Artificial Intelligence (AI) is transforming industries, from healthcare to finance, and its influence is growing rapidly. To help students understand this evolving field, the London School of Emerging Technology (LSET) hosted a Machine Learning Workshop. This two-day interactive programme introduced students to the core concepts of AI and Machine Learning (ML), offering hands-on experience and real-world insights.
Day 1: Laying the Foundation of AI and Machine Learning
The first day of the workshop was dedicated to understanding the fundamentals of AI and ML. Students were introduced to essential concepts, including:
- What is AI and Machine Learning? – Learning how AI systems process data and improve their decision-making over time.
- How AI is Used Today – Exploring AI applications in industries such as banking, healthcare, and automation.
- Basic ML Algorithms – Understanding concepts like classification, regression, and clustering through interactive examples.
One of the most engaging activities of the day was the hands-on project session, where students worked in groups to create a prototype of an AI-powered chatbot using Natural Language Processing (NLP).
Hands-On Learning: Building an AI Chatbot
Students applied their newly acquired knowledge by designing a simple chatbot that could interact with users. This session focused on:
- Defining the chatbot’s purpose – Identifying the type of queries it would handle.
- Understanding data inputs and outputs – Learning how the chatbot processes user inputs and generates responses.
- Choosing ML algorithms – Discussing NLP techniques and basic AI models.
By the end of the session, each group presented their chatbot concept, explaining how AI could improve interactions and enhance user experience. The presentation allowed students to showcase their problem-solving skills and receive feedback from instructors.
Day 2: Real-World AI Applications and Industry Insights
While Day 1 focused on learning and application, Day 2 was about experiencing AI in action in the real world. Students visited a nationalised bank, where they learned how AI is transforming the financial sector. The session covered topics such as:
- AI for Fraud Detection – How machine learning models identify suspicious activities.
- Customer Support Chatbots – Exploring AI-driven virtual assistants used in banking services.
- AI-Powered Risk Assessment – Understanding how banks use AI to evaluate financial risks.
Students also engaged in a Q&A session with banking professionals, allowing them to gain insights into real-world AI implementation.
Entrepreneurial Insights: AI and Innovation
The second part of the day included a visit to an incubator, where students interacted with startup founders and industry experts. Discussions revolved around:
- How AI is driving innovation – Understanding how startups leverage AI to develop new solutions.
- Challenges in AI Implementation – Learning about the practical hurdles of integrating AI technologies.
- Future Career Opportunities in AI – Exploring possible career paths in AI and ML.
The networking session was a great opportunity for students to interact with professionals and gain valuable industry perspectives.
Key Takeaways from the Workshop
The LSET Machine Learning Workshop provided a well-rounded learning experience by combining theoretical knowledge with hands-on projects and industry exposure. Some of the key takeaways from the event included:
- Understanding AI and ML Fundamentals – Students gained insights into AI’s working principles and applications.
- Problem-Solving with AI – The chatbot project encouraged critical thinking and teamwork.
- Real-World AI Applications – Industry visits helped students see AI in action beyond the classroom.
- Presentation & Communication Skills – Presenting their chatbot projects helped students build confidence in explaining technical concepts.
- Networking & Career Insights – Meeting professionals and entrepreneurs provided valuable career guidance.
Conclusion
The LSET Machine Learning Workshop offered an exciting and informative introduction to the world of AI. By blending classroom learning, hands-on projects, and industry visits, students got a glimpse into how AI is shaping the future. Programmes like these are crucial in helping young learners develop skills that will be valuable in the ever-evolving tech industry.