Using Generative AI for Predecting Market Movement

About this course

Generative & Algorithmic Trading

Why This Course? Dive into the world of Generative AI with a special focus on its applications in finance. From basic concepts to advanced trading strategies, this course is your gateway to leveraging AI for financial success.

Meet Your Instructors:

• Sajid Lhessani: A data scientist who turned his engineering skills towards the financial market, developing algorithmic trading strategies.

Hanane Dupouy: Experienced Data Scientist and Algorithmic Trader, bringing cutting-edge financial analytics from the heart of the French banking sector. 15+ years of experience.

Generative AI in Finance for Beginners:

• Core Concepts: Understand the basics of LLMs, Transformer architecture, tokenization, and embedding.

Overcoming Limitations: Explore challenges like cutoff knowledge and proprietary data usage, and learn the techniques to address them including Pre-training, Fine-tuning, Prompt Engineering, and Retrieval Augmented Generation (RAG).

API Usage: Practical exercises using the OpenAI API and Google API to interact with state-of-the-art models like GPT-3.5-Turbo, GPT-4-Turbo, and others.

Course Overview:

• Comprehensive Learning: Detailed modules covering everything from the very basics of Python to sophisticated trading algorithms using LLMs.

Practical Application: Hands-on practice with APIs, creating trading strategies, sentiment analysis, news summarization, and market trend detection using Python.

Special Features:

Assistant AI from OpenAI: Learn to utilize one of the most advanced tools in AI, which simplifies interactions with LLMs, performing complex tasks like code

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