Martin Lab
Martin Lab
  • Welcome to Martin Lab
  • Student Theses
  • Lectures
    • NLP & GenAI
      • 1. Introduction to NLP & Generative AI
      • 2. Specialised models vs. LLMs for NLP tasks
      • 3. LLM Selection, Tooling & Monitoring
      • 4. Transformer Architecture, Prompt Engineering & Monitoring
  • Exercises
    • 2024-09-12
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On this page
  • About Andreas Martin, PhD
  • What You'll Find Here
  • Stay Connected

Welcome to Martin Lab

This is a website of a virtual research lab of Andreas Martin, PhD.

Welcome to the Martin Lab of Applied Artificial Intelligence! Here, you'll find a wealth of information, notes, guides, and documentation on various topics in the field of AI.

About Andreas Martin, PhD

Dr. Andreas Martin is a professor specializing in Applied Artificial Intelligence. With a passion for teaching and research, Dr. Martin focuses on advancing the understanding and application of generative AI, large language models, machine learning, and knowledge-based systems.

What You'll Find Here

This website serves as a comprehensive resource for students, researchers, and enthusiasts interested in the latest developments and practical applications of AI. Explore the following sections to deepen your knowledge:

Generative AI

  • Introduction to Generative AI: Learn the basics and explore various generative models.

  • Tutorials and Guides: Step-by-step tutorials to get you started with generative AI projects.

  • Research Papers: Access to seminal papers and recent advancements in the field.

Large Language Models

  • Overview of Large Language Models: Understand what large language models are and how they work.

  • Implementation Guides: Practical guides to implementing and fine-tuning large language models.

  • Use Cases: Real-world applications and case studies showcasing the power of large language models.

Machine Learning

  • Fundamentals of Machine Learning: A beginner-friendly introduction to key concepts in machine learning.

  • Advanced Techniques: In-depth guides on advanced machine learning techniques and algorithms.

  • Project Ideas: Suggestions and inspiration for your machine learning projects.

Knowledge-Based Systems

  • Knowledge-Based Systems: An introduction to knowledge-based systems and their importance.

  • Development Guides: Tutorials on building and deploying knowledge-based systems.

  • Case Studies: Examples of successful implementations and their impact on various industries.

Stay Connected

Stay updated with the latest posts, research findings, and announcements by following Dr. Andreas Martin on social media.


We hope you find this website a valuable resource in your journey through the fascinating world of artificial intelligence. Happy learning!


Contact Information:

NextStudent Theses

Last updated 8 months ago

For more information about Dr. Martin's research papers and project portfolio, visit his personal website at .

LinkedIn:

Twitter:

andreas-martin.com
Andreas Martin, PhD
@AndreasMartin