Microsoft launched the best course on Generative AI.
Artificial intelligence holds immense promise for transforming work, but also poses risks if training and reskilling isn't taken seriously.
Learn the basics of building Generative AI applications with our comprehensive 18-lesson course by Microsoft Cloud Advocates. Each lesson covers a key aspect of Generative AI principles and application development. Throughout this course, you will build your own Generative AI startup to gain an understanding of the requirements for launching your ideas.
Microsoft Cloud Advocates have created an incredible 18-lesson course that demystifies the fundamentals of building Generative AI applications. Whether you’re a beginner or have some experience, this course has something for everyone.
What sets this course apart is its comprehensive approach. It covers a wide range of topics, from understanding the basics of Generative AI and Large Language Models (LLMs) to hands-on coding lessons in both Python and TypeScript. Each lesson is designed to be self-contained, allowing you to dive into the topics that interest you the most.
The course includes the following lessons:
- Course Setup
- Introduction to Generative AI and LLMs
- Exploring and comparing different LLMs
- Using Generative AI Responsibly
- Understanding Prompt Engineering Fundamentals
- Creating Advanced Prompts
- Building Text Generation Applications
- Building Chat Applications
- Building Search Apps Vector Databases
- Building Image Generation Applications
- Building Low Code AI Applications
- Integrating External Applications with Function Calling
- Designing UX for AI Applications
- Securing Your Generative AI Applications
- The Generative AI Application Lifecycle
- Retrieval Augmented Generation (RAG) and Vector Databases
- Open Source Models and Hugging Face
- AI Agents
- Fine-Tuning LLMs
One of the key features of this course is its emphasis on responsible AI development. In today’s world, it’s not enough to simply build AI applications; we must do so ethically and responsibly. The course dedicates an entire lesson to this crucial topic, equipping you with the knowledge and best practices to create AI solutions that are not only innovative but also trustworthy.
Recent Blog Posts
ChatGPT 5 – When Your AI Friend Gets a Corporate Makeover
I've been using OpenAI's models since the playground days, back when you had to know what you were doing just to get them running. This was before ChatGPT became a household name, when most people had never heard of a "large language model." Those early experiments felt like glimpsing the future. So when OpenAI suddenly removed eight models from user accounts last week, including GPT-4o, it hit different than it would for someone who just started using ChatGPT last month. This wasn't just a product change. It felt like losing an old friend. The thing about AI right now is...
May 22, 2025Anthropic Claude 4 release
As a fan and daily user of Anthropic's Claude, we're excited about their latest release proclaiming Claude 4 "the world's best coding model" with "sustained performance on long-running tasks that require focused effort and thousands of steps." Yet we're also fatigued by the AI industry's relentless pace. The Hacker News comment section reveals something fascinating: we're experiencing collective AI development fatigue. The release that would have blown minds a year ago is now met with a mix of excitement and exhaustion—a perfect snapshot of where we are in the AI hype cycle. Code w/ Claude VideoCode with Claude Conference Highlights...
May 22, 2025How Sam Altman just executed the tech industry’s most audacious talent heist
When Jony Ive walked away from Apple in 2019, Silicon Valley held its breath. The man who designed the iPhone—the device that redefined human interaction with technology—was free to work with anyone. Google's billions beckoned. Meta's metaverse promised new frontiers. Microsoft's enterprise muscle offered guaranteed scale. Instead, Ive chose a startup CEO barely into his thirties, betting his next chapter on artificial intelligence hardware that didn't yet exist. That CEO was Sam Altman. And with Tuesday's announcement that Ive's design firm LoveFrom is merging with OpenAI, Altman has pulled off what may be the most strategically devastating talent acquisition in...