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| File Name: | Exploring Algorithmic Trading and Generative AI Usage |
| Content Source: | https://www.udemy.com/course/exploring-algorithmic-trading-and-generative-ai-usage/ |
| Genre / Category: | Other Tutorials |
| File Size : | 4.5 GB |
| Publisher: | udemy |
| Updated and Published: | May 21, 2024 |
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.
DOWNLOAD LINK: Exploring Algorithmic Trading and Generative AI Usage
Exploring_Algorithmic_Trading_and_Generative_AI_Usage.part1.rar – 995.0 MB
Exploring_Algorithmic_Trading_and_Generative_AI_Usage.part2.rar – 995.0 MB
Exploring_Algorithmic_Trading_and_Generative_AI_Usage.part3.rar – 995.0 MB
Exploring_Algorithmic_Trading_and_Generative_AI_Usage.part4.rar – 995.0 MB
Exploring_Algorithmic_Trading_and_Generative_AI_Usage.part5.rar – 802.9 MB
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