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所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-az/
课程评论:没有评论
课程名称:人工智能A-Z 2025:代理AI、生成AI和强化学习 课程概述:欢迎来到人工智能A-Z课程!在这里,您将通过直观的讲座学习关键的人工智能概念,让您迅速熟悉所有与AI相关的内容,并通过构建8种不同的AI进行实践。具体包括: 1. 使用基础模型(LLM)构建AI代理,助力商业助手,整个过程由云服务支持。 2. 构建基于Q学习模型的AI,并训练它在仓库流程优化案例中提升效率。 3. 利用深度Q学习模型构建AI,并训练其实现登月目标。 4. 使用深度卷积Q学习模型构建AI,并训练其玩吃豆人游戏。 5. 运用A3C(异步优势演员-评论家)模型构建AI,并训练其进行功夫搏斗。 6. 通过PPO(近端策略优化)模型构建AI,并训练其自驾。 7. 利用SAC(软演员-评论家)模型构建AI,并训练其自驾。 8. 通过微调强大的预训练LLM(Meta的Llama 2)与Hugging Face构建AI,训练其与您聊医学术语,打造AI医生聊天机器人。 此外,课程结束后,您还可以获得3个额外的AI:DDPG、全世界模型以及进化策略与遗传算法。每个额外的AI都会提供详细的视频讲座、迷你PDF和Python代码。 完成课程后,您还将获得一份免费的3小时生成AI和LLM与云计算的额外课程。 课程亮点: 1. 从初学者到专家的AI技能:与您一起编写自我改进的AI代码,从零开始的每个教程都能充分理解代码的构建过程。 2. 便捷的编码和代码模板:在Google Colab中构建所有AI,无需烦恼安装库或软件包,提供可下载的Python代码模板。 3. 直观的教程:专注于帮助您理解AI的含义,而非复杂的数学,培养更深的理解能力。 4. 真实世界的解决方案:通过5个不同的AI模型实践,您将掌握适应实际环境的AI技能。 5. 课程内支持:您的学习旅程中,我们的专业数据科学家团队在48小时内为您提供支持。 准备好迎接人工智能的奇妙世界了吗?快来加入我们,持续学习,享受AI带来的乐趣吧!
Welcome to Artificial Intelligence A-Z!Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI and practice them by building 8 different AIs:Build an AI Agent with a Foundation Model (LLM) for business assistance, all powered by the Cloud.Build an AI with a Q-Learning model and train it to optimize warehouse flows in a Process Optimization case study.Build an AI with a Deep Q-Learning model and train it to land on the moon.Build an AI with a Deep Convolutional Q-Learning model and train it to play the game of Pac-Man.Build an AI with an A3C (Asynchronous Advantage Actor-Critic) model and train it to fight Kung Fu.Build an AI with a PPO (Proximal Policy Optimization) model and train it for a Self-Driving Car.Build an AI with a SAC (Soft Actor-Critic) model and train it for a Self-Driving Car.Build an AI by fine-tuning a powerful pre-trained LLM (Llama 2 by Meta) with Hugging Face and re-train it to chat with you about medical terms. Simply put, we build here an AI Doctor Chatbot.But that's not all.Once you complete the course, you will get 3 extra AIs: DDPG, Full World Model, and Evolution Strategies & Genetic Algorithms. We build these AIs with ChatGPT for a Self-Driving Car and a Humanoid application. For each of these extra AIs you will get a long video lecture explaining the implementation, a mini PDF, and the Python code.Besides, you will get a free 3-hour extra course on Generative AI and LLMs with Cloud Computing as a Prize for completing the course.And last but not least, here is what you will get with this course:1. Complete beginner to expert AI skills - Learn to code self-improving AI for a range of purposes. In fact, we code together with you. Every tutorial starts with a blank page and we write up the code from scratch. This way you can follow along and understand exactly how the code comes together and what each line means.2. Hassle-Free Coding and Code templates - We will build all our AIs in Google Colab, which means that we will have absolutely NO hassle installing libraries or packages because everything is already pre-installed in Google Colab notebooks. Plus, you'll get downloadable Python code templates (in.py and.ipynb) for every AI you build in the course. This makes building truly unique AI as simple as changing a few lines of code. If you unleash your imagination, the potential is unlimited.3. Intuition Tutorials - Where most courses simply bombard you with dense theory and set you on your way, we believe in developing a deep understanding for not only what you're doing, but why you're doing it. That's why we don't throw complex mathematics at you, but focus on building up your intuition in AI for much better results down the line.4. Real-world solutions - You'll achieve your goal in not only one AI model but in 5. Each module is comprised of varying structures and difficulties, meaning you'll be skilled enough to build AI adaptable to any environment in real life, rather than just passing a glorified memory "test and forget" like most other courses. Practice truly does make perfect.5. In-course support - We're fully committed to making this the most accessible and results-driven AI course on the planet. This requires us to be there when you need our help. That's why we've put together a team of professional Data Scientists to support you in your journey, meaning you'll get a response from us within 48 hours maximum.So, are you ready to embrace the fascinating world of AI?Come join us, never stop learning, and enjoy AI!