Build your first AI project with Python! 🤖 This beginner-friendly machine learning tutorial uses real-world data.
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💡 What you'll learn:
- Foundational machine learning concepts.
- How to apply algorithms using Python.
- Work with real-world data for practical results.
👉 This tutorial is perfect for you if:
- You're curious about AI and machine learning.
- You have basic Python knowledge.
- You want a hands-on learning experience.
Let's get started!
📖 TABLE OF CONTENT
0:00:00 Introduction
0:00:59 What is Machine Learning?
0:02:58 Machine Learning in Action
0:05:45 Libraries and Tools
0:10:40 Importing a Data Set
0:17:01 Jupyter Shortcuts
0:22:53 A Real Machine Learning Problem
0:26:09 Preparing the Data
0:29:15 Learning and Predicting
0:33:20 Calculating the Accuracy
0:39:41 Persisting Models
0:42:55 Visualizing a Decision Tree
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