Skip to content

Contact sales

By filling out this form and clicking submit, you acknowledge our privacy policy.

Introduction to Artificial Intelligence

Course Summary

The Introduction to Artificial Intelligence training course provides the student with a foundational knowledge of Artificial Intelligence (AI) and its technical and business applications. This course provides an overview of AI and explains how it can be used to build smart apps that help organizations be more efficient and enrich people's lives. This course uses a mix of engaging lectures and hands-on activities.

The course begins with students learning the history of AI, AI applications, agents, and heuristics. Next, the course explores different types of searches, machine learning, neural networks, and reinforcement learning. The course concludes with students learning about Markov Decision Processes, an overview of reinforcement algorithms, and completing the capstone project.

Purpose
Learn the foundational and practical knowledge of artificial intelligence.
Audience
Developers and developer teams who need to learn the basics of Artificial Intelligence.
Role
Data Engineer - Data Scientist
Skill Level
Intermediate
Style
Workshops
Duration
4 Days
Related Technologies
Artificial Intelligence

 

Productivity Objectives
  • Describe what artificial intelligence is and how it can be used in business applications.
  • Identify the different agents and search mechanisms and their specific uses.
  • Use AI in the completion of a capstone project.

What You'll Learn:

In the Introduction to Artificial Intelligence training course, you'll learn:
  • Introduction to AI
  • Narrow vs Broad AI
  • AI Applications
  • Machine Learning Review
  • Overfitting
  • Underfitting, and Regularization
  • Intelligent Agents
  • Search Based Agents
  • Uninformed Agents
  • Heuristics
  • Greedy Search Algorithm
  • A* Search
  • Adversarial Search
  • MinMax Search
  • Neural Networks
  • Reinforcement Learning
  • Markov Decision Process
  • Reinforcement Algorithms Overview
“I appreciated the instructor's technique of writing live code examples rather than using fixed slide decks to present the material.”

VMware

Dive in and learn more

When transforming your workforce, it's important to have expert advice and tailored solutions. We can help. Tell us your unique needs and we'll explore ways to address them.

Let's chat

By filling out this form and clicking submit, you acknowledge our privacy policy.