Machine Learning for Muggles
Explore the fundamentals of machine learning and artificial intelligence in this comprehensive conference talk. Delve into the Azure Machine Learning service basics and discover how Microsoft Cognitive Services APIs can easily integrate AI capabilities into applications through simple REST calls. Learn about various machine learning use cases, including car price prediction and credit card fraud detection. Understand the machine learning process, linear regression, model training, and scoring. Gain insights into predictive web services, API usage, and the role of data scientists. Examine practical applications of Cognitive Services, such as the Emotion API and Recommendations API, through example apps and demonstrations. Demystify the world of AI and machine learning, making these complex topics accessible to beginners and non-technical audiences alike.