In the rapidly-changing world of AI and deep learning, the course syllabus changes each year, but you can also access past videos in the playlist. Check the year labels on the titles. You can find more 2024 con
in-depth learning became essential for machine learning practitioners and even for many software engineers. This book provides a wide range of role for data scientists and software engineers with experience in machine learning. You will start with the basics of deep learning and quickly move on to...
《Brief History of Machine Learning》 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Networks: An Overview》 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最新版本《神经网络与深度学习综述》本综述的特点...
You might want to start from how to implement deep learning basics with PaddlePaddle. Practice So far you have already been familiar with Fluid. And the next step should be building a more efficient model or inventing your original Operator. API Reference Our new API enables much shorter program...
《Deep Learning in Neural Networks: An Overview》 介绍:这是瑞士人工智能实验室Jurgen Schmidhuber写的最新版本《神经网络与深度学习综述》本综述的特点是以时间排序,从1940年开始讲起,到60-80年代,80-90年代,一直讲到2000年后及最近几年的进展。涵盖了deep learning里各种tricks,引用非常全面. ...
Understanding of Transfer Learning: Basics of transfer learning and how pre-trained models can be fine-tuned for specific tasks. Residual Connections: Awareness of the concept of residual connections as introduced in ResNet, which helps in understanding the advancements in models like ResNeXt. DenseNet...
* [《Growing Pains for Deep Learning》](http://cacm.acm.org/news/188737-growing-pains-for-deep-learning/fulltext) 介绍:深度学习——成长的烦恼. * [《Clustering Text Data Streams – A Tree based Approach with Ternary Function and Ternary Feature Vector 》](http://www.sciencedirect.com/scienc...
You can build, deploy, version, and monitor production-grade models with Azure Machine Learning. Prerequisites An Azure subscription. If you don't have one already, create a free account. Run the code in this article using either an Azure Machine Learning compute instance or your own Jupyter ...
First things first: if you want to get more out of Deep Zoom, the first thing you should know is not to trust the mouse-handling code emitted by Deep Zoom Composer. The code that pans around the scene in response to MouseMove events "loses" the mouse if you pan too quickly. Try it...
TheBlitz Introduction to DGLis a 120-minute tour of the basics of graph machine learning. TheUser Guideexplains in more details the concepts of graphs as well as the training methodology. All of them include code snippets in DGL that are runnable and ready to be plugged into one’s own ...