Master Python for Data Science in 5 Days—No Experience Required!
Say goodbye to feeling overwhelmed by technical jargon and hello to building confidence in data science. Learn the essentials of Python through relatable stories, real-world projects, and clear, step-by-step guidance.
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In just 5 days, you’ll:
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By the end of this course, you’ll be able to …
Use Python in your Data Science projects
Learn the fundamentals of Python to quickly create Data Science projects.
Use Data Science libraries
We'll see concrete implementation examples of Data Science libraries like Pandas, NumPy, Scikit-learn.
Perform a simple data analysis
We'll finish the guide with a simple exploratory data analysis of the Netflix dataset.
What's inside?
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Day 1: Python Fundamentals
Variables, lists, dictionaries, and basic operations.
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Day 2: Data Wrangling 101
Clean, process, and analyze data with Pandas and NumPy.
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Day 3: Data Visualization
Create insightful charts with Matplotlib and Seaborn.
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Day 4: Applying Insights
Analyze and visualize trends with concrete datasets.
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Day 5: Real-World Project
Solve a meaningful problem by analyzing patient data to identify trends and improve outcomes.
Enjoy these extra bonuses
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Your Python Cheatsheet
Whether you’re solving your first project or revisiting Python basics, this cheatsheet will be your go-to resource to save time and boost confidence.
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Math for Data Science Essentials
Grasp fundamentals with engaging illustrations so you can understand quickly the concepts. This guide is designed to help you understand probability, statistics, linear algebra, and calculus and their applications to machine learning with visual explanations.
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Frequently asked questions
Do I need to know how to code?
Not necessarily! You'll be able to test the code directly on Git Colab.
Will we be doing machine learning?
We will work on the previous steps which allow us to do data analysis.