Mastering Generative AI with LLMs
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60,000+
Learners -
3+
Hours -
75+
Lessons -
120+
Practice Q&A -
Flexible
Learning
Trusted by employees at leading organizations
Accelerate Your Career with Generative AI and LLM Expertise
Learn how to work with LLMs and become a generative AI expert with 101 Blockchains.
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Discover the different ways of using generative AI models to solve real-world problems.
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Apply LLM architectures for diverse use cases like image synthesis and content generation.
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Use evaluation metrics to measure the reliability and accuracy of LLMs in different applications.
Build Your Career as a Generative AI Expert with a Trusted Training Course
Large Language Models (LLMs) serve as the bedrock of the generative AI landscape. Most of the hype around generative AI tools and their innovative functionalities emerges from the capabilities of LLMs. With our new course titled “Mastering Generative AI with LLMs”, you will gain a crucial set of tools that will boost your career in AI.
The new course introduces you to the fundamentals of LLMs and teaches you how they contribute to generative AI. You will learn how generative AI leverages different techniques, such as pre-training and fine-tuning, to make LLMs work according to your expectations. The course also provides insights into the different types of LLM architectures and their distinct use cases. Most importantly, the course enhances your generative AI skills with lessons on evaluation metrics for generative AI models.
The new generative AI with LLMs course offers you a different approach to training in generative AI. 101 Blockchains offers practical resources that will help you use the new skills you learn in the real world, so you gain much more than theoretical knowledge. Our aim is to help you find a new career path and excel in your AI career with the sought-after skills required of LLM experts by employers in the field.
WHAT YOU WILL LEARN
Move One Step Ahead in Generative AI by Learning…
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The Fundamentals of Generative AI
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Introduction to Large Language Models
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Practical applications of LLMs
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Implementation, evaluation, and optimization of LLMs
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Ethical aspects and challenges of LLM usage
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Future of generative AI and LLMs
Push Your Generative AI Career Forward with Skills Like…
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Knowledge of how generative AI works
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In-depth understanding of the basic concepts of LLMs
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The ability to use LLMs in different real-world scenarios
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Fluency in implementing LLMs and evaluating their performance
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An understanding of the ethical implications and challenges of using LLMs
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Preparedness for future trends of generative AI and LLMs
Course Curriculum
- A message from the instructor
- Disclaimer
- Download Course Presentation
- Module Overview
- AI and Machine Learning Basics
- Generative AI: Definition and Key Concepts
- Generative AI vs. Traditional AI Models
- Evolution of Generative Models
- The Role of Transformers in Generative AI
- Introduction to Large Language Models
- Module Summary
- Interactive Exercise
- Module Overview
- Understanding Large Language Models
- Pre-training and Fine-tuning
- Key LLM Architectures
- Tokenization and Embeddings in LLMs
- Demonstration - Tokenization and Cost Estimation
- Training LLMs
- Limitations and Challenges of LLMs
- Module Summary
- Interactive Exercise
- Module Overview
- Natural Language Processing with LLMs
- Demonstration - Prompt Engineering Playground
- Content Creation and Text Augmentation
- Coding and Programming Assistance
- Conversational AI and Virtual Assistants
- Emerging Applications and Use Cases
- Hands-on Exercise - Data Analysis with ChatGPT
- Module Summary
- Interactive Exercise
- Module Overview
- Implementing LLMs
- Fine-tuning LLMs for Specific Tasks
- Building an NLP Pipeline Using LLMs
- Deploying LLMs in Production Environments
- Optimizing LLM Performance
- Demonstration - Gemini Chatbot using Google Colab
- Module Summary
- Interactive Exercise
- Module Overview
- Evaluation Metrics for LLMs
- Benchmarking LLMs on Standard Datasets
- Identifying and Mitigating Bias in LLMs
- Model Interpretability and Explainability
- Optimizing LLMs for Cost and Efficiency
- Feedback Loops & Continuous Improvement
- Demonstration - Bias and Toxicity Analysis using ChatGPT
- Module Summary
- Interactive Exercise
- Module Overview
- Understanding Ethical AI & Responsible AI
- Bias, Fairness, and Inclusivity in LLMs
- Privacy and Security Concerns with LLMs
- Misinformation and Hallucination in LLMs
- Ethical Frameworks and AI Governance
- Module Summary
- Interactive Exercise
- Module Overview
- The Future of LLM Architectures & Models
- Reinforcement Learning with Human Feedback (RLHF)
- Multimodal Generative Models & Integration
- Hands-on Exercise - Experimenting with Prompts
- Demonstration - Multimodal Input using ChatGPT
- Emerging AI Platforms and Tools
- LLMs in Autonomous Systems and Robotics
- Societal Impact and Future of AI
- Module Summary
- Interactive Exercise
- Module Overview
- Course Summary
- Final Exam and Next Steps
- Exam Details
- Final Exam
- Bonus: Download Generative AI with LLMs Glossary
EXCEL IN YOUR GENERATIVE AI CAREER - WHO SHOULD JOIN?
Anyone who wants to learn about generative AI and Large Language Models should take this course to gain basic and advanced knowledge.
Software developers or software engineers can capitalize on this course to find new ways to improve productivity with generative AI and LLMs.
Information technology professionals should enroll in this course to add generative AI expertise to their resumes for professional growth.
Innovation managers and entrepreneurs can rely on this course to discover new business ideas based on LLMs and generative AI.
BREAK INTO THE GENERATIVE AI JOB MARKET- CLOSE THE SKILL GAP
The Mastering Generative AI with LLMs course is a comprehensive learning resource that helps you dive into the technical aspects of the working of LLMs. Generative AI and LLMs are the two most integral elements in the AI landscape now and can give a completely new direction to your career in artificial intelligence. This course gives you a flexible tool to learn how LLMs work as well as how to use them in different use cases. Upon completing the course, you will become one of the valuable assets in the AI job market with sought-after skills.
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Bonus Materials
Course Presentation
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Additional Lectures
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Mastering Generative AI with LLMs FAQs
The Mastering Generative AI with LLMs course includes lessons on the fundamentals of generative AI and LLMs, practical applications of LLMs, and methods to evaluate and optimize their performance. You will also learn about the ethical considerations and challenges associated with the implementation of LLMs. The course also sheds light on the future trends expected in the generative AI landscape.
The course helps you learn generative AI with the goal of acquiring the relevant skills required to solve real-world challenges. Through this course, you will learn how to implement Large Language Models in different scenarios and evaluate their performance. As a result, you can become a trusted generative AI expert who knows how to make LLMs work according to your expectations and become an in-demand candidate for many AI positions.
Anyone who wants to dive into the world of generative AI and LLMs is the perfect candidate for this course. On top of it, software developers, engineers, innovation managers, entrepreneurs, and IT professionals are also the ideal audience for this course.
Yes, 101 Blockchains offers expert support with this generative AI course, just like with all the other courses. You will find relevant solutions to your queries and doubts thanks to our experts available to you 24/7.
The notable limitations of LLMs include hallucinations and misinformation, as well as struggles in understanding the context. Some of the other concerns of LLMs include the possibility of bias and ethical concerns. The limitations in the training data of models also create setbacks for LLMs.
The Generative AI with Large Language Models course can help business owners by providing an ideal tool to prepare their workforce for AI implementation. LLMs have emerged as powerful tools that help businesses improve their workforce’s productivity and address real-world problems. With a workforce that knows how to use LLMs, business owners can achieve promising improvements across different operations and processes.
You don’t have to worry about any deadline to complete this course. You can learn LLMs and their practical implications with this self-paced training course without any restrictions. The course is accessible from anywhere, anytime, and on any device you choose, thereby allowing you the freedom to learn whenever you want.
The Mastering Generative AI with LLMs course does not impose any eligibility conditions for learners. If you want to learn how LLMs work and solve real-world challenges, this new course on generative AI and LLMs is the best pick for you.
Yes! This course is available with the Premium plan at 101 Blockchains. The Premium Plan is the best way for learners to enjoy unlimited access to all of the courses and certifications on the platform.
Large Language Models or LLMs have different real-world use cases across different industries, such as customer service, finance, and healthcare. For instance, LLMs can help with medical diagnosis, personalized patient experiences, and fraud insurance claim detection in healthcare.
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