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Implementing AI solutions using the cognitive services in Azure
Vitor Fava Implementing AI solutions using the cognitive services in Azure
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Thanks to our sponsors And
Global Gold Silver Bronze Microsoft JetBrains Rubrik Delphix Solution OMD
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Agenda What is Artificial Intelligence (AI) ?
What are the technologies behind AI? How can AI be used in our daily lives?
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Vitor Fava MVP Data Platform SQL Server Database Consultant at Pythian
Module 0: Introduction Course ####y Vitor Fava MVP Data Platform SQL Server Database Consultant at Pythian Pass Chapter Leader at SQLManiacs Welcome students to the course and introduce yourself. Provide a brief overview of your background to establish credibility. Ask students to introduce themselves and provide their backgrounds, product experience, and expectations of the course. Record student expectations on a whiteboard or flip chart that you can reference during class.
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Artificial Intelligence - Expectations
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Artificial Intelligence - Reality
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What is Artificial Intelligence (AI) ?
The theory has existed since 1956; Ability of making decisions as human beings; Computers still need three things to evolve from simple computation to a real AI;
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What is Artificial Intelligence (AI) ?
Good data models to sort, process and analyze the data intelligently; Access to large amounts of raw data; Processing power (GPU) with affordable cost;
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What is Artificial Intelligence (AI) ?
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What is Artificial Intelligence (AI) ?
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What are the technologies behind AI?
Machine Learning; Deep Learning; Natural language processing (NLP);
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Machine Learning Involves computers using data to learn with minimal programming; Allow the machine to learn rules on its own from the data fed, such as personalized recommendations on Netflix and Amazon; Machine learning is the main driver of artificial intelligence;
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Deep Learning Part of machine learning that uses complex algorithms;
Imitate the neural network of the human brain; Learning an area of knowledge with little or no supervision;
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Natural language processing (NLP)
Uses machine learning to find patterns in large data sets and recognize natural language; Provides the ability to understand and compose texts; Recognize the context, make syntactic, semantic, lexical and morphological analysis, create summaries, extract information, interpret the meanings and analyze feelings;
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How can AI be used in our daily lives?
Applications such as Siri and Cortana use voice processing to act as a personal assistant; Facebook uses image recognition to recommend tagging in photos; Amazon makes personalized recommendation of products using machine learning algorithms;
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Automatic Tuning Uses AI to continuously monitor queries executed in a database and automatically improves performance; Learn horizontally with all Azure databases and dynamically improve your actions;
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Automatic Tuning
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Microsoft Cognitive Services
Vision; Knowledge; Language;
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Microsoft Cognitive Services
Speech; Search;
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IT’S DEMO TIME!!!!!
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BE THE MASTER OF YOUR CAREER
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