Instructor Led Course : ML and AI With Azure (60 Hours)

Overview

Instructor-Led Course: ML and AI with Azure (60 Hours)

This comprehensive program is designed for professionals and aspiring data scientists who want to master Machine Learning (ML) and Artificial Intelligence (AI) using Microsoft Azure’s powerful ecosystem. Over 60 hours of guided training, participants will gain hands-on expertise in building, deploying, and managing intelligent applications on the Azure platform.

Course Highlights:

Foundations of ML & AI: Core concepts, supervised/unsupervised learning, deep learning, and neural networks.
Azure Machine Learning Studio: End-to-end model development, training, and deployment.
AI Services on Azure: Cognitive Services (Vision, Speech, Text, and Language APIs) and responsible AI practices.
Data Engineering for AI: Preprocessing, feature engineering, and integration with Azure Data Lake & Databricks.
MLOps on Azure: Model monitoring, versioning, and automated deployment pipelines.
Real-World Projects: Apply skills in practical use cases such as predictive analytics, natural language processing, and computer vision.

Learning Outcomes:

By the end of this course, learners will be able to:

Design and implement ML/AI solutions using Azure services.
Operationalize ML models with Azure MLOps.
Build intelligent applications leveraging pre-trained AI models.
Optimize cloud-based AI solutions for performance, scalability, and cost-efficiency.
Prepare for Microsoft Certified: Azure AI Engineer Associate and related certifications.