Machine Learning

machine-learning

Great Reads

Using Python Scripts from a C# Client (Including Plots and Images)

by Thomas Weller

Demonstrates how to run Python scripts from C#

Intermediate Data Clustering with k-means

by Andy Allinger

Add features to k-means for missing data, mixed data, and choosing the number of clusters

A Look into the Future - Source Code Generation by the Bots

by Dmitriy Gakh

The perspectives of creating bots that write programs with two simple examples.

ANNT : Convolutional neural networks

by Andrew Kirillov

The article demonstrates usage of ANNT library for creating convolutional ANNs and applying them to image classification tasks.

Latest Articles

A Step-by-Step Guide to Building and Distributing a Sleek RAG Pipeline

by Jozu MLOps

In this article, we build a Retrieval-Augmented Generation (RAG) pipeline using KitOps, integrating tools like ChromaDB for embeddings, Llama 3 for language models, and SentenceTransformer for embedding models.

Machine Learning for C++ developers - the hard way: DirectML

by Michael Chourdakis

An introduction to machine learning with working C++ code that trains a linear regression model.

Truly Understanding Neural Networks through their Implementation in C#

by Nicolas DESCARTES

How to implement neural networks in C#?

Truly Understanding Decision Trees and the C4.5 Algorithm through their Implementation in C#

by Nicolas DESCARTES

How to implement decision trees in C#?

All Articles

top

Machine Learning

[tut 2] Lina ChatBot - Question Answering using Parsing CKY & Web Scrapping

12 Sep 2017 by The Zakies

Question answer chatbot using natural language parsing and web scrapping

Python

artificial-intelligence

SOAP

parsing

machine-learning

web

A 3-Layer Feed-Forward Neural Net In C#, with Graphical Display

15 Sep 2020 by Gary.Miller.WPF

MNIST Digit recognition in C#

artificial-intelligence

WinForms

machine-learning

neural-network

A Deep Dive Into Machine Translation

14 Apr 2021 by Martin_Rupp

In this article we introduce the main theoretical concepts required for building an ML-based translator.

artificial-intelligence

deep-learning

machine-learning

A Look into the Future - Source Code Generation by the Bots

14 Dec 2018 by Dmitriy Gakh

The perspectives of creating bots that write programs with two simple examples.

.NET

VS2015

artificial-intelligence

machine-learning

TDD

A Performance Library for Data Analytics and Machine Learning

3 Nov 2016 by Intel

Exploring Intel® Data Analytics Acceleration Library C++ Coding for Handwritten Digit Recognition

A Simple and Complete Explanation of Neural Networks

3 Apr 2019 by Mahsa Hassankashi

This article also has a practical example for the neural network. You read here what exactly happens in the human brain, while you review the artificial neuron network.

A Simple Recommender System - The Collaborative Network Library

11 Feb 2005 by edeferia

Describes a simple implementation of a recommending system for e-commerce sites.

A Step-by-Step Guide to Building and Distributing a Sleek RAG Pipeline

9 Jul 2024 by Jozu MLOps

A Tic Tac Toe AI with Neural Networks and Machine Learning

24 Jun 2019 by Thomas Daniels

This article describes the making of a tic tac toe player that uses neural networks and machine learning.

.NET

artificial-intelligence

neural-network

machine-learning

game

Accelerate Deep Learning Inference with Intel® Processor Graphics

1 Jun 2017 by Intel

This paper introduces Intel software tools recently made available to accelerate deep learning inference in edge devices (such as smart cameras, robotics, autonomous vehicles, etc.) incorporating Intel® Processor Graphics solutions across the spectrum of Intel SOCs.

hardware

machine-learning

OpenCL

Accelerating Neural Networks with Binary Arithmetic

3 May 2017 by Intel

In this blog post, we highlight one particular class of low precision networks named binarized neural networks (BNNs), the fundamental concepts underlying this class, and introduce a Neon CPU and GPU implementation.

CUDA

hardware

machine-learning

Adding an AI Style Transfer TensorFlow Lite Model to an Android App

28 Jul 2021 by Abdulkader Helwan

In this article, we show you how to set up an Android Studio environment that is suitable for loading and running our .tflite model.

Adding Object Detection with TensorFlow to a Robotics Project

28 Apr 2019 by Phil Hopley

In this article, we will add AI to an existing ROS (Robot Operating System) House Bot.

Agumented Reality for IoTs

22 Mar 2015 by Aby Mammen Mathew

IoT devices needs the capability to augment the environment around them, even when sensors utilized by them break down

AI based Tic Tac Toe (Java code)

27 May 2014 by Mohd Akram

Java Tic Tac Toe (AI based)

HTML

Java

artificial-intelligence

machine-learning

game

AI Face Recognition with a Pre-Trained Model

6 Aug 2020 by Arnaldo P. Castaño

In this article we’ll adapt the VGG16 model.

Python

artificial-intelligence

CNN

machine-learning

AI Image Classification on iOS with ResNet

28 Aug 2020 by Jarek Szczegielniak

Having converted a ResNet model to the Core ML format in the previous article, in this article we’ll now use it in a simple iOS application.

Python

iOS

artificial-intelligence

machine-learning

neural-network

AI Life

9 Oct 2008 by Rahul_Sindhu

Steering Behaviours, Genetic Algorithms, and Neural Networks in games

AI-Enhanced Data Science with Azure Synapse Analytics Part 1: Overview

22 Jul 2021 by MehreenTahir

In this article we learn about how Azure Synapse Analytics and Azure Machine Learning help analyze data without extensive coding and ML experience.

artificial-intelligence

Azure

machine-learning

An Idea for using AWS Sage Maker for Predictive Vehicle Maintenance

1 Nov 2019 by Joel Ivory Johnson

How to collect vehicle information and use ML on AWS to predict and diagnose vehicle problems before they become serious

AWS

machine-learning

An Introduction to Basic Algorithms of Machine Learning (Part 4)

25 Aug 2018 by I Love Code

An Introduction to Logistic Regression

Python

artificial-intelligence

machine-learning

algorithm

An Introduction to Support Vector Machine (SVM) and the Simplified SMO Algorithm

25 Nov 2018 by Coding Notes

An introduction to the SVM and the simplified SMO algorithm

Python

machine-learning

algorithm

An Introduction to the Microsoft Bot Framework

23 Aug 2016 by Florian Rappl

This article describes the most important details of creating a useful bot using the Microsoft Bot Framework.

ANNdotNET v1.0 Has Been Released

14 Oct 2018 by Bahrudin Hrnjica

ANNdotNET v1.0 has been released

Announcing 18 New How-To Intel IoT Code Samples

13 Nov 2015 by Intel

A complete list of these JavaScript code sample titles is provided below along with their links to instructions and code.

ANNT : Convolutional neural networks

28 Oct 2018 by Andrew Kirillov

The article demonstrates usage of ANNT library for creating convolutional ANNs and applying them to image classification tasks.

artificial-intelligence

ANNT: Feed Forward Fully Connected Neural Networks

28 Sep 2018 by Andrew Kirillov

The article demonstrates usage of ANNT library for creating fully connected ANNs and applying them to different tasks.

C++

artificial-intelligence

machine-learning

ANN

neural-network

Anytime Customer Support using Artificial Intelligence Chatbot in Customer Service

23 Jul 2020 by Habibur Rony

Basics of the rule-based chatbot, machine-learning chatbot and AI chatbot.

.NET-Core

.NET

artificial-intelligence

Apache Spark/Cassandra 1 of 2

20 Jan 2016 by Sacha Barber

Looking at Spark/Cassandra working together

Artificial Intelligence is an Engineering Problem, Not Magic!

3 Jan 2019 by DataBytzAI

Part one of a series to demystify and democratize the magic (not) of AI

artificial-intelligence

Artificial Intelligence Powers Clinical Trials

1 Jun 2017 by Intel

Artificial intelligence holds greater promise in transforming clinical research.

cloud

Mobile

artificial-intelligence

machine-learning

ASP.NET and Load balancing.

11 Oct 2013 by ASP.NET Community

In one of our project the site usage of site was very heavy and we need to migrate it to load balancing server. I have never configured the sites in

Auto Auction AI

30 Oct 2019 by DaveNoderer

Recommendation System for wholesale automotive sales

Dev

machine-learning

Automatic Training, Testing, and Deployment of AI Using MLOps: Overview

3 May 2021 by Sergio Virahonda

In this article series, we'll demonstrate how to take use a CI/CD pipeline - a tool usually used by developers and DevOps teams - and demonstrate how to use it to create a complete training, test, and deployment pipeline for AI that meets the requirements of level 2 in the Google MLOps Maturity

artificial-intelligence

machine-learning

continuous-delivery

continuous-integration

DevOps

Azure IoT Solution for Water Utilities

31 Mar 2015 by Prakash SNP

This article shows how to build an Azure IoT Solution for water utilities Industry

BabyZen - IoT with Azure

30 Mar 2015 by Florian Rappl, Niki Kilbertus

Using Microsoft Azure to add advanced machine learning capabilities with connected IoT devices, which monitor activities of a baby and his or her environment.

Backgammon Artificial Intelligence

2 May 2022 by KristianEkman

How to build an AI which plays Backgammon

artificial-intelligence

machine-learning

algorithm

Basic Deep Learning using Python+Keras. Chapter 2

18 Jun 2018 by Jesús Utrera

Second article of a series of articles introducing deep learning coding in Python and Keras framework

Beginning data clustering

14 Jun 2017 by Andy Allinger

Introduces data clustering and the k-means++ algorithm

Bezier Curve Machine Learning Demonstration

15 Dec 2021 by asiwel

Bezier Curve Classification Training And Validation Models Using ALGLIB

artificial-intelligence

text

machine-learning

JSON

Bezier Curve Machine Learning with MS CNTK

3 Sep 2018 by asiwel

Bezier Curve Classification Training and Validation Models using CNTK and ALGLIB

artificial-intelligence

Visual-Studio

CNTK

machine-learning

Big Data

3 Apr 2019 by Mahsa Hassankashi

It is almost everything about big data.

Python

hadoop

artificial-intelligence

BigDL: Bring Deep Learning to the Fingertips of Big Data Users and Data Scientists

1 Jun 2017 by Intel

This article provides an overview of recent enhancements available in the BigDL 0.1.0 release (as well as in the upcoming 0.1.1 release)

Python

machine-learning

Brute Force Finds Spam

6 Feb 2018 by raddevus

Entry in the Artificial Intelligence and Machine Learning Contest. Here's how I learned / guessed how to find spam.

VS2013

artificial-intelligence

machine-learning

algorithm

Build Simple AI .NET Library - Part 6 - ML Algorithms

29 Sep 2017 by Gamil Yassin

ML algorithms based on function or type of problems they solve

.NET

artificial-intelligence

machine-learning

Building A Recommendation Engine - Machine Learning Using Azure, Hadoop And Mahout

19 Jul 2013 by Anoop Pillai

Doing some 'Big Data' and building a Recommendation Engine with Azure, Hadoop and Mahout

Building a Recommendation Engine in C#

22 Mar 2018 by Scott Clayton

Build a recommendation system using collaborative filtering and matrix factorization.

VS2013

artificial-intelligence

machine-learning

Building an AI Image Classification Model for iOS Using Create ML and Core ML

1 Sep 2020 by Jarek Szczegielniak

In this article we can proceed to train our custom hot dog detection model using Apple’s Create ML.

Python

iOS

artificial-intelligence

machine-learning

neural-network

Building an MLOps Model API

10 May 2021 by Sergio Virahonda

In this article we build the model API to support the prediction service.

Python

docker

machine-learning

Building and Probing Prolog with Intel® Architecture

29 Aug 2017 by Intel® Nervana™ AI Academy

This article aims to explore what happens when Intel solutions support functional and logic programming languages that are regularly used for AI.

artificial-intelligence

machine-learning

Building Own Computer Vision Cloud Service

17 Dec 2017 by Vladimir Dorokhov

Build a simple machine learning service with ASP.NET Core, Tensorflow and Azure Cloud

ASP.NET-Core

Azure

machine-learning

Can Technology Replace The Eye?

12 Apr 2017 by Intel

Based on the topics covered and the examples cited in this paper, hopefully you are convinced that the technology advancements, especially those emulating the human brain and eye, are evolving at a fast pace and may soon replace the human eye.

galileo

product-showcase

machine-learning

Cartpole: The “Hello World” of Reinforcement Learning

25 Jun 2020 by philoxenic

In this article, you will be up and running, and will have done your first piece of reinforcement learning.

Python

artificial-intelligence

machine-learning

neural-network

Cartpole: Tweaking the Options

26 Jun 2020 by philoxenic

In this article, we will see what’s going on behind the scenes and what options are available for changing the reinforcement learning.

Python

artificial-intelligence

machine-learning

neural-network

Cheetah Optimizer - Python Implementation

30 Sep 2023 by Ujwal Watgule

The Cheetah Optimizer is a nature-inspired metaheuristic algorithm designed to tackle complex optimization problems across multiple dimensions.

Python

machine-learning

algorithm

Classification using Logistic Regression in Visual Basic

9 Sep 2023 by chlohee

Machine Learning. What languages come to mind? R? Python? Matlab? Bet you didn't think Visual Basic.

machine-learning

CSV

Classifying Code Snippets with Azure ML

1 Mar 2018 by Scott Clayton

Detect the programming language of a code snippet using neural networks in Azure ML Studio

Cloud-based Predictive Analytics with Azure Machine Learning

26 Dec 2016 by Fernando de Oliveira [MCP]

What if you could predict data using a cloud-based environment? You can do it with Azure Machine Learning.

CNTK Model Concurrency Demonstration

1 Oct 2018 by asiwel

How to Deploy Trained Models Concurrently

XML

VS2013

VS2017

artificial-intelligence

machine-learning

text

Code Samples: Equipment Activity Monitor, (How-To Intel® IoT Technology Series)

9 Sep 2016 by Intel

This shop-floor equipment activity monitor application is part of a series of how-to Intel Internet of Things (IoT) code sample exercises using the Intel® IoT Developer Kit, Intel® Edison development platform, cloud platforms, APIs, and other technologies.

CodeProject 10 Million Members Celebration

13 Nov 2013 by Nish Nishant, Marcelo Ricardo de Oliveira, Monjurul Habib, Kunal Chowdhury «IN», Shai Raiten

In the summer of 2013, CodeProject celebrated hitting 10 million members and invited various CodeProject members to host get-togethers around the world. Here are some of the goings-on at those celebrations.

artificial-intelligence

All-Topics

machine-learning

CodeProject Advisory Board for Women in Technology

12 Feb 2013 by Terrence Dorsey

CodeProject wants to help women get involved and build careers in programming. What can we do? We asked some prominent female programmers, and this is what we learned.

All-Topics

machine-learning

Collective Intelligence, Recommending Items Based on Similar Users' Taste

3 Mar 2018 by Omar Gameel Salem

Using Collaborative Filtering to find people who share tastes, and for making automatic recommendations based on things that other people like.

Java

artificial-intelligence

machine-learning

Communication Patterns for the Internet of Things

20 Jun 2016 by Intel

Before you embark on a new Internet of Things project, you should consider which communication patterns are best suited to it.

Comparing K-Means and Others Algorithms for Data Clustering

8 Jan 2024 by Nicolas DESCARTES

What clustering algorithm should be selected for the clustering task?

Comparing Neural Networks in Neuroph, Encog and JOONE

2 Jun 2010 by taheretaheri

Highlights the differences in how you create an XOR network in Neuroph, Encog and JOONE

Java

machine-learning

algorithm

Comparing the Intel® Joule™ Module and the Intel® Edison Module

21 Oct 2016 by Intel

The Intel® Joule™ module is the newest addition to a line of powerful, multi-purpose development boards from Intel®

Competing on kaggle.com for the First Time

25 Jan 2019 by Philipp_Engelmann

Competing on kaggle.com for the first time

Configuring Robot Peripherals

27 Apr 2012 by Manning

A chapter excerpt from Programming Robots

hardware

Dev

machine-learning

Containerized AI and Machine Learning: Overview

23 Apr 2021 by Jarek Szczegielniak

In this article – the first one of the series – we’ll go over some Docker basics as they apply to ML applications.

artificial-intelligence

docker

machine-learning

Context Sensitive Spelling Correction using Winnow

30 Oct 2014 by Omar Gameel Salem

Implementation of a sophisticated spell checker that makes use of language model to consider the context in which a word occurs

machine-learning

Continuous Training in an MLOps Pipeline

6 May 2021 by Sergio Virahonda

In this article, we’ll deep-dive into the Continuous Training code.

Python

docker

machine-learning

Converting ONNX Image Classification Models to Core ML

27 Aug 2020 by Jarek Szczegielniak

In this article we'll convert a ResNet model to the Core ML format.

Create Your First Machine Learning Model to Filter Spam

3 Mar 2018 by sjb_strat

Create a Spam Filter Using Machine Learning

Python

artificial-intelligence

machine-learning

Creating a Turing Machine in Python – Part 1

3 Nov 2018 by Philipp_Engelmann

In this series, I want to show you how to create a simple console-based Turing machine in Python. You can check out the full source code on https://github.com/phillikus/turing_machine. In this part, I will explain the fundamental theory behind Turing machines and set up the project based on that.

artificial-intelligence

machine-learning

neural-network

Creating a Turing Machine in Python – Part 2

22 Nov 2018 by Philipp_Engelmann

How to create a Turing machine in Python - Part 2

Python

artificial-intelligence

machine-learning

neural-network

Creating an MLOps Kubernetes Cluster on GKE

11 May 2021 by Sergio Virahonda

Creating and Training Custom ML Model to Read Sales Receipts Using AI-Powered Azure Form Recognizer

19 Jul 2021 by Shweta Lodha

This article walks you through the steps required to create a custom ML model, train it and then use the same model to analyze the sales receipt.

Python

machine-learning

Creating Docker Containers for AI and Machine Learning

26 Apr 2021 by Jarek Szczegielniak

In this article, we’ll start applying our basic Docker knowledge while creating and running containers in the various MLng scenarios.

Python

artificial-intelligence

docker

Jupyter

machine-learning

Custom AI Face Recognition With Keras and CNN

5 Aug 2020 by Arnaldo P. Castaño

In this article we’ll put together our CNN and train it for face recognition.

Python

artificial-intelligence

Keras

CNN

machine-learning

Custom Model Object Detection with OpenCV and ImageAI

11 Jun 2020 by Glenn Prince

This article gives you a good starting point for your own object detection projects.

Python

artificial-intelligence

machine-learning

OpenCV

Data Clustering Simulation in Python and PyGame

14 Jun 2012 by Ghazanfar_Ali

Clustering of 2D data Using Python and simulation in PyGame

Python

machine-learning

Data Science - Journey through Life Cycles. Part 1

26 Nov 2019 by @Abdul Azeez Thekkekandy

This article explores Data Science lifecycles - Business Understanding, Data Understanding and Data Preparation

Data Science is an Ocean of Information—Stay Focused!

14 Aug 2017 by Intel

In this article, we discuss our teachings about data science in a series of steps so that any product manager or business manager interested in exploring this science will be able take their first step toward becoming a data scientist or at least develop a deeper understanding of this science.

Python

artificial-intelligence

product-showcase

machine-learning

Data Visualizations And Bezier Curves

8 Aug 2018 by asiwel

Data modelling and visualization using longitudinal Bezier curves

Debugging AI Code Running in a Docker Container

21 May 2021 by Jarek Szczegielniak

In this article we use Visual Studio Code to edit and debug our increasingly complex code running inside a Docker container.

shell

Python

artificial-intelligence

Decision Tree - Credit Card Fraud Detection

15 Aug 2023 by Ujwal Watgule

Credit card fraud detection is an important application of machine learning techniques.

Deep Learning

7 Dec 2021 by Mahsa Hassankashi

Deep learning convolutional neural network by tensorflow python, complete and easy understanding

Python

artificial-intelligence

deep-learning

machine-learning

Deep Learning in C#: Coin Recognition with a Pre-Trained Model in ML.NET

9 Nov 2020 by Arnaldo P. Castaño

To end off this series, we will present the alternative of adapting a pre-trained CNN to the coin recognition problem we have been examining all along.

artificial-intelligence

machine-learning

Keras

neural-network

Deep Learning in C#: Understanding Neural Network Architecture

4 Nov 2020 by Arnaldo P. Castaño

In this article we will go over the basics of supervised machine learning and what the training and verification phases consist of.

artificial-intelligence

machine-learning

deep-learning

neural-network

Deep Learning on Windows: A Getting Started Guide

14 Sep 2016 by Mike Lanzetta

In this post, I'll walk you through how to get one of the most popular toolkits up and running on Windows, and run through and explain some fun examples.

Deep Learning Text-to-Speech

7 Aug 2020 by Arnaldo P. Castaño

In this article we focus on the Text-to-Speech with the use of Deep Learning.

Python

artificial-intelligence

deep-learning

CNN

machine-learning

Deep Learning using Python + Keras (Chapter 3): ResNet

18 Jun 2018 by Jesús Utrera

Third article of a series of articles introducing deep learning coding in Python and Keras framework

Deploying AI Docker Containers to the Cloud

25 May 2021 by Jarek Szczegielniak

In this article, we publish our NLP API service to Azure using Azure Container Instances.

shell

Python

artificial-intelligence

Deploying BigDL on Microsoft’s Azure Data Science Virtual Machine

1 Jun 2017 by Intel

To make it easier to deploy BigDL, we created a “Deploy to Azure” button on top of the Linux (Ubuntu) edition of the Data Science Virtual Machine (DSVM)

Python

Azure

machine-learning

Detecting Spam with Azure Machine Learning

12 Feb 2018 by Scott Clayton