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Because machine learning with deep neural techniques has advanced quickly, our resident data scientist updates binary classification techniques and best practices based on experience over the past two years.
10/05/2022
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There's no doubt that GitHub's "AI pair programmer," Copilot, has shaken up the dev world, but by how much?
09/13/2022
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Following new best practices, Dr. James McCaffrey of Microsoft Research revisits multi-class classification for when the variable to predict has three or more possible values.
09/12/2022
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Dr. James McCaffrey of Microsoft Research updates previous tutorials with new, cutting-edge deep neural machine learning techniques.
09/06/2022
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One use case for the analysis of variance statistics technique is asking if student performances are the same in three classrooms taught by the same teacher but with different textbooks, says Dr. James McCaffrey of Microsoft Research.
08/17/2022
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Microsoft and Amazon Web Services (AWS) led a host of vendors in an evaluation of cloud AI developer services published by research firm Gartner.
08/12/2022
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Microsoft announced SynapseML for .NET, building on its open source project for large-scale machine learning that debuted last November.
08/12/2022
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With no built-in functions for classical statistics analyses in the .NET library, Dr. James McCaffrey of Microsoft Research explains how to roll your own from scratch.
08/02/2022
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After previously discussing permutations, Dr. James McCaffrey of Microsoft Research uses step-by-step examples and full code presentations to explore combinations.
07/20/2022
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Exploring the special relationship among VS Code, Python and data science, which has resulted in nearly 158 million installs of related Microsoft dev tools and numerous No. 1 rankings in various surveys.
07/12/2022
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My Copilot does a lot of cool things, but sometimes it repeats itself and doesn't seem to want to compute the value of pi.
07/07/2022
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Get ready to use the BigInteger data type as Dr. James McCaffrey of Microsoft Research demonstrates zero-based mathematical permutations with C#.
07/05/2022
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"Launching a for-profit product that disrespects the FOSS community in the way Copilot does simply makes the weight of GitHub's bad behavior too much to bear."
07/01/2022
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After a one-year technical preview, GitHub Copilot, described as an "AI pair programmer" coding assistant, has reached General Availability (GA) status.
06/21/2022
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Dr. James McCaffrey of Microsoft Research uses a full code program for a step-by-step explanation of this machine learning technique that indicates if patterns are random.
06/17/2022
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Dr. James McCaffrey of Microsoft Research explains the classical machine learning technique typically used for binary classification -- predicting an outcome that can only be one of two discrete values.
06/01/2022
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AI might not be coming for your coding job, but it sure is going to change it.
05/26/2022
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Dr. James McCaffrey of Microsoft Research explains the machine learning technique, which can be used to predict a person's happiness score from their income and education, for example.
05/19/2022
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Dr. James McCaffrey of Microsoft Research presents a full step-by-step example with all code to predict a person's optimism score from their occupation, eye color and country.
05/02/2022
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This demo from Dr. James McCaffrey of Microsoft Research of creating a prediction system for IMDB data using an LSTM network can be a guide to create a classification system for most types of text data.
03/21/2022
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Dr. James McCaffrey of Microsoft Research shows how to get the raw source IMDB data, read the movie reviews into memory, parse and tokenize the reviews, create a vocabulary dictionary and convert the reviews to a numeric form.
03/03/2022
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Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset.
02/15/2022
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Dr. James McCaffrey of Microsoft Research demonstrates how to fetch and prepare MNIST data for image recognition machine learning problems.
02/01/2022
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Dr. James McCaffrey of Microsoft Research explains a new idea that slightly modifies standard simulated annealing by borrowing ideas from quantum mechanics.
01/20/2022
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A chi-square (also called chi-squared) test is a classical statistics technique that can be used to determine if observed-count data matches expected-count data.
01/03/2022