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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 2436yesCoursera

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

Instructors

Articles

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