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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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CIFAR-10 problems analyze crude 32 x 32 color images to predict which of 10 classes the image is. Here, Dr. James McCaffrey of Microsoft Research shows how to create a PyTorch image classification system for the CIFAR-10 dataset.
04/11/2022
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The potentially game-changing tech drew many "ooohs" and "aaahs" from the developer community -- and a fair amount of debate about ethics and security -- when it was unveiled last summer for Visual Studio Code.
04/01/2022
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CIFAR-10 problems analyze crude 32 x 32 color images to predict which of 10 classes the image is. Here, Dr. James McCaffrey of Microsoft Research explains how to get the raw source CIFAR-10 data, convert it from binary to text and save it as a text file that can be used to train a PyTorch neural network classifier.
04/01/2022
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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
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Dr. James McCaffrey of Microsoft Research uses the Hugging Face library to simplify the implementation of NLP systems using Transformer Architecture (TA) models.
12/07/2021
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Dr. James McCaffrey of Microsoft Research shows how to implement simulated annealing for the Traveling Salesman Problem (find the best ordering of a set of discrete items).
12/01/2021
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Microsoft has created a Windows ML Samples Gallery of interactive projects to showcase Windows machine learning functionality in both managed and native scenarios.
12/01/2021
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Visual Studio coders who dabble in artificial intelligence projects can now take advantage of new Azure virtual machines (VMs) featuring 80 GB NVIDIA GPUs that immediately claimed four spots on the TOP500 supercomputers list, Microsoft said.
11/29/2021
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The goal is sentiment analysis -- accept the text of a movie review (such as, "This movie was a great waste of my time.") and output class 0 (negative review) or class 1 (positive review).
11/16/2021
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Tabnine has added Visual Studio support to its AI assistant, which puts artificial intelligence to work for code completion within Microsoft's flagship IDE.
11/04/2021
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The goal is to create a model that accepts a sequence of words such as "The man ran through the {blank} door" and then predicts most-likely words to fill in the blank.
11/03/2021
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The main advantage of using PCA for anomaly detection, compared to alternative techniques such as a neural autoencoder, is simplicity -- assuming you have a function that computes eigenvalues and eigenvectors.
10/21/2021