Developer Learning Solutions

01/03/2025

🚀 Exciting Announcement! 🚀

I'm thrilled to collaborate with SMU Academy to introduce the Advanced Certificate in Artificial Intelligence (AI) Programming! This hands-on programme is designed to equip participants with essential AI skills, covering Python programming, data science, machine learning, deep learning, and AI applications.

Whether you're:
✅ A beginner looking to break into AI
✅ An experienced developer expanding your skill set
✅ Exploring an exciting career shift into the AI industry

This programme offers the flexibility to pick and choose modules based on your expertise level.

💡 Curious to learn more?
Join us for a lunchtime talk on 11 March – “Unlock Hugging Face: Simplify AI with Transformers, LLMs, RAG, Fine-Tuning, and More”. Get a sneak peek into what this programme offers!

📌 Programme details: SMU Academy – Advanced Certificate in AI Programming - https://academy.smu.edu.sg/courses/advanced-certificate-applied-artificial-intelligence-ai-programming

Let's unlock the power of AI together! 🚀

This comprehensive programme offers participants an immersive, hands-on learning experience, equipping them with essential skills and cutting-edge tools for Python programming, data science, machine learning, deep learning, and artificial intelligence (AI). Each module is designed to cater to beginn...

30/08/2024

IOT310 - Programming AI Applications using GPT and Large Language Models (LLMs) - 17-18 Sep CONFIRMED.

If you want to learn how to get started with building AI applications, this course is for you. It will provide a crash course on all things AI - NLP applications, interfacing with OpenAI, how to use pre-trained models from HuggingFace, building AI frontend using Gradio, and more.

Details at: https://lnkd.in/ghfHW8ng

18/07/2024

I am thrilled to announce that the book I’ve been diligently working on for the past nine months is finally published!

Statistics is a crucial skill for quality analysts, mathematicians, data analysts, software engineers, and anyone in an analytical role. My book, "Implementing Statistics with Python," aims to teach you the basics of statistics and how to utilize Python for data analysis. You'll learn to identify patterns, quantify uncertainty, and make confident data-driven predictions.

When writing this book, I aimed for a gentle approach. Rather than diving straight into the mathematical foundations of statistical principles, I use Python to illustrate how things work. I believe this method is less daunting and makes learning statistics more engaging and accessible. I hope you check it out and look forward to your support!

Implementing Statistics with Python: Optimize decision-making with statistical inference and Python (English Edition)

07/06/2024

The Docker course next week on the 12 June is confirmed. Join us to get jump started in the fundamentals of containerization using Docker. You will get a clear head start in this one day course.

Details: http://bit.ly/Learn2DevelopCalendar

03/05/2024

Are you ready to level up your containerization skills? Don't miss out on my upcoming 1-Day Docker course where you'll dive deep into the world of Docker and revolutionize your development workflow!
🔹 What: 1-Day Docker Course
🔹 When: 14 June 2024
🔹 Details: http://bit.ly/Learn2DevelopCalendar
🔹 Who Should Attend: Developers, DevOps Engineers, System Administrators, and anyone interested in containerization and modern software deployment.

In this comprehensive course, you'll learn:
✅ Docker fundamentals and architecture
✅ Building Docker images
✅ Networking and storage in Docker
✅ Best practices for Docker deployment
Plus, hands-on labs and real-world examples will ensure you walk away with practical skills ready to apply in your projects immediately.
Limited seats available, so secure your spot now and take your Docker skills to the next level!

Don't miss this opportunity to master Docker in just one day! See you there! 🚀
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20/01/2024

OpenAI has introduced a new concept known as function calling. In this article, I am going to explain this concept with one examples.

Learn how to make OpenAI generate structured JSON output

20/01/2024

In this article, I will show you a particular example of a LangChain agent — the CSV Agent, and how it helps you to perform analytical tasks on your CSV file.

Learn how to make use of the CSV agent to analyze your CSV file and generate Python code

23/06/2023

In this article, I talked about using Flowise to build LLM-based applications. Flowise (https://flowiseai.com) is an open source UI visual tool to build your customized LLM flow using LangchainJS, written in Node Typescript/Javascript.

https://levelup.gitconnected.com/prototyping-large-language-model-llm-applications-using-flowise-e41410f5c676

Use Flowise to easily experiment and prototype LLM applications

21/06/2023

n my previous article, I talked about using AutoTrain from Hugging Face to automatically train your ML models. In that article I showed how image classification works. This time round I used the diabetes dataset to demonstrate how you can perform tabular data classification to predict the likelihood of one having diabetes.

Building a classification model to predict diabetes

21/06/2023

Heard of using to build AI applications using LLMs? Now you can build it using , where you simply drag and drop the various components needed in a LLM-based application. Give it a try and see how easy it is to use!

Use LangFlow to easily experiment and prototype LLM applications

19/06/2023

Auto ML comes to Hugging Face. With AutoTrain, you can now upload your dataset and AutoTrain will automatically select the best model for your tasks and train the model for you. Once trained, the model can then be run locally on your computer using the Hugging Face Transformers library. How cool is that!

Use Hugging Face AutoTrain for training state-of-the-art models for NLP and Computer Vision tasks

17/06/2023

Heard of LLM, GPT, AI, and all these tech jargons that everyone seems to be talking non-stop lately? Want to learn how to integrate all these services into your own applications? This month, I will be running an in-person course where I will cover all these topics in more details. Note that knowledge of Python is a prerequisite.

Details at https://lnkd.in/fxWNUsB.