Generative AI for Finance and Investing
- Sectors, Indonesia’s API-first financial data platform
- Supertype, enterprise analytics experts and data science consultancy
- Algoritma, a data science education center
Practical, hands-on introduction to programming an AI agent that can be valuable for financial research, investment analysis and asset management. Suitable for beginners and anyone with an interest in the financial market or learning to code with real financial data.
- $9 workshop admission included
- $98 worth of Sectors API subscription included
- $39 worth of Supertype Fellowship+ included (peer to peer learning group, mentorship, post-workshop implementation support)
Follow along the last 1 hour of the workshop as a Workshop + Practicum member to earn a certificate of completion.
We issue this certificate of completion as proof of demonstrable proficiency, and the difficulty level is suited for beginner / junior programmers. You will be asked to submit your work via a Github upload, at which point a mentor will assess and award a certificate as acknowledgement of your competency.
Cost per Admission
- Code-along Admission: IDR150,000 or $9
- [Optional] Extra $5 for $146 worth of support and services
How
Online Video-Conferencing (Zoom)
When
6pm to 9pm (GMT+7 / Jakarta)
7pm to 10pm (GMT+8 / SG, KL)
31 July, 2024
Your Instructor
- Serial software entrepreneur with a decade of software engineering experience since 2006
- Co-founder of HyperGrowth, GrowthBot, Algoritma and Supertype; now leading the team in building Sectors, Indonesia’s financial data layer
- First in Southeast Asia to receive certification in Microsoft Data Science professional program, MongoDB (2014), and Asia’s first RStudio Certified Instructor; Also recipient of Graph Analytics for Big Data from UC San Diego, Machine Learning by Stanford (2016)
- In-house consultant to SEGA-backed goGame, publisher of Disney Crossy Road, Big Hero 6 etc), Adaro (IDX: ADRO) group of companies and ex-employment at Gumi (TYO:3903), DianDian (600634.SH), year-long consulting at Beijing, Tokyo between 2013 and 2016
- Contributor to various publication including the Logistics Institute by NUS (National University of Singapore)
- Ranked #1 in Indonesia on StackOverflow’s R and Python topics (overall top 2% worldwide) between 2017 and 2023 (111 badges, 1.9+ million reach),
- Accredited instructor for NTUC Singapore and IBF (Institute of Banking and Finance) Singapore and guest lecturer in various institutions
Syllabus
Introduction to Generative AI
The foundations that make LLM (Large Language Models) work, and the underlying ideas that make them so powerful.
Python programming with API
How to use Python to interact with Sectors API, and how to collect up-to-date financial market data for your AI agent.
Stock research fundamentals
How I approach stock research, and how you can use the same principles to build your own AI agent.
Building a simple AI agent
Writing no more than 20 lines of code, you too can build AI that uses real-time financial data to generate insights and investment ideas.
Industrial-level AI agents
Scaling your LLM to handle more complex tasks, with higher accuracy and fidelity requires a set of strategies like fine-tuning, tool-calling, vector stores, and caching.
Post-workshop Learning Path
How to continue your journey in building AI agents, using all the resources available to you in the Supertype Fellowship and the Sectors API (worth $137 combined).
Workshop Fee
One-time fee of $9 for workshop admission.
Add $5 for 3 months of Supertype Fellowship+ (retail US$39) and Supertype Sectors API (retail US$98) credits, an incredible value for those seeking for after-workshop coding support, mentorship, and peer-to-peer learning.
Workshop
For $9, get the full workshop experience and all coding materials.
- Full workshop admission
- All workshop materials, datasets, and custom scripts
Workshop + Practicum
For $14, get the full workshop experience, all coding materials, $137 worth of subscriptions and after-workshop support, hi-res video recording and certificate of completion
- Full workshop admission
- All workshop materials, datasets, and custom scripts
-
3 Months of Supertype Fellowship+ ($39) for peer-to-peer learning and mentorship included
https://fellowship.supertype.ai
-
3,000 credits of Sectors API ($98) for personal and commercial project included
https://sectors.app/pricing
- Video Recording (mp4, hi-resolution)
- Earn a certificate of completion by following the last hour of coding