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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
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Terminology
24
Data Preprocessing with Supervised Learning
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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
Description:
Explore the brave new world of Artificial Intelligence in this 50-minute talk from WeAreDevelopers. Delve into the history of AI, starting with Alan Turing and the Turing Test, and progress through 50 years of Moore's Law to the current state of AI technology. Examine the 10 building blocks of AI, its various applications, and pre-built AI services and scenarios. Learn about knowledge engineering processes and their real-world applications. Discover the fundamentals of machine learning, including pattern recognition, data preprocessing, and different algorithm styles. Investigate practical AI scenarios such as smart cars recognizing traffic signs, detecting credit card fraud, predicting customer churn, and equipment failure in connected-car environments. Gain insights on how to start building your own AI projects and understand the ethical considerations surrounding AI development, including the AI Hippocratic Oath.

Brave New World of Artificial Intelligence

WeAreDevelopers
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