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Northlight Academy

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Data Science Foundations

Statistics, Python and visualisation from the ground up, with real datasets in every lesson.

Course Information

Beginner

Course Instructor

Marco Rossi Marco Rossi Instructor

Software engineer turned teacher. Web development and data science courses at Northlight; office hours every other Wednesday.

 

Free

FREE
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Events

Python office hours with Marco Rossi
November 4 @ 4:00 pm – 5:00 pm

Python for Data Analysis

Introduction to Python
Lesson 1 of 5 within section Python for Data Analysis.
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Working with Data Structures
Lesson 2 of 5 within section Python for Data Analysis.
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Introduction to Pandas
Lesson 3 of 5 within section Python for Data Analysis.
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Python Fundamentals
Lesson 4 of 5 within section Python for Data Analysis.
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Has Quiz
Pandas & Data Structures
Lesson 5 of 5 within section Python for Data Analysis.
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Has Quiz

Data Cleaning & Visualization

Handling Missing Data
Lesson 1 of 5 within section Data Cleaning & Visualization.
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Data Visualization Fundamentals
Lesson 2 of 5 within section Data Cleaning & Visualization.
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Using Matplotlib and Seaborn
Lesson 3 of 5 within section Data Cleaning & Visualization.
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Data Cleaning
Lesson 4 of 5 within section Data Cleaning & Visualization.
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Has Quiz
Visualization Assessment
Lesson 5 of 5 within section Data Cleaning & Visualization.
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Has Quiz

Introduction to Machine Learning

What Is Machine Learning?
Lesson 1 of 5 within section Introduction to Machine Learning.
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Supervised vs Unsupervised Learning
Lesson 2 of 5 within section Introduction to Machine Learning.
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Building Your First Model
Lesson 3 of 5 within section Introduction to Machine Learning.
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Machine Learning Basics
Lesson 4 of 5 within section Introduction to Machine Learning.
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Has Quiz
Model Building Assessment
Lesson 5 of 5 within section Introduction to Machine Learning.
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Has Quiz
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