eliekawerk/DS4B_201_R_Employee_Attrition_Project
DS4B 201 class by Matt Dancho
eliekawerk/energy-forecasting
🔋 The Full Stack 7-Steps MLOps Framework - Learn ML Engineering by designing, implementing, monitoring, and deploying your own energy consumption forecaster.
eliekawerk/gdmarmerola.github.io
My webpage drawing inspiration from the Sleek theme: https://github.com/janczizikow/sleek
eliekawerk/hands-on-train-and-deploy-ml
Train an ML model to predict crypto prices and deploy it as a REST API.
eliekawerk/learndb-py
Learn database internals by implementing it from scratch.
eliekawerk/LLM-Training-Puzzles
What would you do with 1000 H100s...
eliekawerk/Mixtape-Regression-Discontinuity
Regression Discontinuity Mixtape Track taught by Rocio Titiunik
eliekawerk/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
eliekawerk/mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
eliekawerk/modular-real-time-pipeline
Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expected.
eliekawerk/post-modern-stack
Joining the modern data stack with the modern ML stack
eliekawerk/RepresentationLearning_SS2023
Representation Learning MSc course Summer Semester 2023
eliekawerk/stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
eliekawerk/Sustainable-Scalable-Machine-Learning-Project-Development
eliekawerk/system-design
Learn how to design systems at scale and prepare for system design interviews
eliekawerk/The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
eliekawerk/typelevel-project-rockthejvm
Code source for the "The Typelevel Rite of Passage" course on "Rock the JVM"
eliekawerk/Udacity-Data-Engineering-with-AWS
Data Engineering with AWS
eliekawerk/weclouddata-text-summarizer-deploy
eliekawerk/weights-and-biases-moocs-edu
Educational materials on deep learning by Weights & Biases
eliekawerk/you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools