《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 Overv…
In a recent presentation,Ben Hamnerdescribed the common pitfalls in machine learning projects he and his colleagues have observed during competitions on Kaggle. The talk was titled “Machine Learning Gremlins” and was presented inFebruary 2014 at Strata. In this post we take a look at the pitfa...
Machine Learning Project Checklist This checklist can guide you through your Machine Learning projects. There are eight main steps: 这个清单可以指导你完成机器学习项目。主要有如下8个步骤 1. Frame the problem and look at the big picture. 建立问题框架并确立问题(问题框架化,视野宏观化) 2. Get the ...
Machine Learning Project Checklist 1. Frame the problem and look at the big picture. 2. Get the data. 3. Explore the data to gain insights. 4. Prepare the data to better expose the underlying data patterns to Machine Learning algorithms. 5. Explore many different models and short-list the...
2. Machine Learning by Stanford University This Machine Learning course is taught by Andrew Ng, who was formerly Chief Scientist at Baidu and Director of Google Brain Deep Learning Project. It includes both theoretical and practical aspects of machine learning algorithms. Furthermore, you can learn...
Our Power Point Presentation of our work. https://docs.google.com/presentation/d/1pRuu5iETSQJIYwGXK6PNHz9Pci0nvsP35FzWiCAXKoQ/edit#slide=id.p Below will be the speaker notes that add some additional perspective on the project. "The internet is a wonderful and amazing thing that allows...
If you want to master machine learning, fun projects are the best investment of your time. Here are 6 beginner-friendly weekend ML project ideas!
Revisit this step often and cycle with the next step until you converge on a subset of algorithms and a presentation of the data that results in accurate or accurate enough models to proceed. 4. Evaluate Algorithms This step is about finding a subset of machine learning algorithms that are ...
Instead of building systems to optimize server performance, he was optimizing his own brain: he was building himself into a learning machine. 他没有建立优化服务器性能的系统,而是在优化自己的大脑:他正在将自己打造成一个学习机器。 Simon realized that in order to level up fast enough to do his wo...
Learn about the business benefits of machine learning platforms, including machine learning comparisons and how to get started with machine learning algorithms.