TOIT Training

Introduction to AI

Introduction to AI
  • Overview
  • Curriculum
  • Reviews

 

This online instructor led training course provides the knowledge to better understand Aritificial Intelligence, AI. In this course students will learn key topics including how AI currently works, what the current limitations are, what are the trends, what languages are being utilized, what major players are currently leading the way, how math is utilized in AI, and more.

  • 7 Sections
  • 19 Lessons
  • 54m Duration
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AI and Machine Learning Overview

3 Lessons
  • General AI vs Applied AI
  • Machine Learning vs AI
  • Machine Learning vs Deep Learning

Types of Machine Learning

4 Lessons
  • Learning
  • Unsupervised Learning
  • Semi-Supervised Learning
  • Reinforcement Learning

The Data

3 Lessons
  • Data Shaping
  • Feature Extraction
  • Epochs

 Deep Learning Concepts

2 Lessons
  • What is a Neural Network?
  • Neurons

Industry Players

2 Lessons
  • Major Industry Players
  • Other Industry Players

Framework and Toolkits

1 Lesson
  • High and Low Level Libraries

 Machine Learning Cloud Offerings

4 Lessons
  • Prebuilt
  • No code ML services
  • Custom: Training and Inference
  • AutoML

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Course Includes

  • Understand what Artificial Intelligence is
  • Better understand the different types of Machine Learning
  • Know who the major players are at this time
  • Understand how data works in Machine Learning
  • Understand Deep Learning concepts

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