Unlock the power of AI with Microsoft Azure! This comprehensive training guides you through building intelligent applications using Azure’s machine learning, cognitive services, and AI tools. Gain hands-on experience in integrating AI into real-world solutions and advance your career in cloud-based AI development.
Learn directly on the Microsoft Azure platform with real-world scenarios.
Master AI tools for speech, vision, and natural language processing.
Get hands-on experience with deploying AI solutions in the cloud.
Overview of Microsoft Azure AI services.
Understanding the AI workflow on Azure.
Introduction to Cognitive Services and Machine Learning Studio.
Language Services: Sentiment analysis, language translation, and text analytics.
Vision Services: Computer Vision, Face API, and Image Recognition.
Speech Services: Speech-to-text, text-to-speech, and voice recognition.
Decision-Making Services: Personalizer and Anomaly Detector.
Creating and training machine learning models.
Using Azure Machine Learning Studio for model management.
Automating workflows with pipelines.
Deploying machine learning models in production.
Integrating Cognitive Services into applications.
Developing chatbots with Azure Bot Service and QnA Maker.
Enhancing applications with AI features.
Understanding deployment options: Containers, Kubernetes, and more.
Monitoring and managing AI applications in production.
Cost optimization for AI workloads.
Ensuring AI applications are secure and compliant.
Addressing bias and fairness in AI models.
Understanding responsible AI practices.
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