Artificial Intelligence Basics for Beginners

Introduction:

Artificial Intelligence is reckoned to be the fourth major industrial revolution that bring dramatic impact to many fields such as healthcare, robotics, and manufacturing. With the explosion of big data analytics, more and more companies are adopting artificial intelligence to drive decision making in organisations, and improve operational efficiency.

In this basic course on artificial intelligence, participants will be provided an overview of AI, and explained on how it can be used for an effective and efficient decision making for an organization. The course will be a mixture of engaging short lectures with examples and use cases to help participants take their first steps in the exciting field of Artificial Intelligence

Course Objectives:

  • Acquire basic understanding of machine learning and artificial intelligence
  • Acquire basic knowledge of the usage of machine learning and artificial intelligence applications
  • Understand the basic workflow of machine learning and artificial intelligence applications

Duration

7 hours, 1 Day Course

Mode of Delivery

Classroom-based, Instructor-led Training

Course Outlines

  1. Introduction to AI and Machine Learning
    1. Latest news in AI
    2. AI Applications
    3. AI Online Demo
    4. What is AI
    5. What is Machine Learning & Deep Learning
    6. AI Impact on Jobs
    7. Types of AI
  2. Supervised Learning – Classification
    1. Step by Step on Classification Problem
    2. Classification Models
    3. Online Classification Practice
    4. Hand on practice on weka
  3. Supervised Learning – Regression
    1. Step by Step on Regression Problem
    2. Hand on practice on weka
  4. Unsupervised Learning – Clustering
    1. Clustering Models
    2. Hand on practice on weka
  5. Neural Network
    1. What is Neural Network
    2. Online Neural Network Playground