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apress-ai-ortools

craft-beers-dataset

Craft Beers & Data Science - Data Analysis of a Craft Beer Dataset

flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interactive-dashboards-and-data-apps-with-plotly-and-dash

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

microsoft-adventureworks-database-analysis-visualization-with-powerbi

I chose 'AdventureWorksLT2019.bak' and 'AdventureWorksLT2017.bak' data for analysis & visualization. The query editing was done in 'Microsoft SQL Server Management Studio' and the visualization part was using 'Microsoft Power BI'. Also for analysis, I used MS Excel and PowerBI's query tool.

pandas-cookbook

Pandas Cookbook, published by Packt

pandas_exercises

Practice your pandas skills!

practical-python

Practical Python Programming (course by @dabeaz)

python-data-cleaning-cookbook

Python Data Cleaning Cookbook, published by Packt

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

the-data-analysis-workshop

A New Interactive Approach to Learning Data Analysis

tiny_python_projects

Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.

tutorials

Python data science and machine learning from Ted Petrou with Dunder Data

web-scraping-python-bootcamp