Business App Development by LLMs
Published 11/2024
Created by Reza Mora
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 12 Lectures ( 1h 0m ) | Size: 736 MB
Develop fully automated customer service chatbot applications for your business using LLMs.
What you’ll learn
Analyze the Capabilities of Large Language Models (LLMs) for Business Applications
Build and Deploy a Conversational FAQ Chatbot Using HuggingFace and Python
Implement Production-Ready Practices for AI Applications
Address Ethical AI Concerns, Including Bias Mitigation and Transparency
Requirements
This course is designed to be accessible, with minimal prerequisites to ensure a smooth learning experience. Here’s what learners should ideally have
Basic Understanding of Programming: Familiarity with fundamental programming concepts, especially in Python, will help learners follow along with code demonstrations and exercises.
Interest in AI and Application Development: A curiosity about artificial intelligence and its applications in business will enhance the learning experience, though no advanced AI knowledge is required.
Access to a Computer with Internet Connectivity: Learners will need a computer with internet access to work with online tools, complete assignments, and participate in hands-on projects.
No prior experience with Large Language Models (LLMs) or specific AI tools is required-this course will guide you through each step in an approachable way!
Description
In today’s competitive business landscape, companies are increasingly turning to artificial intelligence to boost efficiency, enhance customer experience, and streamline operations. This course, Business App Development by LLMs, is designed for professionals looking to leverage the power of Large Language Models (LLMs) to create impactful, production-ready applications tailored for business environments.What You’ll Learn:This comprehensive, hands-on course will guide you through every critical stage of developing AI-driven business applications:Introduction to LLMs and Their Business ApplicationsGain a deep understanding of how LLMs are transforming industries, from customer service to process automation.Prompt Engineering for Optimal ResultsMaster techniques to craft prompts that maximize the accuracy and relevance of LLM responses, enhancing real-world applicability.Building a Conversational FAQ Chatbot from ScratchThrough hands-on projects, you’ll build a chatbot that uses information directly from your company’s documents, such as product details, policies, and FAQs, making it highly relevant and useful for real-world applications.Key Topics Covered:Beyond building technical expertise, this course covers essential aspects of deploying AI at scale:Scalability, Security, and ReliabilityLearn best practices for monitoring and maintaining your applications to ensure a robust, production-ready AI solution.Ethical AI PrinciplesDelve into essential topics like bias mitigation and transparency to ensure that your AI solutions are ethical, trustworthy, and responsible.Key Course Project:The core project of this course is a business-driven chatbot that can read, interpret, and respond to customer inquiries based on your business documentation. Using powerful tools like HuggingFace, Python, and Gradio, you’ll develop an application that extracts valuable insights from your files, making it a one-stop solution for customer support.Why Take This Course?By the end of this course, you’ll be equipped with the skills and confidence to design, develop, and deploy LLM-powered applications that can revolutionize business processes. This course is an ideal investment for:Developers, Data Scientists, and Business Professionals with a basic programming background who are eager to build advanced AI applications.Individuals seeking practical knowledge and industry insights to drive AI innovation within their organizations.Learners aiming to showcase a completed, real-world AI project that highlights their expertise in applying LLMs to solve business challenges.Join us in Business App Development by LLMs and unlock your potential to harness AI’s full power for business success.
Who this course is for
Developers and Data Scientists: Professionals who want to expand their AI skillset and learn practical techniques for building and deploying AI-driven applications in real-world business environments.
Business and Technology Leaders: Individuals responsible for innovation or digital transformation in their organizations who want to understand how LLMs can optimize business operations, improve customer experience, and drive efficiency.
AI Enthusiasts and Tech-Savvy Professionals: Anyone with a basic programming background who is curious about AI and eager to create impactful applications that harness the capabilities of LLMs.
Entrepreneurs and Start-Up Founders Visionaries looking to integrate conversational AI into their products and services, adding value to their business with scalable and ethical AI solutions.
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