Understanding LLMs and Their Business Applications

This course offers a deep dive into Large Language Models (LLMs), exploring their capabilities, applications, challenges, and future potential in the business landscape.

Reza Moradinezhad Soheil Haddadi

Published: Apr 2024

Core

Business

1 hour 15 minutes

In partnership with:

Understanding LLMs and Their Business Applications

Discussions

Course Overview

This course offers a deep dive into Large Language Models (LLMs), exploring their capabilities, applications, challenges, and future potential in the business landscape. Through a blend of theoretical insights and practical examples, learners will be able to review, and acquire concepts related to LLMs and their transformative impact on various industries. Today, major organizations use related LLM technologies such as Customer Support Chatbots, Marketing Content Generation, and Software Development tools. The impact of these technologies combined with real time Data Analytics have transformed a wide range of industries, from airlines, advertising agencies, legal firms and health care, just to name a few. Overall, Generative AI is changing the landscape faster than ever. As we dive into the lessons of this course, we will frame our discussions through several cases for marketing, software programming, content creation, and analytics. This course provides a 360° overview of the current abilities of state-of-the-art LLMs for businesses. Moreover, through this course you will learn to identify some of the trends behind LLMs such as Neural Networks, Transformers, Open-Sources models, and APIs.

Skills You Will Gain

Customer Support Chatbots

Data Analytics

Generative AI

Large Language Models (LLMs)

Open-Sources models

Course Includes

STUDENTS^*

92.6%

RECOMMEND^*

This course includes:

75 minutes of on-demand video 
Certificate of completion 
Direct access/chat with the instructor
100% self-paced online

Learning Outcomes (At the end of this program, you will be able to...)

Evaluate the opportunity of LLMs and utilize their capabilities for their business.
Review the opportunities provided by current LLMs, as well as current limitations in certain business applications.
Develop a roadmap to design and implement new business ideas using LLMs.
Analyze current trends of LLMs and work to “cut through the noise.

Prerequisites

Learners should ideally possess the following prerequisite skills:

Basic knowledge about business and startups
Curiosity for the field of AI
General interest about machine learning
AI related technologies

Who Should Attend

Office Professionals, Consultants, Students, Small Business Owners, Automation Enthusiasts

Curriculum

Explore the comprehensive, hands-on curriculum designed to build your expertise step by step.

Chapter 1

Module 0 - The Significance of Large Language Models (LLMs): Understanding Key Concepts

Segment 01 - Introduction & Meet the Instructor

Segment 02 - Defining Large Language Models (LLMs)

Segment 03 - Evolution of LLMs Over the Last Decade

Segment 04 - The Key Concepts in LLM Technology: Token and Embedding (Part 1)

Segment 05 - The Key Concepts in LLM Technology: Transformers and Self-Attention (Part 2)

Chapter 2

Module 1 - Current Landscape of LLM Applications

Segment 06 - Can LLMs do the Programming for You?

Segment 07 - Prompt Engineering for Defeating Hallucination

Segment 08 - Can LLMs Automate Marketing Content for you?

Segment 09 - Fast Track of the AI Landscape

Chapter 3

Module 2 - Harnessing LLMs: Opportunities, Challenges and Practical Techniques

Segment 10 - Opportunities with LLMs

Segment 11 - Fast Forward: 10 Challenges with LLMs (Part 1)

Segment 12 - Fast Forward: 10 Challenges with LLMs (Part 2)

Segment 13 - Solving: Is Prompt Engineering All That You Need?

Chapter 4

Module 3 - Takeaways: Implementing LLMs in Your Own Business

Segment 14 - Build a roadmap to implement LLMs in your business

Segment 15 - Continuous Learning and Exploration of LLMs

Segment 16 - Recap of Key Concepts and Insights for understanding LLMs

Segment 17 - Opportunities and Threats: The Future of LLM

Meet Your Expert Instructors

Reza Moradinezhad

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Soheil Haddadi

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^*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.

Understanding LLMs and Their Business Applications

Course Overview