Artificial Intelligence (AI), Machine Learning (ML)

AI/ML & GenAI Fundamental

This course is designed to help you learn the fundamentals of Generative AI and its associated techniques, like Large Language Models (LLM), Deep Learning, Neural Networks, Retrieval Augmented Generation (RAG), and Prompt Engineering. Through hands-on exercises, you'll gain experience testing an application locally and deploying it on the cloud. The course is aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods.

Prepares you for these certifications

AWS Certified AI Practitioner
Microsoft Certified: Azure AI Fundamentals
Microsoft Career Essentials in Generative AI Certification
Securiti.ai: AI Security and Governance Certification
Oracle AI Foundations Associate Certification
Databricks Generative AI Fundamental Certification
Dell Gen AI Fundamentals

What you’ll learn

Introduction to Artificial Intelligence
What Is Generative AI?
Generative AI: The Evolution of Thoughtful Online Search
Streamlining Your Work with Microsoft Copilot
Learning Microsoft 365 Copilot
Ethics in the Age of Generative AI
Microsoft Azure AI Fundamentals: AI Overview
Microsoft Azure AI Fundamentals: Computer Vision
Microsoft Azure AI Fundamentals: Natural Language Processing
Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining
Microsoft Azure AI Fundamentals: Generative AI
AI Concepts and workloads
Machine Learning and Deep Learning Concepts
Generative AI and LLM concepts
Multi-Agent Concepts and Hands-on project
Oracle OCI AI services and Infrastructure

Intended Audience

Aspiring programmers and learners with fundamental skills
Software developers, data analysts, or testers
Industry professionals wishing to enhance their skills
Team leaders, product managers, and project managers who want to learn the terminology and processes to effectively manage and communicate with development teams

Prerequisites

General programming knowledge would be helpful but is not required.

Duration: 8 weeks
Fees: On Demand
Language: English
Difficulty: Intermediate
Learning Support: Zoom, individual laptop (student responsibility)
HW Support: Individual laptop (student responsibility) and Wifi at student's home