Machine Learning for All
Beginner
Online
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 Compare Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | 
|---|
| English | Self Study | Video and Text Based | 
 Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority | 
|---|
| INR 2436 | yes | Coursera | 
The Syllabus
Videos
- Introduction : Computers that see
 - Artificial intelligence
 - Machine learning
 - Machine learning algorithms
 - Interview with Machine Learning Experts
 - Summary
 
Readings
- Welcome to Machine Learning for All
 - Machine learning exercise
 
Practice Exercises
- Computers that see
 - Alpha Go
 - Machine Learning Summative Quiz
 
Videos
- The bit
 - Bytes and numbers
 - Other types of data
 - Introduction to Data Features
 - Data features
 - Neural networks
 - Interview: Data Features
 
Practice Exercises
- Bag of Words
 - Data Features Summative Quiz
 
Videos
- Introduction to Machine Learning in practice
 - Testing
 - Problems with machine learning
 - Applications of machine learning
 - Dangers of machine learning
 - Interview: Benefits and Dangers of Machine Learning
 
Readings
- Trying different datasets
 - Evaluating the four datasets
 - Further Reading
 
Practice Exercise
- Machine Learning in Practice Summative Quiz
 
Videos
- Introduction: Collecting your own dataset
 - Collecting a dataset
 - Interview: Advice for your first Machine Learning Project
 - Summary
 
Readings
- Collecting a dataset
 - What's next?
 
Practice Exercise
- Preparing for your machine learning project
 
Articles