Learn how to design, develop, deploy and iterate on production-grade ML applications.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

📡 Simple and ready-to-use tutorials for TensorFlow

Practice your pandas skills!

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! W…

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

A python tutorial on bayesian modeling techniques (PyMC3)

Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

My solution to the book <A collection of Data Science Take-home Challenges>

Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

Email Newsletter

This course covers how you can use NLP to do stuff.

Course "Theories of Deep Learning"

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Course notes for MSDS501, computational boot camp, at the University of San Francisco

A repository to keep all open sources projects that created by individuals or study groups.

Tutorial detailing how to build a multilayer perceptron from scratch

Data Engineering, Data Warehouse, Data Mart, Cloud Data, AWS, SAS, Redshift, S3

In this project, we will build and ETL(Extract,Transform,Load) pipeline using the Spotify API on AWS. The pipeline will retrieve data from the Spotify API, transform into desired format and load it…

A repo to track data engineering projects

Database