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Generative AI for Business with Microsoft Azure OpenAI

Gain expertise in generative AI principles, leveraging its problem-solving capabilities, effective use of Microsoft Azure OpenAI, harnessing Prompt Engineering for business use-cases, and fine-tuning Large Language Models to achieve desired outputs.

Enrollment closes: 30th Apr 2024
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    14-week online learning program

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    Microsoft Azure AI Fundamentals training

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    Prompt Engineering without and with code

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    Text Classification, Text Summarization, and Text Generation using Gen AI

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    Azure Lab access with OpenAI Studio

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    8+ hands-on case studies, 2 hands-on projects

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    Certificate of Completion by Great Learning and Microsoft

About the program

This 14-week Generative AI for Business program in collaboration with Microsoft Azure OpenAI, is designed to immerse you in the transformative realm of AI innovation. This hands-on learning journey equips you with a robust understanding of generative AI principles and practical experience in leveraging Microsoft Azure for AI applications. Explore both code and no-code approaches on the Azure Cloud Platform, OpenAI studio, and Python SDKs. Embrace a 'learning by doing' philosophy with real-world case studies, enabling a seamless transition into lucrative careers in Data and AI.

What makes this program unique

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    What you’ll learn

    Generative AI principles, Prompt Engineering, LLM tuning, APIs for scalability, enterprise solutions

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    Learn from mentors

    Accelerate your upskilling journey by learning from experienced mentors

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    Work on projects and case studies

    Immerse yourself in real-world scenarios and enhance your practical skills

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    Microsoft Azure Lab access

    Gain practical expertise in Microsoft Azure Lab access with OpenAI Studio

Skills you will gain

  • Prompt Engineering
  • Using OpenAI APIs
  • Using Python SDK for Prompt Engineering
  • Microsoft Azure Cloud Services for AI

Tools you will learn in this program

  • Azure OpenAI Service
  • Azure OpenAI Studio
  • Azure OpenAI Playground
  • Python
  • Azure OpenAI Completion API
  • Azure OpenAI Chat API
  • GPT-3.5-Turbo

What you will learn in this program

  • Solid understanding of Gen AI

    History, now, and future and how to use it to solve problems & build services

  • How to use the Azure OpenAI platform

    Leverage Generative AI for Business Applications

  • How to use APIs & Python SDKs

    Create code snippets for LLM API calls, enabling efficient engineering at scale

  • NL Classification, Summarization & Generation

    Working knowledge of using Gen AI for business applications.

Get to know your faculty and mentors

Learn from highly skilled professionals in the ML field who have engineered Generative AI solutions across industry verticals & have real-world, hands-on work experience.

  • Dr. Abhinanda Sarkar

    Faculty Director, Great Learning

  • Connor Hagen

    Azure OpenAI & AI Co-Innovation Labs, Lead Architect

  • Dr. Pavankumar Gurazada

    Faculty - Business and AI, Great Learning

  • Bradford Tuckfield

    Founder

  • Vinicio DeSola

    Senior Data Scientist

  • Ramya Girish Balasubramaniam

    AI Engineer

Curriculum

Module-1: Introduction to Generative AI
Week-1: Generative AI: Business Landscape & Overview
Module-2: AI900: Azure AI Fundamentals
Week-2: Artificial Intelligence workloads and fundamental principles of machine learning on Azure
Week-3: Computer Vision and NLP workloads on Azure
Week-4: Generative AI workloads on Azure
Module-3: Leveraging Generative AI for Business Applications
Week-5: Prompt Engineering without Code
Week-6: Project: Product Feedback Review & Sentiment Analysis
Week-7: Learning Break
Module-4: Python for Generative AI
Week-8: Python Basics
Week-9: Python for learning Prompt Engineering
Module-5: Designing Generative AI Solutions with Azure Open AI
Week-10: Prompt Engineering at Scale
Week-11: Classification Tasks with Generative AI
Week-12: Content Generation and Summarization with Generative AI
Week-13: Information Retrieval and Synthesis workflow with Gen AI
Week-14: Final Project: Aspect-based Classification for Sentiment Analysis

Earn your certificate

Enhance your resume with a certificate in Generative AI for Business from Great Learning and Microsoft Azure & share it with your professional network.

certificate image

Note: The image is for illustrative purposes only. The actual certificate may be subject to change at the discretion of Great Learning.