Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...

With countless applications and a combination of approachability and power, Python is one of the most popular programming languages for beginners and experts alike. We’ve compiled a list of 10 online ...

We list the best IDE for Python, to make it simple and easy for programmers to manage their Python code with a selection of specialist tools. An Integrated Development Environment (IDE) allows you to ...

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PDF files have become ubiquitous in our multi-platform world. This convenient file format makes it possible to view and share documents across various devices using various operating systems and ...

生成式人工智能是最近非常火的话题，也是目前人工智能着重发展的几个方向之一。李宏毅老师是台湾大学的教授，李老师的课程简单清晰、通俗易懂，适合初学者入门。本导论主要内容源于李宏毅老师的课程《生成式人工智能导论》（2024春）以及 机器学习 ...