# @udemy on YouTube

- **Type:** Video
- **Original URL:** https://youtube.com/watch?v=LXk1tTMtkVo
- **Gondola URL:** https://gondola.cc/posts/72078224-udemy-youtube
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/d86e8de313.jpg
- **Posted:** 2019-01-25T00:12:49.000+00:00
- **Account Owner:** Udemy (@udemy) — https://gondola.cc/udemy

## Caption

🎯 Ready to break into machine learning? This eye-opening tutorial walks you through Simple Linear Regression in just 1 hour – from theory to real Python code! 💻

You'll learn how to:

- Understand linear regression concepts
- Train & test your first ML model
- Predict salaries using Python and scikit-learn
- Visualize results like a pro

No prior experience required – just follow along and build a real project using salary data!

⏱️Timestamps
00:00 Intro to Simple Linear Regression
01:00 What is a dependent vs. independent variable
04:00 Salary vs Experience example
06:00 Ordinary Least Squares (OLS) explained
09:00 Start of Python implementation
10:30 Exploring the dataset
14:00 Train/test split
17:00 Fitting the model with scikit-learn
24:00 Making predictions
28:00 Comparing predicted vs real salaries
31:00 Visualizing training set results
40:00 Visualizing test set predictions
43:00 Final thoughts & next steps

📚 Resources:
🔗 Course link: https://www.udemy.com/course/machinelearning/
🔗 More Machine Learning courses: https://www.udemy.com/topic/machine-learning/

👍 Like what you learned? Drop a comment and hit subscribe!

#MachineLearning #LinearRegression #PythonTutorial #DataScience #MLForBeginners

## Stats

- **Views:** 31,055
- **Likes:** 470
- **Shares:** 0
- **Comments:** 13

## Tags

linearregression, pythontutorial, mlforbeginners, datascience, machinelearning

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