Tag: machine learning
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Machine Learning for Kids
Machine Learning for Kids is a site for children and teachers to explore machine learning with the Scratch Programming language.
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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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Free Machine Learning Textbook
Christopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.
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Microsoft Weekly Data Science News for May 25, 2018
Here are the latest articles from Microsoft regarding cloud data science products and updates. Basics of R and Python Execution in SQL Server – Ensure Machine Learning Services is already installed and enabled. After setup I will now show you the basics of executing R and Python code within a T-SQL statement. While I use…
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Microsoft Weekly Data Science News for May 18, 2018
Here are the latest articles from Microsoft regarding cloud data science products and updates. Azure Content Spotlight – What’s New with Cognitive Services – This weeks content spotlight is all about Azure Cognitive Services. Seth Juarez’s AI Show on Channel 9 provides regular updates on all the new AI features on the Azure platform, including…
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Microsoft Weekly Data Science News for April 27, 2018
Here are the latest articles from Microsoft regarding cloud data science products and updates. This week includes IoT hubs, Time Series Insights, Deep Learning Virtual Machine, Python sample code for cognitive services, and more. Propel your IoT platform to the cloud with Azure Time Series Insights! – “Time Series Insights is the cornerstone of our…
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Microsoft Weekly Data Science News for March 30, 2018
Here are the latest articles from Microsoft regarding cloud data science products and updates. Some of the topics this week: Azure ML, AI Research, Intelligent Cloud, and Anomaly Detection. What is Azure Machine Learning Studio? – Machine Learning Studio is where data science, predictive analytics … Click Gallery and you’ll be taken to the Azure…
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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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Data Science Live Book
Pablo Casas has published a book freely available online, Data Science Live Book. To quote from the book, It is a book about data preparation, data analysis and machine learning. The book is open source, and the code examples are written in R.
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Columbia University Applied Machine Learning Online
Columbia University’s course Applied Machine Learning Spring 2018 by Andreas C. Müller has all the lecture notes, slides, homework, and videos posted online. Andreas is also the author of the book Introduction to Machine Learning with Python.