AI - Tidal Wave

Overview

Explore Microsoft's Cloud AI Platform with Joseph Sirosh, covering Cognitive Services, Bot Framework, and Machine Learning. Gain insights into enterprise AI applications and core algorithmic toolkits.

Syllabus

• Introduction to AI on the Cloud
Overview of Microsoft's Cloud AI Platform
Role and impact of AI in enterprises
• Cognitive Services
Vision APIs: Computer Vision, Face Recognition
Speech APIs: Speech Recognition, Text-to-Speech
Language APIs: Natural Language Processing, Text Analytics
Decision APIs: Personalizer, Anomaly Detector
• Bot Framework
Introduction to Conversational AI
Designing and Building Bots with Microsoft Bot Framework
Deploying and Managing Bots
Integrations with Cognitive Services
• Machine Learning on Azure
Introduction to Azure Machine Learning Studio
Data Preprocessing and Feature Engineering
Building, Training, and Deploying Models
Automated ML and Model Interpretability
• Enterprise AI Applications
AI-driven business transformation strategies
Use cases and industry-specific AI solutions
Challenges and best practices in deploying AI in enterprises
• Core Algorithmic Toolkits
Overview of algorithmic foundations in AI
Implementing algorithms using Python and Microsoft Tools
Case studies of algorithmic solutions
• Future Trends and Innovations in AI
Emerging AI technologies and Microsoft's role
Future of work and AI ethics
Innovations driving the next wave of AI solutions
• Course Conclusion
Summary of key learnings
Resources for further learning
Q&A and feedback session

Subjects

Conference Talks