AI人工智能课程 Artificial Intelligence A-Z 2023: Build 5 AI (incl. ChatGPT)

很高兴欢迎大家来到《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，快速掌握一切与人工智能相关的知识，并通过构建5种不同的人工智能来实践这些概念。以下是本课程的主要内容：

1. 从零基础到专家级的人工智能技能 –
学会为各种目的编写自我改进的人工智能代码。事实上，我们将与您一起编写代码。每个教程都从一张空白页面开始，我们会从头开始编写代码。这样您就可以跟着进行学习，了解代码是如何组合在一起的，以及每一行代码的含义。

2. 无忧编码和代码模板 –
我们将在Google Colab中构建所有的人工智能，这意味着我们不需要麻烦地安装库或软件包，因为一切都已经预先安装在Google Colab笔记本中。此外，您将获得可下载的Python代码模板（.py和.ipynb格式），用于您在课程中构建的每个人工智能。这使得构建真正独特的人工智能就像改变几行代码一样简单。如果释放您的想象力，潜力是无限的。

3. 直觉教程 –
大多数课程只是向您灌输密集的理论知识，然后让您自行解决问题，而我们则致力于培养对您所做的事情有深刻理解的能力，以及为什么要这样做。这就是为什么我们不会向您灌输复杂的数学知识，而是专注于培养您在人工智能方面的直觉，以便今后能够取得更好的结果。

4. 真实世界的解决方案 –
您不仅会在一个人工智能模型中实现您的目标，而是在5个模型中实现。每个模块都由不同的结构和难度组成，这意味着您将具备足够的技能来构建适应现实生活中任何环境的人工智能，而不仅仅是通过像大多数其他课程一样只是通过一种“测试和遗忘”的方式来学习。实践确实是最好的老师。

5. 课程内支持 –
我们致力于使这成为地球上最具可访问性和成果驱动的人工智能课程。这要求我们在您需要帮助时能够为您提供支持。因此，我们组建了一个专业的数据科学家团队，以支持您的学习之旅，这意味着您将在48小时内获得我们的回应。

那么，您准备好拥抱迷人的人工智能世界了吗？
快来加入我们，永远不要停止学习，享受人工智能的乐趣吧！

课程时长：14小时 1920X1080 mp4 语言：英语+中英文字幕（云桥网络 机译）

这门课程适合谁：
任何对人工智能、机器学习或深度学习感兴趣的人。

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications!

What you’ll learn
Build an AI
Understand the theory behind Artificial Intelligence
Make a virtual Self Driving Car
Make an AI to beat games
Solve Real World Problems with AI
Master the State of the Art AI models
Q-Learning
Deep Q-Learning
Deep Convolutional Q-Learning
A3C

Requirements
High School Maths
Basic Python knowledge
Description
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 5 different AIs
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 by
fine-tuning a powerful pre-trained LLM (Llama 2 by Meta) with Hugging Face
and re-train it to chat with you about an augmented domain knowledge in medicine.
Besides, you will get a free 3-hour extra course on Generative AI and LLMs 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!
Who this course is for
Anyone interested in Artificial Intelligence, Machine Learning or Deep Learning