Data Analysis with Python Course - Numpy, Pandas, Data Visualization

freeCodeCamp.org · Beginner ·📊 Data Analytics & Business Intelligence ·5y ago

Key Takeaways

Analyzes data using Python, Numpy, Pandas, and Data Visualization techniques

Original Description

Learn the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis in this course for beginners. This was originally presented as a live course. By the end of the course, you will be able to build an end-to-end real-world course project and earn a verified certificate of accomplishment. There are no prerequisites for this course. Learn more and register for a certificate of accomplishment here: http://zerotopandas.com ‼️ Some of the data files used in this course are now in a new location. Some of the data you can find in this repo: https://github.com/the-stranger-web/jovian_Data_Analyst/tree/main 💻 Code References • First steps with Python: https://jovian.ai/aakashns/first-steps-with-python • Variables and data types: https://jovian.ai/aakashns/python-variables-and-data-types • Conditional statements and loops: https://jovian.ai/aakashns/python-branching-and-loops • Functions and scope: https://jovian.ai/aakashns/python-functions-and-scope • Working with OS & files: https://jovian.ai/aakashns/python-os-and-filesystem • Numerical computing with Numpy: https://jovian.ai/aakashns/python-numerical-computing-with-numpy • 100 Numpy exercises: https://jovian.ai/aakashns/100-numpy-exercises • Analyzing tabular data with Pandas: https://jovian.ai/aakashns/python-pandas-data-analysis • Matplotlib & Seaborn tutorial: https://jovian.ai/aakashns/python-matplotlib-data-visualization • Data visualization cheat sheet: https://jovian.ai/aakashns/dataviz-cheatsheet • EDA on StackOverflow Developer Survey: https://jovian.ai/aakashns/python-eda-stackoverflow-survey • Opendatasets python package: https://github.com/JovianML/opendatasets • EDA starter notebook: https://jovian.ai/aakashns/zerotopandas-course-project-starter ❤️ Try interactive Python courses in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from Scrimba) ⭐️ Course Contents ⭐️ 0:00:00 Introduction Lecture 1 0:01:42 Python Programming Fundamentals 0:02:40 C
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Playlist

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1 React: Production Server Setup Part 2 - Live Coding with Jesse
React: Production Server Setup Part 2 - Live Coding with Jesse
freeCodeCamp.org
2 cookies vs localStorage vs sessionStorage - Beau teaches JavaScript
cookies vs localStorage vs sessionStorage - Beau teaches JavaScript
freeCodeCamp.org
3 Browser history tutorial - Beau teaches JavaScript
Browser history tutorial - Beau teaches JavaScript
freeCodeCamp.org
4 Graph Data Structure Intro (inc. adjacency list, adjacency matrix, incidence matrix)
Graph Data Structure Intro (inc. adjacency list, adjacency matrix, incidence matrix)
freeCodeCamp.org
5 React: Parameterized Routing with Next.js - Live Coding with Jesse
React: Parameterized Routing with Next.js - Live Coding with Jesse
freeCodeCamp.org
6 React: Dealing with jQuery Issues - Live Coding with Jesse
React: Dealing with jQuery Issues - Live Coding with Jesse
freeCodeCamp.org
7 setInterval and setTimeout: timing events - Beau teaches JavaScript
setInterval and setTimeout: timing events - Beau teaches JavaScript
freeCodeCamp.org
8 Browser and Device Testing - Live Coding with Jesse
Browser and Device Testing - Live Coding with Jesse
freeCodeCamp.org
9 Last Minute Updates - Live Coding with Jesse
Last Minute Updates - Live Coding with Jesse
freeCodeCamp.org
10 Post Launch Updates - Live Coding with Jesse
Post Launch Updates - Live Coding with Jesse
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11 React: Setting Up Google Analytics - Live Coding with Jesse
React: Setting Up Google Analytics - Live Coding with Jesse
freeCodeCamp.org
12 React: Masonry Layout - Live Coding with Jesse
React: Masonry Layout - Live Coding with Jesse
freeCodeCamp.org
13 Load Balancing Digital Ocean Droplets - Live Coding with Jesse
Load Balancing Digital Ocean Droplets - Live Coding with Jesse
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14 try, catch, finally, throw - error handling in JavaScript
try, catch, finally, throw - error handling in JavaScript
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15 Load Balancing: SSL Passthrough Setup - Live Coding with Jesse
Load Balancing: SSL Passthrough Setup - Live Coding with Jesse
freeCodeCamp.org
16 Graphs: breadth-first search - Beau teaches JavaScript
Graphs: breadth-first search - Beau teaches JavaScript
freeCodeCamp.org
17 React: Masonry Layout Part 2 - Live Coding with Jesse
React: Masonry Layout Part 2 - Live Coding with Jesse
freeCodeCamp.org
18 React: WordPress API Live Search - Live Coding with Jesse
React: WordPress API Live Search - Live Coding with Jesse
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19 Creating WordPress Custom Post Types - Live Coding With Jesse
Creating WordPress Custom Post Types - Live Coding With Jesse
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20 Dates - Beau teaches JavaScript
Dates - Beau teaches JavaScript
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21 Miscellaneous Front End Updates - Live Coding with Jesse
Miscellaneous Front End Updates - Live Coding with Jesse
freeCodeCamp.org
22 Merging a Pull Request from GitHub - Live Coding with Jesse
Merging a Pull Request from GitHub - Live Coding with Jesse
freeCodeCamp.org
23 React + Prettier + Standard JS - Live Coding with Jesse
React + Prettier + Standard JS - Live Coding with Jesse
freeCodeCamp.org
24 React: Sortable Responsive Table - Live Coding with Jesse
React: Sortable Responsive Table - Live Coding with Jesse
freeCodeCamp.org
25 Geolocation Sorting by Distance - Live Coding with Jesse
Geolocation Sorting by Distance - Live Coding with Jesse
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26 Tradeoff Matrix - Agile Software Development
Tradeoff Matrix - Agile Software Development
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27 The Definition of Ready - Agile Software Development
The Definition of Ready - Agile Software Development
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28 Getting first React job without experience - Ask Preethi
Getting first React job without experience - Ask Preethi
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29 React: Google Analytics Click Tracking - Live Coding with Jesse
React: Google Analytics Click Tracking - Live Coding with Jesse
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30 Submitting a PR to an Open Source Project - Live Coding with Jesse
Submitting a PR to an Open Source Project - Live Coding with Jesse
freeCodeCamp.org
31 Should I go back to school to get CS degree? - Ask Preethi
Should I go back to school to get CS degree? - Ask Preethi
freeCodeCamp.org
32 Hero Section CSS Changes - Live Coding with Jesse
Hero Section CSS Changes - Live Coding with Jesse
freeCodeCamp.org
33 Working Agreement - Agile Software Development
Working Agreement - Agile Software Development
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34 A day at Pennybox with Co-Founder Reji Eapen
A day at Pennybox with Co-Founder Reji Eapen
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35 React: Sorting and Filtering Data - Live Coding with Jesse
React: Sorting and Filtering Data - Live Coding with Jesse
freeCodeCamp.org
36 React: Sorting and Filtering Data Part 2 - Live Coding with Jesse
React: Sorting and Filtering Data Part 2 - Live Coding with Jesse
freeCodeCamp.org
37 React: Building a New UI - Live Coding with Jesse
React: Building a New UI - Live Coding with Jesse
freeCodeCamp.org
38 Definition of Done - Agile Software Development
Definition of Done - Agile Software Development
freeCodeCamp.org
39 Getting started with jQuery (tutorial) - Beau teaches JavaScript
Getting started with jQuery (tutorial) - Beau teaches JavaScript
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40 Making a React Blog with WordPress Content - Live Coding with Jesse
Making a React Blog with WordPress Content - Live Coding with Jesse
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41 React, NextJS, CSS - Live Coding with Jesse
React, NextJS, CSS - Live Coding with Jesse
freeCodeCamp.org
42 jQuery events - Beau teaches JavaScript
jQuery events - Beau teaches JavaScript
freeCodeCamp.org
43 React/NextJS Routing and WordPress API Custom Types - Live Coding with Jesse
React/NextJS Routing and WordPress API Custom Types - Live Coding with Jesse
freeCodeCamp.org
44 React: Working with API Data - Live Coding with Jesse
React: Working with API Data - Live Coding with Jesse
freeCodeCamp.org
45 React: Refactoring Components - Live Streaming with Jesse
React: Refactoring Components - Live Streaming with Jesse
freeCodeCamp.org
46 jQuery effects - Beau teaches JavaScript
jQuery effects - Beau teaches JavaScript
freeCodeCamp.org
47 More React Refactoring - Live Coding with Jesse
More React Refactoring - Live Coding with Jesse
freeCodeCamp.org
48 animate in jQuery - Beau teaches JavaScript
animate in jQuery - Beau teaches JavaScript
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49 "Finishing" My React Site - Live Coding with Jesse
"Finishing" My React Site - Live Coding with Jesse
freeCodeCamp.org
50 Starting a New React Project (P2D1) - Live Coding with Jesse
Starting a New React Project (P2D1) - Live Coding with Jesse
freeCodeCamp.org
51 React Project 2 Day 2: Learning Material UI - Live Coding with Jesse
React Project 2 Day 2: Learning Material UI - Live Coding with Jesse
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52 The Agile Manifesto - Agile Software Development
The Agile Manifesto - Agile Software Development
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53 jQuery: get and set with http, text, val, and attr - Beau teaches JavaScript
jQuery: get and set with http, text, val, and attr - Beau teaches JavaScript
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54 React Project 2 Day 3 - Live Coding with Jesse
React Project 2 Day 3 - Live Coding with Jesse
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55 The INVEST approach to product backlog items
The INVEST approach to product backlog items
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56 React Project 2 Day 4 - Live Coding with Jesse
React Project 2 Day 4 - Live Coding with Jesse
freeCodeCamp.org
57 Chickens and Pigs - Agile Software Development
Chickens and Pigs - Agile Software Development
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58 React Project 2 Day 5 - Live Coding with Jesse
React Project 2 Day 5 - Live Coding with Jesse
freeCodeCamp.org
59 jQuery: add and remove DOM elements - Beau teaches JavaScript
jQuery: add and remove DOM elements - Beau teaches JavaScript
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60 React Project 2 Day 6 - Live Coding with Jesse
React Project 2 Day 6 - Live Coding with Jesse
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