Exploring Algorithmic Trading and Generative AI Usage

Exploring Algorithmic Trading and Generative AI Usage

Unlock Your Trading Potential with Proven Strategies and Expert Guidance.


Description
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 execution and graph plotting.

Learning Outcomes:

Trading Robot Development: Design and deploy your first trading robot leveraging AI.

Advanced Data Analysis: Master techniques in data visualization and trend analysis to make informed trading decisions.

Real-world API Interaction: Gain proficiency in calling and utilizing features from major AI APIs for financial applications.

Why Choose This Course?

Tailored Content for Beginners: No prior knowledge of AI or finance required.

In-Depth Learning: From basic concepts to advanced applications, understand every aspect of Generative AI in trading.

Interactive Learning Experience: Engage with exercises, challenges, and live demos to solidify your understanding and skills..

Are you ready to start a lucrative career in algorithmic trading with AI? Enroll now and transform your approach to finance with cutting-edge technology.

Who this course is for:
  • Beginner Python programmer curious to learn about Generative AI and Trading
  • Leveraging LLM for Algorithmic Trading

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