Sarangsh Nandi's Projects
Case study solutions for #8WeekSQLChallenge at https://8weeksqlchallenge.com
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.
A SQL Case Study performed on Daily BTC data available on the [Serious SQL](https://www.datawithdanny.com) course by Danny Ma.
code for Data Science From Scratch book
Data science interview questions and answers
Toturials coming with the "data science roadmap" picture.
Analyzing the dognition dataset to uncover trends and develop insights into how Dognition can incentivize users into taking more personality assessment tests
Efficient Python Tricks and Tools for Data Scientists
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
*Summary of 102 LeetCode SQL questions* This note aims to help people learn and review SQL efficiently. The first draft mainly focuses on T-SQL/MS SQL Server.
A case study that I've worked on as apart of the Serious SQL course by Danny Ma.
Essential mathematics for applied machine learning and data science
A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months
Companion webpage to the book "Mathematics For Machine Learning"
Code and Data for the First Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).
Repository to store sample python programs for python learning
An introduction to data science using Python and Pandas with Jupyter notebooks
Python Data Science Handbook: full text in Jupyter Notebooks
Analyzing sales data for a company to identify gaps in their revenue and help their sales managers curate effective strategies to target customers and improve profit.
Materials for the Statistics in Sports class for first-year undergrads
Python library to scrape shots data for either a single game or a whole season from understat.com