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所在平台: Udemy |
课程主页: https://www.udemy.com/course/exploring-algorithmic-trading-and-generative-ai-usage/
课程评论：没有评论
课程名称：使用生成性AI预测市场动向 课程概述：生成性和算法交易 为何选择本课程？深入探索生成性AI的世界，特别关注其在金融领域的应用。从基本概念到高级交易策略，本课程是利用AI实现财务成功的门户。 讲师介绍： - Sajid Lhessani：数据科学家，将工程技能应用于金融市场，开发算法交易策略。 - Hanane Dupouy：资深数据科学家和算法交易员，拥有15年以上法国银行业前沿金融分析经验。 课程内容： 1. **生成性AI入门**： - 核心概念：理解大型语言模型（LLM）、变换器架构、标记化和嵌入等基本知识。 - 克服局限性：探索知识截止期和专有数据使用等挑战，学习预训练、微调、提示工程和检索增强生成（RAG）等技术来应对这些挑战。 2. **API使用**：通过实践练习使用OpenAI API和Google API，与最先进的模型（如GPT-3.5-Turbo和GPT-4-Turbo）进行交互。 3. **全面学习**：详细模块涵盖从Python基础到利用LLMs的复杂交易算法。 4. **实践应用**：通过API进行动手实践，创建交易策略、情感分析、新闻摘要和市场趋势检测，使用Python编程。 特别功能： - OpenAI助手AI：学习利用最先进的AI工具简化与LLMs的交互，执行复杂任务如代码执行和图表绘制。 学习成果： - 交易机器人开发：设计并部署第一个利用AI的交易机器人。 - 高级数据分析：掌握数据可视化和趋势分析的技巧，以做出明智的交易决策。 - 实际API交互：熟练调用和利用主要AI API在金融应用中的功能。 为何选择本课程？ - 针对初学者量身定制：无需提前具备AI或金融知识。 - 深入学习：从基本概念到高级应用，全面理解生成性AI在交易中的各个方面。 - 互动学习体验：通过练习、挑战和现场演示来巩固理解和技能。 准备好利用AI开始一段盈利的算法交易职业生涯了吗？立即报名，用最前沿的技术转变您的金融方法。
Generative & Algorithmic TradingWhy 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.
