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/data-engineering-zoomcamp
Code for Data Engineer Zoomcamp course
eliekawerk/causal_debiased_ranking
We will show how to factorize and debias ranking to improve personalization and reduce popularity bias both on item side and to reduce the dominance of power users.
eliekawerk/data-engineer-camp-ELT-chess-project
eliekawerk/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
eliekawerk/DataEngineer-io-bootcamp3-homework-submission-anjala.lahan
DataEngineer-io bootcamp3 homework submission <Combined Track> <Submitted by Anjala Abdul Rehman>
eliekawerk/dataengineerio-capstone-ryanbrown
capstone project for Dataengineer.io bootcamp Public Repo
eliekawerk/Demand-Estimation
Demand Estimation taught by Jeff Gortmaker and Ariel Pakes
eliekawerk/ds4b_201p_course
eliekawerk/ebnerd-benchmark
Ekstra Bladet Recommender System repository for benchmarking the EBNeRD dataset.
eliekawerk/fastapi-project
eliekawerk/forecasting-with-machine-learning
Code repository for the course "Forecasting with Machine Learning Models"
eliekawerk/Graphs4Sci
eliekawerk/Introduction_to_Deep_Learning_and_Neural_Networks
Educative course: Introduction to Deep Learning & Neural Networks
eliekawerk/kd_early_ranker
Covers a couple of approaches to training an early ranker with knowledge distillation from final ranker
eliekawerk/Kyle_caron_case_studies
eliekawerk/Matteo-Courthoud-Blog-Posts
Code and notebooks for my Medium blog posts
eliekawerk/Mixtape-Frontiers-in-DID
Frontiers in Difference-in-Differences taught by Brantly Callaway
eliekawerk/ml-engineering
Machine Learning Engineering Open Book
eliekawerk/practical-data-engineering
Real estate dagster pipeline
eliekawerk/reddit-dataengineerio
repo holding reddit etl process
eliekawerk/reservation_cancellation_prediction
Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow
eliekawerk/reward_maximizing_ranking
Adding REINFORCE based reward maximization to pointwise ranking
eliekawerk/serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
eliekawerk/sml-project-2023-manfredi-meneghin
Scalable Machine Learning and Deep Learning, Final Project, 2023/2024
eliekawerk/spotify-stream-analytics
Generate synthetic Spotify music stream dataset to create dashboards. Spotify API generates fake event data emitted to Kafka. Spark consumes and processes Kafka data, saving it to the Datalake. Airflow orchestrates the pipeline. dbt moves data to Snowflake, transforms it, and creates dashboards.
eliekawerk/stat-arb-book
eliekawerk/uplift_modeling_imbalanced
Code related to my dissertation on uplift modeling (a.k.a. heterogeneous treatment effect)
eliekawerk/viberary
Good books, good vibes
eliekawerk/wave_height_prediction_huntington
Wave height prediction for the Huntington beach in California, USA.
eliekawerk/ZachV3Bootcamp
Repository