Applied AI - Real-World Use Cases for Microsoft’s Azure Cognitive Services

Overview

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Explore real-world applications of Microsoft's Azure Cognitive Services in this GOTO Amsterdam 2018 conference talk. Discover how to leverage machine learning without a dedicated data science team through Azure's intelligent APIs. Learn about infusing apps, websites, and bots with AI capabilities for vision, speech, language understanding, and more. Gain insights into the fundamentals of artificial intelligence, machine learning, and deep learning. Understand the importance of GPUs and FPGAs in AI processing. Examine practical examples including image classification, chat bots, and face detection. Follow along with live demonstrations and code samples. Get started with Azure Notebooks and Data Science Virtual Machines. Access valuable learning resources to continue your AI journey using popular programming languages like JavaScript, Java, C#, and Python.

Syllabus

Introduction
What is Artificial Intelligence
What is Machine Learning
Example of Machine Learning
Decision Trees
Azure Notebook
Why is it problematic
What is deep learning
What deep learning can do
What deep learning can do with text
Alpha
Image Classification
Getting started with AI
Why GPUs
Why FPGAs
Data Science Virtual Machines
Machine Learning Models
Guessing Face Placement
Open Source Code
Chat Bot Example
Code
Cognitive Services
Live Demo
Learning Resources