Sejal Vaidya's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
data-engineering-zoomcamp
Free Data Engineering course!
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
mlops-zoomcamp
Free MLOps course from DataTalks.Club
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
data-science-interviews
Data science interview questions and answers
getting-a-gig
Guide for getting a gig as a tech student.
book-notes
Notes from books and other interesting things that I've read. Table of contents at the end 👇
educative.io_courses
this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack
beginner_de_project
Beginner data engineering project - batch edition
mlplatform-workshop
🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
Marketing-Data-Science
Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).
ml-monitoring
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
data-paths
Learning paths for data roles
airflow-testing-ci-workflow
(project & tutorial) dag pipeline tests + ci/cd setup
levytsroman.github.io
Personal portfolio page
Product-analytics-insights-collection
My Solutions to "A Collection of Data Science Take-Home Challenges" by Giulio Palombo.
ultimate-product-ds
The Ultimate Product Data Science & Analytics Resource
mlflow-talk
End to End example integrating MLFlow and Seldon Core
starter-kit
A starter kit for new chapters of WiMLDS
berlin-ds-lab
WiMLDS Berlin Data Science Lab
data-product-framework
A framework to create powerful and flexible data products combining automation, analytics, and AI using Notebook templates.
sagemaker-sentiment-analysis
Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model
berlin-tdd-workshop
Workshop materials for "Unit Testing for Data Science" organized by Berlin Women in Machine Learning & Data Science
Customer_Product_Analytics
Business problems solved using statistical and ML solutions