Strategy & Development - Team AI vs Team Humans

Learn how to create Machine Learning programs using Python programming language

hours 02:06:44 min  session  8 sessions  Level  Intermediate

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Course Fees: $29.99
Session : 8
Duration : 02:06:44
Level : Intermediate
Subject : 3D Visualization
Course Overview:

Machine Learning (ML) is all about the ability of computers to learn and improve their performance all by themselves - without humans having to program them to do so. Python is a popular and powerful interpreted language used to create ML applications. This course teaches you how to define problems, prepare data, evaluate algorithms, improve and present results using Python. 

Learning Outcome:

Upon completion of this course, you will be able to use Python programming language to create ML programs using regression, classification, and clustering techniques. Key topics covered include:

 

  • Importance of Data, Learning methods & Types, and Statistics
  • Descriptive Statistics
  • Regression - Supervised learning 
  • Classification - Supervised learning
  • Clustering - Unsupervised learning

Eligibility Criteria:

  • Basic Python Programming language.

Topic Duration
(hh:mm:ss)
Introduction To Machine Learning Course00:09:48short take
Different Methods How Machine Learning Works00:08:36short take
Different Types of Predictions and Statistics00:06:35short take
Different Types of Data00:13:27short take
Statistical Methods in Detail00:25:01short take
Supervised Learning Regression00:14:57short take
Supervised Learning Classification00:23:43short take
Unsupervised Learning Clustering00:24:37short take
Total Duration: 02:06:44

Course Includes

Online exercise

Online exercise

Lifetime access to lecture videos, study materials

Quiz

Quiz

Assessment on practice with quiz for each topic

Certificate on completion

Certificate on completion

Internationally valid certificate on
successful completion of the course

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