Course
AI DRIVEN FINANCE
This course delves into chat GPT’s fundamental concepts and its application within the financial industry. The curriculum includes statistics with regards to self attention mechanisms, portfolio management services, credit scoring, and stock analysis along with algorithmic trading.
Overview
This course emphasizes statistical foundations, such as hypothesis testing and regression analysis, as well as how ChatGPT can facilitate financial analysis, forecasting, and data extraction.
Duration
2hrs
Timeline
1 month
Online/Live
Zoom class
Course Content
What You Will Learn
Fundamentals and underlying Technologies of ChatGPT
– Week 1
You will learn the basics of ChatGPT in the first week. You will learn about OpenAI and its influence on this technology via the GPT competitions. In addition, you’ll get insight into how the financial industry may make use of ChatGPT in practice. The technical features, such as the transformer design and tokenization, as well as their applicability in financial settings, will be introduced during the week.
Introduction to Finance with ChatGPT along with Statistical Foundation – Week 2
This week, we’ll be bringing together our statistical and economic knowledge. You’ll get a firm handle on financial analysis fundamentals and understand the significance of correct data interpretation. Learn the difference between descriptive and inferential statistics, investigate widely-used statistical techniques in finance, and find out how ChatGPT may assist your statistical analysis in a financial context.
ChatGPT in Financial Analysis – Basic to Advanced – Week 3
In Week 3, we explore ChatGPT’s potential in the realm of financial research. Effective portfolio management, understanding financial reporting, and identifying use cases for ChatGPT are all covered. You’ll think about its use in critical financial domains like credit scoring and fraud detection, but you’ll also investigate its limits in forecasting jobs. Insights on the future landscape of finance and AI, including potential and difficulties, are presented as the week comes to a close.
Advanced AI and Finance – A step into the Future – Week 4
The course’s last week dives headfirst into cutting-edge AI and financial topics. You will learn how to assess stock trends, navigate the complexities of trend analysis in the stock market, and even construct your own financial chatbot. The importance of ChatGPT in algorithmic trading is highlighted, and the fluctuation of market chart characteristics is studied in depth this week. In order to help you retain the information and answer any questions you may have, the course concludes with a thorough review and a brief Q&A session.