Generative AI with OpenAI, LangChain, and LlamaIndex
- 8 weeks, 16 Lectures
- Real-world applications
- No pre-requisite
- Live expert-led training
Through a blend of theoretical learning and hands-on practice, you’ll explore the principles, algorithms, and applications of generative AI. You’ll learn how to leverage OpenAI’s state-of-the-art models to generate high-quality text, create custom Generative AI solutions with LangChain, and optimise model performance using LlamaIndex’s innovative tools and technologies.
Learning Objectives
Through our course, you’ll gain expertise in a variety of areas:
Master Generative AI Fundamentals
Gain a solid understanding of Generative AI concepts and principles, including its applications, algorithms, and ethical considerations.
Harness the Power of OpenAI
Learn how to leverage OpenAI's cutting-edge GPT models to generate high-quality text and create engaging content for various applications.
Explore LangChain Features
Familiarise yourself with LangChain's features and functionalities, and learn how to develop and deploy custom generative AI solutions tailored to your specific needs.
Enhance Skills with LlamaIndex
Acquire advanced techniques for optimising the performance and efficiency of generative AI models using LlamaIndex's innovative tools and technologies.
- What is Generative AI? An Overview
- The Evolution and Impact of Generative AI
- Key Technologies and Players in the Generative AI Space
- Understanding the Basics of Machine Learning and AI Models
- Introduction to OpenAI and Its Mission
- Setting Up and Using the OpenAI API
- Exploring GPT-3: Capabilities and Applications
- Ethical Considerations and Responsible Use of AI
- What is LangChain? Introduction and Architecture
- Integrating LangChain in Your Projects
- Building Intelligent AI Conversations with LangChain
- Real-World Applications and Use Cases of LangChain
- Introduction to LlamaIndex: Purposes and Functions
- Implementing LlamaIndex for Efficient Data Retrieval
- Enhancing Search with AI: LlamaIndex in Action
- Best Practices for Using LlamaIndex in Your Projects
- Designing Your AI Project: Planning and Considerations
- Combining OpenAI, LangChain, and LlamaIndex in Applications
- Developing and Coding Your Generative AI Application
- User Experience and Interface Design in AI Applications
- Preparing Your Project for Testing: Strategies and Tools
- Collecting and Implementing Feedback
- Ethical Considerations in Using Large Language Models
- The Future of Large Language Models
The final project involves creating a real-world application that leverages Generative AI technologies. Participants will design an AI-powered tool that can automate tasks, generate content, or provide intelligent insights. The project will incorporate OpenAI’s API, LangChain for AI language model integration, and LlamaIndex for efficient information retrieval and processing.
Outcomes
- Gain deeper understanding of Generative AI
- Able to create, use and train models
- Able to Use Open AI, LangChain and LlamaIndex
- Best Practises on Generative AI
- Hands-On Practical Experience
Fees and Payment Structure
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Fee AUD 2000
AUD 2500(20% discount) - Payment Plan available
Why choose the Generative AI with OpenAI, LangChain, and LlamaIndex with us?
Why study Generative AI with OpenAI, LangChain and LlamaIndex Course?
Whether you’re someone passionate about artificial intelligence, a developer aiming to broaden your expertise, or a professional striving to stay on top in the competitive AI field, this course has something tailored just for you.
- Boost your career opportunities by mastering sought-after skills in generative AI. Our online course provides you with the knowledge and expertise necessary for thriving in the AI domain.
- Gain insights from professionals with hands-on experience working with OpenAI, LangChain, and LlamaIndex.
- Master the tools and technologies needed to create powerful artificial intelligence systems capable of generating human-like content.
- Gain practical experience building and deploying generative AI models using real-world datasets and industry-standard tools.
- Receive personalised guidance and feedback from our team of instructors and mentors throughout your learning journey.
- Collaborate on projects, share insights, and build valuable relationships that can support your growth and development in generative AI.
- Upon successful completion of the course, you'll receive a certificate that showcases your proficiency in generative AI with OpenAI, LangChain, and LlamaIndex.
Who Should Take the Generative AI with OpenAI, LangChain, and LlamaIndex course?
- Beginners with little to no prior AI experience eager to explore Generative AI.
- Whether you're an IT student or studying a related field, mastering Generative AI and LLMs can significantly enhance your career prospects. This course provides a strong foundation for students aiming to specialise in AI.
- AI enthusiasts looking to explore the cutting-edge field of generative AI.
- Developers seeking to enhance their skills in building AI systems capable of generating human-like content.
- Professionals interested in leveraging generative AI technologies for innovative applications across industries.
Unlimited 1:1 mentoring
Book unlimited 1:1 sessions with an experienced mentor to seek clarity, receive personalised feedback about your work, or guidance on your skillset.
Learn from industry experts
This course is supported by industry experts with extensive experience, both in the field and in the online classrooms.
Community
Join our community on Slack and connect with like-minded individuals eager to support and enhance your professional growth. Our community is rich with resources to help you improve your skills, expand your network, and boost your confidence. From industry experts to entry-level professionals, everyone is welcome to join the conversation and contribute their unique insights. Get access to exclusive job openings, group mentorship opportunities, and lively discussions on the latest trends in your field. Plus, our supportive and welcoming atmosphere is the perfect place to learn and grow without feeling intimidated or overwhelmed. Join today and start building meaningful connections with professionals who share your passion for personal and professional development!
Frequently asked questions
1. What prerequisites are required to enroll in this course?
While prior knowledge of machine learning concepts and programming languages such as Python, is beneficial, it is not mandatory. We welcome learners of all levels, from beginners to advanced practitioners.
2. How long is the course duration?
This online course spans eight (8) weeks, providing ample time for participants to immerse themselves in the intricacies of generative AI.
3. What knowledge and skills will I gain through this course?
By enrolling in this course, you’ll develop a thorough grasp of generative AI principles, algorithms, and real-world applications. You’ll discover how to leverage advanced technologies from industry frontrunners like OpenAI, LangChain, and LlamaIndex to craft AI systems capable of producing text, images, and other content resembling human creations.
4. Is there a certification awarded upon finishing the course?
Yes, upon successful completion of the course, you will receive a certification recognising your proficiency as a Generative AI practitioner.
5. What kind of support will I receive during the course?
Whether you’re seeking clarification on course content, support with practical projects, or feedback on your assignments, our instructors are dedicated to ensuring your success and are here to assist you every step of the way. You’ll be part of a lively learning community where you can team up with classmates, share knowledge, and spark discussions, fostering an environment ripe for collaboration and idea exchange.
6. Is the course content regularly updated to reflect the latest advancements in generative AI?
Absolutely. We consistently refresh our course content to keep you aligned with the swiftly evolving field of generative AI. Our goal is to integrate the newest breakthroughs, tools, and methodologies into our syllabus, equipping you with current insights and hands-on abilities that are directly applicable and valuable in the contemporary artificial intelligence sector.
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