Tag: deep learning
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Brandon Rohrer – How Deep Neural Networks Work
Brandon Rohrer is an expert in neural networks and deep learning. Plus, he makes really excellent videos about the topic. His entire YouTube Channel is worth viewing. See other top data science videos on the Data Science 101 video page.
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Cloud Data Science 9
Lots of announcements this week, so without delay, let’s get right to Cloud Data Science 9. News Google Announces Cloud SQL for Microsoft SQL ServerGoogle’s Cloud SQL now supports SQL Server in addition to PostgreSQL and MySQL Google Opens a new Cloud RegionLocated in Salt Lake City, Utah, it is named us-west3. They are promoting…
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Cloud Data Science 5
Welcome to Cloud Data Science 5. There were not as many announcements as last week in Cloud Data Science 4, but quantity is not what is important. The first announcement is big! Let’s get started. News The Pandas library goes 1.0Yes, it had not been at version 1.0 yet. Version 1.0 does not bring any…
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Cloud Data Science News – Beta 8
It is the days between Christmas and New Years, so the there is not much news to share. Here are the few bits of information I could find. News AWS Deep Learning Containers now support Tensorflow 2.0AWS Deep Learning Containers are docker images which are preconfigured for deep learning tasks. Now they support Tensorflow 2.0.…
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Data Science News for April 29, 2019
Here is the latest data science news for the week of April 29, 2019.
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Free Data Science University Course Notes
University can be a great way to learn data science. However, many universities are very expensive, difficult to get admitted, or not geographically feasible. Luckily, a few of them are willing to share data science, machine learning and deep learning materials online for everyone. Here is just I small list I have come across lately.…
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Reinforcement Learning
Simply stated: Reinforcement Learning deals with actions and rewards (positive or negative). The rewards help to dictate the future actions. Many children learn via reinforcement learning. Here is a simple example from my childhood. As a child, I was told not to touch the hot stove. My action: I touched the door of the hot…
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Conversations with future data scientists (YouTube Playlist)
Last week I spent some time chatting with future data scientists. I set up a camera to record some of the answers. Below are a few of the questions addressed. How did I transition to data science? Why start a data science project? Should a new person focus on machine learning or deep learning? What…
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Deep Learning Coursera Specialization
Andrew Ng, co-founder of Coursera and Deep Learning Expert, is launching a new specialization on Coursera. Details can be found at DeepLearning.ai or the Deep Learning Specialization Page. The specialization consists of 5 courses. They are free to audit and watch the videos. There is a fee to get graded assignments and receive a certificate…
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Deep Learning Research Paper Lists for Summer 2017
A timeline of Deep Learning papers (with download links) written since 2011 A large collection of Deep Learning papers broken out by specific topic. It also includes ratings. A list of papers to compliment Deep Learning Book The last links are not official academic papers, but they are quite good resources on deep learning. Revolution…
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Deep Learning Summer School 2016 Videos
Deep Learning Summer School, Montreal 2016 is aimed at graduate students and industrial engineers and researchers who already have some basic knowledge of machine learning (and possibly but not necessarily of deep learning) and wish to learn more about this rapidly growing field of research. If that is you, there are plenty of videos to…
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Data Science and IoT Course
Want to learn about data science and the Internet of Things (IoT)? Futuretext is about to start Data Science for Internet of Things. It is a course aimed at people looking to learn the topics and transition into IoT and data science careers. Here are some quick highlights about the course. Starts Mid March 2016…