Overview
Join us for Tech Talk, a part of SGInnovate's Let's Tech It series. This session will be co-organized with Intel. This workshop is designed to upskill Singapore’s deep-tech community. Learn the latest AI trends, tools, and open-source ecosystems from Intel experts. Through an exclusive hands-on session, explore how Intel’s vision enables AI innovation at scale, helping developers create impactful solutions across all verticals.
Course Description & Learning Outcomes
Hands-on Workshop: Engage in interactive sessions where you’ll explore AI technologies using opensource LLMs from Huggingface. Get familiar with tools that let you experiment and create your own models.
Network with the AI Community: Connect with leading professionals, expand your network, and enhance your communication skills in community-driven discussions.
Why Attend:
Upskill for the Future: Stay competitive in an evolving tech landscape by learning cutting-edge AI practices and solutions.
Exclusive Access to Expert Knowledge:
Learn directly from subject-matter experts who not only teach but also mentor you on how to solve real-world business challenges using Intel’s open-source ecosystems.
Leverage Open-Source Ecosystems:
Understand the power Intel’s own open-source platforms and toolkits such as OpenVino, helping you accelerate innovation in your projects
If you are a Software engineer, data scientist, AI enthusiast, and professionals eager to leverage AI in your field, then this session if for you
Recommended Prerequisites
Some Machine Learning basics
Basic programming knowledge on Python and Bash
Some experience in Windows PowerShell or Linux Terminal
Pre-course instructions
For the best experience, please bring a laptop for hands on session, preferably systems with Intel 13th Gen Core 16GB RAM and above.
Schedule
Date: 05 Nov 2024, Tuesday
Time: 4:00 PM - 8:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: 32 Carpenter Street, 059911
Agenda
| Day/Time | Agenda Activity/Description |
|---|---|
| 4.00pm - 4.30pm | Registration |
| 4.30pm - 4.45pm | ● Introduction of Intel Developer Cloud ● Introduction of Intel OpenVINO ● Intel Technology (CPU/NPU/GPU) |
| 4.45pm - 5.45pm | ● Run LLMs/sLMs on Edge devices, Hands-on-Lab(HoL) : Create a RAG system using OpenVINO and LangChain |
| 5.45pm - 6.00pm | Break |
| 6.00pm - 7.00pm | ● Setting up Intel Developer Cloud (IDC) Account ● Creating Bare Metal Intel 5th Gen Machine on IDC ● Fine Tuning Llama 3.1-8B on Intel Xeon 5th Gen on IDC ● Question-Answer ChatBot on Fine-Tuned Llama 3.1-8B Model with IDC (Both bf16 and INT4 optimized model) |
| 7.00pm - 7.15pm | Q&A |
| 7.15pm - 8.00pm | Networking + Refreshments (Food and Alcoholic Beverages) |
Skills Covered
PROFICIENCY LEVEL GUIDE
Beginner: Introduce the subject matter without the need to have any prerequisites.
Proficient: Requires learners to have prior knowledge of the subject.
Expert: Involves advanced and more complex understanding of the subject.
- Machine Learning (Proficiency level: Beginner)
- Python (Proficiency level: Beginner)
- Bash (Proficiency level: Beginner)
- Linux (Proficiency level: Proficient)
Speakers
Trainer's Profile:
An, Leo, AI Technical Specialist Asia Pacific & Japan (APJ), Intel
A highly experienced senior within the AI/ML, Data analytics, Cloud and telecommunication space. Leo holds an established career in robust technology roles, including Head of Strategy Product Engineering, Lead Solutions Architect, Cloud Escalation Lead, Head of IT. Currently an AI Technology Solution Specialist covering the Asia-Pacific and Japan (APJ) region for Intel.
Trainer's Profile:
Tan, Guan Hao, Solution Architect, Technical Solutions & Enabling Team SG-MY , Intel
As the SG-MY Presales Solution Architect, Guan Hao is responsible for ensuring all customers' technical and architecture needs are understood and working with the customer, business unit teams, and partners to develop technically advanced solutions that help solve customer business problems. He covers the customers from HLS, HPC, Telco and Transportation in Singapore.
Trainer's Profile:
Allen Wong, Solution Architect, Asia Pacific & Japan (APJ), Intel
With over 18 years of experience in the tech industry, Allen provides comprehensive technical support to a wide array of customers, including System Integrators (SI), Independent Software Vendors (ISVs), Original Equipment Manufacturers (OEMs), and Original Design Manufacturers (ODMs). His expertise spans the Asia-Pacific and Japan (APJ) region, covering Malaysia, Singapore, Indonesia, Thailand, and Australia.
