AI-Powered Financial Insights with LLMs
Elevate Market Analysis with Intelligent Dashboards
Elevate Market Analysis with Intelligent Dashboards
In today’s fast-moving financial world, analysts and decision-makers need tools that deliver insight from live data—not just predictions. This workshop introduces a practical end-to-end workflow that transforms real-time financial data into a responsive, intelligent application using cutting-edge tools.
The focus of this workshop is on exploring and extracting insight from the Sectors API, a rich source of structured financial data across companies and subsectors. Rather than training a predictive model, participants will build an AI-augmented dashboard that provides narrative summaries and financial profiling for selected companies or sectors, using lightweight large language models (LLMs).
This workshop is ideal for those who want to see how modern APIs and LLMs can enhance business understanding—without needing massive datasets or heavy model training.
Upon completion of this workshop, you will be able to:
Introduction and Environment Setup
Working with Real-Time Financial Data
Exploring and Profiling Financial Data
Augmenting Analysis with LLMs
Building the Financial Insight Dashboard
This testimonial video is taken after our previous Online Data Science Series: Time Series Analysis for Business Forecasting.
Our learning format is online-interactive, you will feel the interactive experience as if you were present in a physical classroom. You can access the class using your Zoom account on pre-defined dates.
Workshops in this series are tailored to casual programmers and non-programmers that are taking their first steps into data science. It assumes no prior knowledge or academic background, and attendees will be introduced to the beautiful art of writing R / Python code to produce data visualization and build machine learning models. The workshop has a gentle learning slope that is designed with non-technical professionals and academics in mind.
If I don’t have any IT or programming skills, can I still attend this workshop?
Yes, you can still attend the workshop as it is a beginner-friendly workshop.
How to join the interactive-online learning class after I’ve done the payment & registration?
Our system will send you an email containing a link and details to join a Google Classroom.
What platform will be utilized for this online-interactive learning workshop?
Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.
How will the participants receive the learning materials?
Learning materials can be obtain via Google Classroom
Would I receive a certificate after participating in the Workshop?
Yes, you will receive a certificate of completion.
Sr. Data Science Instructor at Algoritma Data Science School
Dwi Gustin Nurdialit is a Senior Data Science Instructor with over 3 years of experience using programming languages like R, Python, and SQL. She has excelled as a lead instructor in numerous corporate training sessions spanning diverse industries, including finance, retail, logistics, mining, and telecommunications. Dwi also plays a key role as a course producer, creating materials for corporate training programs, focusing on data visualization, machine learning, and Large Language Models (LLM). Her passion lies in making data science accessible and practical for everyone.