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Classroom Contents
Brave New World of Artificial Intelligence
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- 1 Intro
- 2 Coding the Future of Mobility Agenda
- 3 Turing Test Alan Turing is one of the founding fathers of modern approach to artificial intelligence
- 4 Al vs Humans
- 5 Al Hippocratic Oath
- 6 50 years of Moores Law The Real Picture
- 7 10 building blocks of Al
- 8 Application of Al
- 9 Pre-built Al Services
- 10 Pre-built Al scenarios
- 11 Knowledge Engineering at-a-Glance
- 12 Knowledge engineering process
- 13 Knowledge engineering scenarios
- 14 Auditing and compliance
- 15 Video Case Study
- 16 What Machine Learning Does
- 17 Finding Patterns: A Simple Example
- 18 Finding Patterns: Another Example
- 19 Machine Learning in a Nutshell
- 20 Example Machine Learning Offerings Vendor Category
- 21 The First Problem: Asking the Right Question
- 22 Repeating the Machine Learning Process
- 23 Terminology
- 24 Data Preprocessing with Supervised Learning
- 25 Categorizing Machine Learning Problems
- 26 Styles of Machine Learning Algorithms Examples
- 27 Training a Model with Supervised Learning
- 28 Testing a Model with Supervised Learning
- 29 Smart Cars -recognizing traffic signs
- 30 Machine learning scenarios
- 31 Detecting credit card fraud
- 32 Predicting customer churn
- 33 Connected-car Scenario
- 34 Predicting equipment failure
- 35 How to start building
