Machine Applied LLMs

"Unlocking the Power of Machine Learning in Legal Practice: Dive into Practical Applications of AI in LLMs!"

About the course

Gain a solid foundation in large language models (LLMs) with this course, covering their principles, training processes, and applications. Learn to integrate APIs from models like ChatGPT into custom projects and explore tools like LangChain for content creation and data analysis. Apply generative AI in real-world applications and understand the deployment of LLMs at scale using resources like LLMops.

Course Outcomes

Understand the basic principles behind large language models, including how they are trained, their capabilities, and their limitations.

Gain practical experience in leveraging APIs from models like ChatGPT for application development, as well as the know-how to train and deploy custom GPT models for specific tasks.

Apply generative AI tools and platforms, such as LangChain, to create novel applications that harness the power of LLMs for content creation, data analysis, and more.

Approach

Enroll in specific courses on deep learning and LLMs offered by platforms like DeepLearning.AI. Focus on modules that cover the fundamentals of neural networks, sequence models, and the architecture of models like GPT.

Use documentation and tutorials to integrate ChatGPT and other LLM APIs into custom projects. Platforms like OpenAI provide extensive guides for developers to embed LLM functionalities into applications.

Experiment with building applications using LangChain and other generative AI tools.

Explore resources on LLMops to understand the intricacies of deploying LLMs at scale practically.

Syllabus

What you'll learn

Built for Novices

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Create a habit

Pick up a new skill and learn why practice makes perfect.

Learn with the best

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Discover your niche

Learn what makes you tick and how you can use it to your benefit.

Learn from a band of experts

Get access to guest lectures and mentorship by industry leaders.

Explore a new frontier

Want to push the limits of what you can do? Gain the opportunity to become an expert.

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