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The course aims to provide teachers with information and skills on how they can use Learning Analytics to improve support for their current or next learner groups. They will also get familiar with basic methods, including their analytics literacy, and align their work with ethics and privacy [...]

One of the key trends in education is adaptive learning. This data-driven approach to teaching zooms in on the individual students and their personal needs providing adapted learning pathways, content and instruction. A 5-week course introducing personalised and adaptive technology-based learning. The course aims primarily to reach instructional designers, [...]

This course is a solid foundation in programming for beginners. Upon completion, you will be able to deepen your knowledge of Python or switch to any other programming language. There are 95 interactive exercises with examples and hints. After completing them, you’ll be able to use the syntax of [...]

Learn and build diffusion models from the ground up. Start with an image of pure noise, and arrive at a final image, learning and building intuition at each step along the way. In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the [...]

Create a chatbot to interface with your private data and documents using LangChain. Join our new short course, LangChain: Chat With Your Data! The course delves into two main topics: (1) Retrieval Augmented Generation (RAG), a common LLM application that retrieves contextual documents from an external dataset, and (2) [...]

The framework to take LLMs out of the box. Learn to use LangChain to call LLMs into new environments, and use memories, chains, and agents to take on new and complex tasks. In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and [...]

Level up your use of LLMs. Learn to break down complex tasks, automate workflows, chain LLM calls, and get better outputs. In Building Systems With The ChatGPT API, you will learn how to automate complex workflows using chain calls to a large language model. Unlock new development capabilities and [...]

Build a solid foundation in using Power BI. This Beginner Guide to Power BI course is designed to provide you with a solid foundation in the Power BI platform. We will explore the key components of Power BI, including data modeling, DAX formulas, query editing, and data visualization.

Unlock the full potential of ChatGPT and take your language processing skills to the next level. The Beginners Guide to ChatGPT is a course designed to introduce data analysts to the world of ChatGPT and its capabilities. In this course, you will learn about the key features of ChatGPT [...]

Go beyond the chat box. Use API access to leverage LLMs into your own applications, and learn to build a custom chatbot. In ChatGPT Prompt Engineering for Developers, you will learn how to use a large language model (LLM) to quickly build new and powerful applications. Using the [...]