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Beginner
AI and ML

Introduction to AI

Overview
Curriculum
  • 7 Sections
  • 19 Lessons
  • 54m Duration
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AI and Machine Learning Overview
3 Lessons
  1. General AI vs Applied AI
  2. Machine Learning vs AI
  3. Machine Learning vs Deep Learning
Types of Machine Learning
4 Lessons
  1. Learning
  2. Unsupervised Learning
  3. Semi-Supervised Learning
  4. Reinforcement Learning
The Data
3 Lessons
  1. Data Shaping
  2. Feature Extraction
  3. Epochs
 Deep Learning Concepts
2 Lessons
  1. What is a Neural Network?
  2. Neurons
Industry Players
2 Lessons
  1. Major Industry Players
  2. Other Industry Players
Framework and Toolkits
1 Lesson
  1. High and Low Level Libraries
 Machine Learning Cloud Offerings
4 Lessons
  1. Prebuilt
  2. No code ML services
  3. Custom: Training and Inference
  4. AutoML

 

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.

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