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8-week-sql-challenge

Case study solutions for #8WeekSQLChallenge at https://8weeksqlchallenge.com

aapor-research-paper-23

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

case-study-1-danny-s-dinner

crypto-case-study

A SQL Case Study performed on Daily BTC data available on the [Serious SQL](https://www.datawithdanny.com) course by Danny Ma.

data-science-from-scratch

code for Data Science From Scratch book

data-science-interviews

Data science interview questions and answers

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

dognition-analysis

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

Efficient Python Tricks and Tools for Data Scientists

hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

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

health-analytics-case-study

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

leetcode-sql-summary

*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.

marketing-analytics-case-study

A case study that I've worked on as apart of the Serious SQL course by Danny Ma.

math-app-ml

Essential mathematics for applied machine learning and data science

ml-roadmap-for-2022

A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

new-beginnings

practical-sql

Code and Data for the First Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

py

Repository to store sample python programs for python learning

python-for-data-analysis

An introduction to data science using Python and Pandas with Jupyter notebooks

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

sales-insights-analysis

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.

sarangsh

stats_in_sports_2021

Materials for the Statistics in Sports class for first-year undergrads

understatscraper

Python library to scrape shots data for either a single game or a whole season from understat.com