STEP IT Academy | We have been teaching since 1999. High-quality IT-education for adults and children. We prepare programmers, designers and system engineers who cannot be replaced by artificial intelligence. In order to achieve this, we teach how to understand tasks, run projects and work in a team, in addition to core knowledge.

Your browser Internet Explorer is out of date!

Please, use Google Chrome, Safari, Mozilla Firefox, Opera

ШАГ логотип

Building Your Own Drink Classifier with AI! (Deep Learning Workshop Recap)

IT Academy STEP Cambodia

news

education

events

16.05.2024

1467 views

On May 11th, IT Academy STEP Cambodia hosted a fascinating workshop led by AI expert Sam Seng. Seng, who works in research, development, and engineering from New York City, introduced participants to the exciting world of artificial intelligence (AI). This workshop specifically focused on how to use AI to recognize images, with a fun and practical project: building your own drink classifier!

Coffee vs. Boba Tea: Unveiling the Power of AI

Forget picking sides – this workshop was about using AI to tell your coffee from your boba tea in a photo! Participants learned the basics of AI and image recognition, and then put those skills to work by creating a program that can automatically identify these two popular drinks.

Learning by Doing: A Hands-on Introduction to AI

The workshop used a "learn by doing" approach, guiding students step-by-step through the creation of their drink classifier. Here's what they covered:

  • Understanding AI and Image Recognition: The session started with a clear introduction to AI and image recognition, ensuring everyone had a solid foundation before diving into the project.

  • Setting Up Your AI Toolkit: Participants learned how to set up their coding environment using Jupyter Notebooks and essential libraries. This is like building a workbench with all the tools you need for your AI project.

  • Data: The Fuel for AI: The workshop used existing sets of coffee and boba tea images, providing the "data" that the AI model needs to learn.

  • Training the AI to Recognize Drinks: Students learned how to fine-tune pre-trained AI models, specifically teaching them to distinguish between coffee and boba tea in photographs. Think of it like training a dog to recognize toys!

  • Testing Your AI Creation: After building their models, participants tested them on new images to see how well they could identify drinks.

  • Seeing Inside the AI Machine: The workshop went beyond just building the model. Students also learned how to visualize how the AI actually works to differentiate between coffee and boba tea images.

  • Q&A and Exploring the Future: The session concluded with a question and answer segment where participants could discuss potential applications of their new skills and explore resources for further learning in AI.

More Than Just Coffee vs. Boba Tea

This workshop wasn't just about creating a fun drink classifier. It aimed to spark curiosity and open doors to the exciting world of AI. By giving students the tools and knowledge to build their own AI creation, the workshop empowered them to explore the vast possibilities of this rapidly growing field.

Ready to Join the AI Revolution?

IT Academy STEP Cambodia offers a variety of workshops and programs designed to equip students with the latest technology skills. Stay tuned for upcoming events and take the first step towards your future in AI!



AUTHOR:

IT STEP Academy

news

education

events

IT Academy STEP Cambodia

Short Courses

Bridging the AI Literacy Gap: Recapping the "AI in Programming" Workshop

Discover the highlights of the "AI in Programming: Secrets of Vibe Coding" workshop at IT Academy STEP Cambodia. Learn how AI is transforming software development and why building AI systems is the key to success for Cambodian students.

On May 09, 2026, the IT Academy STEP Cambodia Olympic branch hosted a FREE workshop titled "AI in Programming: Secrets of Vibe Coding" Led by Mr. Chau Magn, an experienced AI Instructor and Software Developer. The session provided a deep dive into how Artificial Intelligence is fundamentally altering the DNA of software engineering. As Cambodia continues its digital transformation, the gap in AI literacy remains a significant challenge. This workshop was designed not just to introduce new tools, but to shift the mindset of Khmer students from being passive users of technology to being active builders of AI-driven systems.   What is "Vibe Coding"? A central theme of the workshop was the concept of "Vibe Coding," a term recently popularized in the global tech community. Mr. Chau Magn explained that Vibe Coding isn't about being less technical; it is about shifting the developer’s focus from the minutiae of syntax to the high-level logic and architecture of a program

ШАГ логотип

news

events

IT Academy STEP Cambodia

Short Courses

UX/UI Design Workshop Recap: Real Industry Advice from Shey Cobley

Recap of the UX/UI Design Workshop at IT Academy STEP Cambodia featuring Shey Cobley, a UX expert with 25 years of experience. Learn about UX career advice, portfolio tips, AI in design, and how students can prepare for the future of UX/UI design.

On May 3rd, IT Academy STEP Cambodia hosted a special UX/UI Design Workshop led by Shey Cobley, a UX and design industry expert with more than 25 years of experience working across the global design industry. The two-hour session welcomed students, aspiring designers, and early-career creatives who wanted to gain practical insight into the real world of UX/UI design. Unlike many traditional workshops that focus only on tools or trends, this session focused on the realities of building a successful design career in today’s fast-changing digital industry.   A Workshop Focused on Real UX Career Growth Throughout the session, Shey shared honest and practical advice about three major topics that many junior designers rarely get the chance to hear directly from an experienced industry professional: - How to get hired by both local and international companies - How to succeed in your first UX/UI design job - How designers should adapt to AI before it becomes a challenge la

ШАГ логотип

news

education

Short Courses

5 Design Skills Every Student Should Have in 2026

5 essential design skills every student should learn in 2026. Discover how to start a design career in Cambodia and explore Graphic Design classes in Phnom Penh.

In today’s digital world, design is no longer just for creative professionals; it’s becoming a must-have skill for students across all fields. Whether you want to work in marketing, business, tech, or even start your own brand, having strong design skills can give you a serious advantage. In Cambodia, especially in fast-growing cities like Phnom Penh, companies are actively looking for people who can create visual content, manage social media, and communicate ideas clearly. That’s why more students are exploring Graphic Design classes and IT courses in Phnom Penh to stay competitive. So, what exactly should you learn?   Basic Design Principles (The Foundation) Before jumping into tools, every student should understand the core principles of design: - Layout & composition - Color theory - Typography - Visual hierarchy These are the fundamentals that separate a “random design” from something that actually looks professional. Once you understand th

ШАГ логотип

news

education

events

IT Academy STEP Cambodia’s Latest Software & Design Graduates

Discover highlights from STEP Cambodia Graduation 2026 at the Olympic Branch. See how software development and graphic design students became industry-ready professionals in just 2.5 years.

On March 15, 2026, IT Academy STEP Cambodia proudly celebrated another milestone as students from the Software Development and Computer Graphics & Design programs graduated at our Olympic branch in Phnom Penh. The event brought together students, families, friends, and teachers in a meaningful celebration of growth, creativity, and achievement. It was more than just a graduation; it was a reflection of how far these students have come in just 2.5 years.   A Journey from Beginner to Industry-Ready Throughout the ceremony, we revisited the students’ journey, from their first day stepping into IT, to building real-world projects that demonstrate their skills and confidence. Students from the Software Development program showcased applications and systems they developed, while the Computer Graphics & Design group presented creative works ranging from branding to digital design projects. Each project reflected not only technical ability but also problem-solving and creativ

ШАГ логотип

Telegram

Follow the news, get access to the useful content and learn about special offers on our Telegram channel!

Read

This site uses cookies

Privacy policy