这个差距(Human level 4%和 Training error 7%)衡量了可避免偏差大小,这个差距Training error 7%和 Training-dev error 10%)衡 量了方差大小,而这个差距(Training-dev error 10%和 Dev/Test dev 6%)衡量了数据不匹配问题的大小。 事实证明,把剩下的两个数字(rearview mirror speech data 6%和 Error on example...
He has hands-on experience in Spark, Zeppelin, Hadoop, Keras, scikit-learn, TensorFlow, Deeplearning4j, and H2O. He has published several research papers in top-ranked journals/conferences focusing on bioinformatics and deep learning. Other books by the author Predictive Analytics with TensorFlow De...
This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed. - Projects · headmaster1/mobile-deep-learning
In this chapter, we will explain some basic concepts ofMachine Learning(ML) andDeep Learning (DL)that will be used in all subsequent chapters. We will start with a brief introduction to ML. Then we will move on to DL, which is one of the emerging branches ofML. ...
Miles Deep 1681 Miles Deep quickly classifies each second of a NSFW video into 6 categories based on sexual act with 95% accuracy. GitHub DeepLearningFlappyBird 2093 Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Some previous experience on neural networks is required if the student wants to tackle the challenge by using neural networks. 12. Deep learning causal representations 内容: 该项目包括应用深度学习工具来揭示时间演变变量之间的因果关系。 要求: (Level of knowledge of a subject field, programming language...
This chapter uses a generic framework for deep learning to help evaluate how one such higher education program located at Worcester Polytechnic Institute fits this framework. Data on learning outcomes provides quantitative support from sustainability-related, community-based projects conducted on an ...
Note:As seen in the lecture multiple times , Machine Learning is a highly iterative process. We need to create, code, and experiment on a basic model, and then iterate in order to find out the model that works best for the given problem. (注意:正如在视频中多次看到的,机器学习是一个 高...
Great, Lisa can you take the action of bringing the appropriate group together to start executing on that enablement?As you see, the conversation around projects is brief, but with a clear path toward next steps. Avoid spending too much time in creating, assigning, and delving deep into proje...
This paper will detail three projects which focussed on enhancing online learning at a large Australian distance education University within a School of Business,School of Health and School of Education. Each project had special funding and took quite distinctive project management approaches, which refl...