From Zero to AI Training Course

Description

• Type

  Course

• Methodology

  Online

Description

This course is created for people who have no previous experience in probability and statistics. Ask for more information through Emagister's website.

About this course

Requirements

None. All concepts like probability and statistics will be explained during this course. If you are already fairly familiar with probability and statistics please refer to our course code aiint.

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Subjects

• Networks
• Approach
• Statistics
• Logic
• Systems
• Writing
• Programming
• Probability
• Descriptive Statistics
• Inferential Statistics

Course programme

Probability (3.5h)

• Definition of probability
• Binomial distribution
• Everyday usage exercises

Statistics (10.5h)

• Descriptive Statistics
• Inferential Statistics
• Regression
• Logistic Regression
• Exercises

Intro to programming (3.5h)

• Procedural Programming
• Functional Programming
• OOP Programming
• Exercises (writing logic for a game of choice, e.g. noughts and crosses)

Machine Learning (10.5h)

• Classification
• Clustering
• Neural Networks
• Exercises (write AI for a computer game of choice)

Rules Engines and Expert Systems (7 hours)

• Intro to Rule Engines
• Write AI for the same game and combing solutions into hybrid approach

Additional information

35 hours (usually 5 days including breaks)

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