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<a href='https://app.dataquest.io/login'><img src="README/logo.png"></a>
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<a href="https://www.dataquest.io/">Dataquest</a> is an online data learning portal that provides thousands of material and quizzes that can improve your data science skills like Python, R, SQL, Git, and more!
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<h1 align='center'>Learn by <strike>watching videos</strike> coding!</h1>
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Most people learn best by doing, yet many data science courses only ask you to memorize information, never to apply it. We took a different approach:
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- In interactive lessons, you'll learn a new concept, write code to apply it, and get feedback all on the same screen.
- In guided projects, you'll use the concepts you just learned to answer real-world questions on real datasets.
- In a typical Dataquest session, you won't go more than five minutes without writing code!
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<h1 align="center">Skill Paths</h1>
[🔍] [❌] SQL Fundamentals
<details><summary>Module Lists</summary>
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[❌] [🔍] [❌] Fundamentals of SQL I
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[❌] [🔍] [❌] Fundamentals of SQL II
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[❌] [🔍] [❌] From Reports to Insights with SQL
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[🔍] [📃] Python Basics for Data Analysis
<details><summary>Module Lists</summary>
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[🔍] [❌] R Basics for Data Analysis
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[📂] [🔍] [📃] Introduction to Data Analysis in R
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[📂] [🔍] [📃] Data Structures in R
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[📂] [🔍] [📃] Control Flow, Iteration and Functions in R
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[📂] [🔍] [📃] Specialized Data Processing in R: Strings and Dates
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[🔍] [❌] Data Analysis and Visualization with Python
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[📂] [🔍] [📃] Data Visualization Fundamentals
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[📂] [🔍] [📃] Exploratory Data Visualization
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[📂] [🔍] [📃] Storytelling Data Visualization and Information Design
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[📂] [🔍] [📃] Data Cleaning and Analysis
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[📂] [🔍] [📃] Data Cleaning in Python: Advanced
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[📂] [🔍] [📃] Data Cleaning Project Walkthrough
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[🔍] [📃] Data Visualization with R
<details><summary>Module Lists</summary>
- [📂] [🔍] [📃] Data Visualization in R
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[🔍] [📃] APIs and Web Scraping with Python
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- [📂] [🔍] [📃] APIs and Web Scraping in Python
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[🔍] [❌] APIs and Web Scraping with R
<details><summary>Module Lists</summary>
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[🔍] [❌] Machine Learning Introduction with Python
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[📂] [🔍] [📃] Machine Learning Fundamentals
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[📂] [🔍] [📃] Calculus For Machine Learning
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[📂] [🔍] [📃] Linear Algebra For Machine Learning
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[📂] [🔍] [📃] Linear Regression For Machine Learning
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[📂] [🔍] [📃] Machine Learning in Python: Intermediate
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[📂] [🔍] [📃] Decision Trees
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[[🔍](https://app.dataquest.io/path/machine-learning-intermediate-pyt
