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Generative AI is growing, with more people interested in how they can transition into the AI sector. A big hit at the moment and if you have clicked on this link, you are also wondering what you can do to learn more about Generative AI.
In this blog, I will go through the books, courses and live events available with O’Reilly to learn about Generative AI.
Link: Course – Machine Learning, Data Science and Generative AI with Python
Level: Beginner
For those who want the more practical learning route, this course from O’Reilly: Machine Learning, Data Science and Generative AI with Python starts as a Python crash course, setting up your computer, and then into the aspects of machine learning, artificial intelligence and data mining techniques, including deep learning and neural networks.
The course will also dive into the transformer architecture and its role in AI, and GPT applications, where you will be able to practice fine-tuning Transformers for tasks such as movie review analysis.
Link: Book – Applied Generative AI for Beginners
Level: Beginner
Another beginner-friendly resource to dive into the world of generative AI, where you will learn about the basics of neural networks to large language models such as ChatGPT and Google Bard. If you are interested in learning about generative AI and want to start from scratch – this book is a one-stop resource to do exactly that!
If you are a data scientist who is looking to learn about more advanced models or a business person who wants to leverage AI for enterprise growth, this book will be your guide to mastering generative AI – theoretical knowledge with practical insights.
Link: Report – Generative AI in the Enterprise
Level: Beginner/Intermediate
If you’re looking for a new read, something that is more focused on generative AI, specifically in the enterprise – this report is for you. O’Reilly has created a report that unpacks the data from thousands of our users to explore just how many organizations are making use of generative AI tools.
Not only how many people are making use of it, but also how they are using it to get the most out of it and improve their workflow. In this report, you will discover the most popular generative AI models that are being used, their use cases, as well as the risks associated with generative AI tools which are making early adopters hesitant to use and implement them.
Link: Live Event – Generative AI for Everyone
Level: Intermediate
On the 12th of February, O’Reilly is holding a live event for the public to learn and understand about generative AI applications, benefits, and risks.
In this 2 hour live event, you will learn about generative AI applications and their potential impact on your organization. You will dive deeper into what prompt engineering is, why you should master it and how you can benefit from generative AI by creating content that is personalized and can automate tedious tasks.
Link: Book – Generative AI on AWS
Level: Intermediate/Expert
Although there are people out there who are hesitant to adopt generative AI, on the other hand, there are a lot of companies who are moving quickly to integrate generative AI into their products and services. However, there is still a grey area of how generative AI truly impacts and improves companies.
The authors of this book are from AWS, and they aim to guide CTOs, practitioners, application developers, business analysts, and more to find practical ways to use this exciting new technology. You will dive into the lifecycle of generative AI projects, whilst also exploring the different types of models such as large language models (LLMs) and multimodal models.
Link: Book – Prompt Engineering for Generative AI
Level: Intermediate/Expert
Prompt engineering is the beauty behind generative AI tools. We are seeing that AI Prompt Engineers are Making $300k/y, so you can imagine that it is a very good skill to learn in this day and age. In this book, you will learn how to apply generative AI models into practice and overcome the challenge of receiving reliable outputs through prompt engineering.
In this book, you will learn the overview of the five principles of prompting, an introduction to LLMs with text generation, standard practices, advanced techniques, image generations, and more. Learn the structure of the interaction chain of your program’s AI model and the key principles of natural language processing, text and image generation, and code.
In this blog, I have aimed to offer different types of resources as I understand that people learn in their own unique ways. O’Reilly offers many great resources to help you elevate your career, upskill, and ensure a continuous learning journey. Personal or within your team, start your learning journey today by clicking here.
Nisha Arya is a Data Scientist and Freelance Technical Writer. She is particularly interested in providing Data Science career advice or tutorials and theory based knowledge around Data Science. She also wishes to explore the different ways Artificial Intelligence is/can benefit the longevity of human life. A keen learner, seeking to broaden her tech knowledge and writing skills, whilst helping guide others.
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