Tag: course
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Building Your First Model with Azure Machine Learning
The first course in the Mastering Azure Machine Learning series has launched. It focuses on building your first model with Azure Machine Learning. This is a great place to start if you are brand new to Azure Machine Learning. In particular, you will learn the following. Create an Azure Machine Learning workspace Create a compute…
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Free Data Strategy Email Course
Sorry, as of June 2020, this course is no longer available. Are you an organization new to data science? Trying to implement the latest methods in Artificial Intelligence might not be the best way to start. It is better to start with a plan. Identify where you are and where you want to be. I…
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Course Launch – Intro to Azure ML Studio with Regression
Online courses are a great way to share knowledge with others; that is why I have decided to launch a few courses. The first course is Intro to Azure ML Studio – Regression.
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Berkeley Data Science Course Online
The University of California at Berkeley is offering its very popular undergraduate data science course, Foundations of Data Science: Computational Thinking with Python, online via EdX. The course can be taken for free and it starts Monday April, 2 , 2018. This course is actually part of a larger certificate program, Foundations of Data Science.…
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Learn to Analyze Big Data with R – Free Course
R is a hugely popular language among data scientists and statisticians. One of the difficulties with open-source R is the memory constraint. All the data needs to be loaded into a data.frame. Microsoft solves this problem with the RevoScaleR package of the Microsoft R Server. Just launched this week is an EdX course on Analyzing…
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Berkeley Undergrad Data Science Course and Textbook
The University of California at Berkeley has started The Berkeley Data Science Education Program. The goal is to build a data science education program throughout the next several years by engaging faculty and students from across the campus. The introductory data science course is targeting freshman and it is taught from a very applicable and…
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Data Society – A new Data Science Learning Platform
If you are looking to learn data science but do not have the time or money for a full master’s degree, Data Society might be your answer. Data Society is an online data analysis skills training program that is designed by educators and curated by data science experts. The learning experience is online and includes:…
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Deep Learning in 2015 at Oxford
Nando de Freitas taught a deep learning course at the University of Oxford. All of the videos are freely available. The playlist is a bit out of order, but starting with Lecture 1 is probably the best technique.
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More Recommender Systems Resources
Last week I posted about Coursera’s Introduction to Recommender Systems course. Well, I believe it is the first MOOC on the topic, but there are other material available online. Open.Michigan course on Recommender Systems – the course was offered in 2009 Virginia Tech course on Recommender Systems – This course is a bit older, it…
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Coursera Class on Recommender Systems
In about 1 month, the course, Introduction to Recommender Systems, will begin on Coursera. The course is being offered by the Computer Science and Engineering Department from the University of Minnesota. The course is 14 weeks long and has 2 tracks: Programming Track – 6 different recommender systems will be programmed Concept Track – great…
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Harvard Data Science
This Spring, Harvard University ran a data science course. Technically, the name of the course was Stat 221 Statistical Computing and Visualization. The course recently finished, and all the course lecture slides are available. The slides contain a bunch of useful information, plus they show one possible layout for a data science course.
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Another Columbia Data Science Course
This spring Columbia University is offering another course on Data Science. This one is targeted at introductory graduate students in math, and it is not intended to be an advanced machine learning course. The goal is to expose people with strong mathematical skill to some of the ideas from software development and machine learning without…