Introduction to AI Fundamentals

Introduction:

Stay up-to-date with the latest trends in Artificial Intelligence (AI), the buzzword of the decade! AI, such as ChatGPT, has become increasingly relevant across various industries, transforming fields like healthcare, robotics, and manufacturing. Our basic AI course is designed to provide beginners with a digestible introduction to AI, offering engaging short lectures, real-world examples, and use cases. Learn how AI can revolutionize decision-making processes in organizations and enhance operational efficiency. Embrace the power of AI and stay ahead in this rapidly evolving landscape by taking this course.

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