How to start a career in AI technology & Prompt Engineering?

Discover the resources you need to advance in this fast-paced field.

Mrinal Walia
7 min readFeb 1, 2024

Imagine being a computer science student in 2024, equipped with the knowledge of two game-changing technologies that have revolutionized the industry. It’s no wonder why everyone in their occupation is eager to learn more about what these technologies can really do.

Here are some hard facts for you if you don’t trust me:

The global artificial intelligence market size is projected to expand at a compound annual growth rate (CAGR) of 37.3% from 2023 to 2030. It is projected to reach $1,811.8 billion by 2030.¹

AI has the humongous potential to contribute to the global economy. AI is expected to contribute more than the current output of India and China combined to the world economy by 2030.²

AI is expected to contribute $15.7 trillion to the global economy by 2030, more than the current output of China and India combined.³

In 2023, 30 percent of computer science jobs were AI-related, in 2024, there will potentially be more than 131,000 AI-related jobs in the market.

Source 1,2,3: PWC-Sizing The Price (photo)

If you want to make your mark in AI, the key is to start early and gain an edge. It’s like a marathon, and getting ahead of the competition can make all the difference. So, what are you waiting for?

Let’s get started!

I will provide various free resources in this article, including guides, papers, lectures, notebooks, projects, open-source models, source codes, and online courses.

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Prompt Engineering Guide

This website contains all the latest papers, advanced prompting techniques, learning guides, model-specific prompting guides, lectures, references, new LLM capabilities, and tools related to prompt engineering. They support 12 languages and ranked #1 on Hacker News on 21st Feb 2023.

Prompt Engineering Guide also offers Professional training and a live cohort-based course on Prompt Engineering, which you can grab at some additional cost.

If the paid course is out of your budget, don’t worry; there are still plenty of great resources available here that can help you achieve your goals.

Generative AI For Beginners

This learning website is carefully prepared by Microsoft Cloud Advocates. It contains a 12-lesson course teaching you everything you need to know to start building Generative AI Applications.

You will learn the basics of developing Generative AI apps. Each lesson will cover a key aspect of Generative AI principles and application development.

Throughout this course, you’ll have the opportunity to build your very own Generative AI startup. This will give you some awesome insights into what it takes to launch your ideas and see them come to life.

The entire course is absolutely free of charge, and every lesson comes with its own set of resources:

  • a short video introduction to the topic
  • a written lesson located in the README
  • a Jupyter Notebook with code examples (for project-based lessons)
  • a challenge or assignment to apply your learning
  • links to extra resources to continue your learning

Generative AI

Generative AI provides resources, including notebooks, code samples, and sample apps, to help users develop and manage generative AI workflows on Google Cloud (VertexAI).

The diagram shown below provides a high-level overview of the Generative AI workflow.

All the features available in their workflow, along with an impressive list of models such as Gemini API, PaLM API, Codey APIs, Imagen API, and MedLM, are freely available on their website and come with resources to help you get started.

AI Notes

AI Notes is a platform designed to keep students and software engineers updated with the latest developments in the field of Artificial Intelligence. It serves as a reliable data store for writing, sharing important URLs, and brainstorming ideas related to AI products on Latent Space.

By using AI Notes, you can stay informed about the latest advancements and collaborate with your peers to come up with innovative ideas.

Let me give you a sneak peek of what’s in store for you:

- Impressive and motivational use cases of AI

- Top AI articles categorized by difficulty level

- Communities related to AI in various domains

- Twitter handles of top AI figures

- Quotes, reality checks, and demotivational content on AI

- Legal, ethical, and privacy-related news and resources on AI

- Misc. links to articles on AI alignment, safety, regulations, and papers

Prompt Flow

Prompt Flow is a comprehensive suite of development tools that simplifies the entire cycle of LLM-based AI application development, from ideation and prototyping to testing, evaluation, production deployment, and monitoring. It greatly simplifies prompt engineering and empowers you to build production-quality LLM apps.

I understand that many students often face the challenge of getting stuck with theoretical concepts and needing more hands-on experience. Don’t worry; I’m here to help! This project will guide you in building your first end-to-end LLM app with prompt engineering.

Their comprehensive documentation contains:

  • How-to guides for completing tasks efficiently.
  • References to learn more about prompt flow API.
  • Introduction to key concepts of prompt flow.

Fork Prompt Flow on GitHub.


Overall, the article serves as a valuable guide for anyone interested in beginning a career in AI and provides a comprehensive list of resources to help them get started.

You discovered a range of free resources that include guides, papers, lectures, projects, open-source models, source codes, and online courses related to AI. It also provides factual information and statistics highlighting the potential impact of AI on the global economy and the number of job opportunities in the field.

All the best for your future!

Do you have any questions?

Feel free to ask questions in the comments below or connect with me on my social media accounts. I’ll do my best to answer them.

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Mrinal Walia

Data Scientist and a Technical Writer! I will give you the best of Open-Source and AI.