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Python Machine Learning Tutorial (Data Science)

Published 17, Sep 2020

Programming with Mosh


Description:
Build your first AI project with Python! ???? This beginner-friendly machine learning tutorial uses real-world data.

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???? Get the CSV file: https://github.com/mosh-hamedani/python-supplementary-materials

???? Need Python basics? Check out these resources:
- Python in 1 Hour: https://youtu.be/kqtD5dpn9C8
- Full Python Course: https://www.youtube.com/watch?v=_uQrJ0TkZlc

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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

#Python #AI #MachineLearning

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