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10_python_pandas_module

Pandas is a high-level data manipulation tool developed by Wes McKinney. It is built on the Numpy package and its key data structure is called the DataFrame. DataFrames allow you to store and manipulate tabular data in rows of observations and columns of variables.

2021

Materials for Applied Data Analysis CS-401, Fall 2021

2022_intro_python

Course Repository for "Introduction to Scientific Programming with Python" (UNIL, FGSE, Fall 2022)

2022_ml_earth_env_sci

Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences

ada-epfl

algaeandoxygen

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

covid-19-eda-tutorial

This tutorial's purpose is to introduce people to the [2019 Novel Coronavirus COVID-19 (2019-nCoV) Data Repository by Johns Hopkins CSSE](https://github.com/CSSEGISandData/COVID-19) and how to explore it using some foundational packages in the Scientific Python Data Science stack.

data-analysis

Data Science Using Python

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-analysis-using-python

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

data-science

R , Python, Machine Learning, Data Analysis, Data Visualization,Data Manipulation,Data Cleaning

data-science--cheat-sheet

Cheat Sheets

data-science-and-machine-learning-from-scratch

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

data-science-complete-tutorial

For extensive instructor led learning

data-science-projects

Collection of data science projects in Python

data-science-projects-with-python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science-tutorial

Data Science Tutorial

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

exploratory-data-analysis-with-pandas-and-python-3.x

Exploratory Data Analysis with Pandas and Python 3.x, published by Packt

hacker-stats-in-python-live-training

Live Training Session: Hacker Stats in Python

hands-on-data-analysis-with-pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

hands-on-exploratory-data-analysis-with-python

Hands-on Exploratory Data Analysis with Python, published by Packt

ibmstatistics

Statistics for Data Science with Python

intro-to-python

An intro to Python & programming for wanna-be data scientists

intro2stats

Introduction to Statistics using Python

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

jupyter

Repository containing Jupyter Notebooks for most of the blog posts on my blog. For example, there are data visualization, data manipulation, and data analysis code examples in the Notebooks