Machine Learning for Beginners
Master Machine Learning: From Basics to Regression Mastery with Microsoft Developer!
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13 learners
What you'll learn
- Understand the fundamentals and history of machine learning.
- Learn how to set up the tools and environment necessary for building machine learning models.
- Apply linear and logistic regression techniques to real-world datasets.
- Analyze and visualize data effectively using tools like Matplotlib.
This course includes
- 1 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 17 lessons • 1 hours of video
Machine Learning Fundamentals for Beginners
17 lessons
• 1 hours
Machine Learning Fundamentals for Beginners
17 lessons
• 1 hours
- Introduction to Machine Learning for Beginners [Part 1] | Machine Learning for Beginners 03:22
- The history of Machine Learning [Part 2] | Machine Learning for Beginners 04:57
- Techniques for Machine Learning [Part 3] | Machine Learning for Beginners 04:07
- Setup your tools ready to build Machine Learning models [Part 4] | Machine Learning for Beginners 04:16
- Introduction to Regression models for Machine Learning [Part 5] | Machine Learning for Beginners 03:28
- Set up Jupyter Notebooks to start building regression models [Pt 6] | Machine Learning for Beginners 05:05
- Your First Linear Regression Project in Python [Part 7] | Machine Learning for Beginners 04:11
- How to Analyze and Clean a Dataset [Part 8] | Machine Learning for Beginners 03:33
- How to Visualize Data with Matplotlib [Part 9] | Machine Learning for Beginners 03:41
- Understanding Linear Regression [Part 10] | Machine Learning for Beginners 02:54
- Looking for Correlation: The Key to Linear Regression [Part 11] | Machine Learning for Beginners 03:36
- Linear and Polynomial Regression using Scikit-learn [Part 12] | Machine Learning for Beginners 05:02
- Categorical Feature Predictions with Linear Regression [Part 13] | Machine Learning for Beginners 03:47
- Understanding Logistic Regression for Machine Learning Classification [Part 14] | ML for Beginners 03:05
- Data Analysis and Preparation for Logistic Regression [Part 15] | Machine Learning for Beginners 05:11
- Logistic Regression for classification of data [Part 16] | Machine Learning for Beginners 04:50
- Analyzing Logistic Regression Performance with ROC Curves [Part 17] | Machine Learning for Beginners 04:37
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