Ishan Anand – How AI And LLMs Work

Ishan Anand – How AI And LLMs Work

A Fast-Track Crash Course for Busy Professionals

Artificial Intelligence is no longer a niche technology—it’s reshaping industries, roles, and decision-making at every level. Yet many professionals feel overwhelmed by technical jargon, complex research papers, and rapidly changing tools.

Ishan Anand – How AI And LLMs Work is a practical, time-efficient crash course designed to demystify AI and large language models (LLMs) without requiring a technical background. This program focuses on conceptual clarity, real-world understanding, and business relevance, making it ideal for professionals who want to stay informed and confident in an AI-driven world.

What This Course Is About

This course explains how modern AI systems actually work, not just how to use them. Instead of shallow tool tutorials, it provides a foundational understanding of the mechanisms behind large language models, generative AI, and intelligent systems.

You’ll learn:

• What AI and LLMs are (and what they are not)

• How models like modern language systems are trained

• Why AI produces certain outputs

• Where AI excels—and where it fails

• How to think critically about AI adoption in business

The goal is understanding, not coding.

Who This Course Is For

This program is designed specifically for busy, non-technical professionals, including:

✔ Founders and entrepreneurs
✔ Product managers
✔ Consultants and strategists
✔ Executives and decision-makers
✔ Marketers and business leaders
✔ Professionals working alongside AI tools

If you use AI—or make decisions influenced by AI—this course gives you the clarity needed to do so intelligently.

Why Understanding AI Matters (Even If You Don’t Code)

Most people interact with AI daily but don’t understand how it works. This leads to:

• Overtrusting AI outputs

• Underutilizing its capabilities

• Making poor strategic decisions

• Falling for hype or fear-based narratives

This course equips you with AI literacy, enabling you to:

• Ask better questions

• Evaluate AI claims realistically

• Communicate effectively with technical teams

• Make informed business decisions

What You’ll Learn Inside Ishan Anand – How AI And LLMs Work

🔹 Foundations of Artificial Intelligence

Understand the evolution of AI, key terminology, and how modern systems differ from traditional software.

🔹 How Large Language Models (LLMs) Actually Work

Learn how LLMs are trained, how they process language, and why they generate responses the way they do—without math-heavy explanations.

🔹 Tokens, Training, and Data

Get a clear explanation of:

• Tokens and embeddings

• Training data and model learning

• Why data quality matters more than size

🔹 Prompting, Context, and Limitations

Understand how prompts influence output, why context matters, and where hallucinations and errors come from.

🔹 Capabilities vs. Constraints

Explore what AI is genuinely good at—and what it should never be trusted to do alone.

🔹 AI in Business and Decision-Making

Learn how organizations use AI strategically, how to evaluate use cases, and how to avoid costly implementation mistakes.

A Fast-Track Format Built for Professionals

This course is intentionally designed to be:

• Concise and efficient

• Free from unnecessary technical complexity

• Structured for quick comprehension

• Easy to revisit when needed

You gain maximum understanding in minimum time, making it perfect for professionals with limited availability.

What Makes This Course Different

Unlike tool-based tutorials or academic lectures, this course focuses on mental models.

You’ll learn how to think about AI:

• How models reason (and don’t)

• Why outputs change

• How to interpret results critically

• How to communicate AI concepts clearly to others

This knowledge remains valuable even as tools evolve.

Practical Value Without the Noise

This course avoids:
❌ Overhyped promises
❌ Tool-specific gimmicks
❌ Heavy mathematics
❌ Coding requirements

Instead, it delivers:
✔ Clear explanations
✔ Real-world relevance
✔ Long-term foundational understanding
✔ Business-ready insights

Why This Knowledge Future-Proofs You

AI tools will change. Models will improve. Interfaces will evolve.
But understanding how AI works at a fundamental level gives you a lasting advantage.

With this course, you’ll be able to:

• Adapt quickly to new AI tools

• Lead informed conversations

• Make smarter strategic choices

• Stay relevant as AI adoption accelerates

Final Thoughts

Ishan Anand – How AI And LLMs Work: A Fast-Track Crash Course for Busy Professionals by Ishan Anand is the ideal starting point for anyone who wants clarity without complexity.

It transforms AI from a confusing black box into an understandable system—empowering you to engage with AI confidently, responsibly, and strategically.

If you want to understand AI beyond surface-level usage and make better decisions in an AI-driven world, this course provides the foundation you need.