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: Free

Session	:	8
Duration	:	02:06:44

Level	:	Intermediate
Subject	:	3D Visualization

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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.Â

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 Course	00:09:48
Different Methods How Machine Learning Works	00:08:36
Different Types of Predictions and Statistics	00:06:35
Different Types of Data	00:13:27
Statistical Methods in Detail	00:25:01
Supervised Learning Regression	00:14:57
Supervised Learning Classification	00:23:43
Unsupervised Learning Clustering	00:24:37
Total Duration:	02:06:44

Course Includes

Online exercise

Lifetime access to lecture videos, study materials

Quiz

Assessment on practice with quiz for each topic

Certificate on completion

Internationally valid certificate on
successful completion of the course

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