AI/ML Resources

C++11 Performance Tip: Update on When to Use std::pow

Take a look at this benchmark to see when to use std::pow in C++, comparing the performance of std::pow against direct multiplications

Updated September 26, 2017

by Baptiste Wicht

· 4,236 Views · 1 Like

Decision Trees vs. Clustering Algorithms vs. Linear Regression

The goal of someone learning ML should be to use it to improve everyday tasks—whether work-related or personal. To do this, it's important to first understand algorithms.

September 26, 2017

by Sibanjan Das

CORE

· 28,786 Views · 17 Likes

Data Science for the Modern Data Architecture

While everyone wants to predict the future, truly leveraging data science for predictive analytics remains the domain of a select few.

September 22, 2017

by Vinay Shukla

· 10,366 Views · 6 Likes

What Are the Keys to a Successful Database Strategy?

There are so many different databases available for applications and verticals. Make sure you have the right database for optimal performance.

September 5, 2017

by Tom Smith

CORE

· 21,140 Views · 4 Likes

Creating an Algorithm That Eliminates Red-Eye

Using machine learning, you can create an algorithm that automatically fixes red eyes and restores colors in your photos.

August 31, 2017

by Darya Korsak

· 5,552 Views · 3 Likes

Apache Spark vs. MapReduce

How did Spark become so efficient in data processing compared to MapReduce? Learn about Spark's powerful stack of libraries and big data processing functionalities.

August 30, 2017

by Micah Williams

· 38,933 Views · 14 Likes

Reinforcement Learning Overview

And no, we're not talking about Pavlov's dogs here. Learn about the reinforcement learning aspect of machine learning and the key algorithms that are involved!

August 29, 2017

by Ricky Ho

· 6,969 Views · 4 Likes

Encrypting Inside WSO2 ESB Using the AES Algorithm

Encrypting a payload before sending it to storage is the simplest way to ensure security. Learn how to do so using the AES algorithm.

August 23, 2017

by Priyashani Fernando

· 7,056 Views · 4 Likes

Concept Learning: The Stepping Stone Toward Machine Learning With Find-S

Learn about one of the most simple algorithms of artificial intelligence, the Find-S algorithm, to help you get started with machine learning.

August 21, 2017

by Girish Bharti

· 25,164 Views · 5 Likes

A-Life: An Insight into Ambitious AI

A-Life is the brain behind everything that happens within the S.T.A.L.K.E.R. video game series. Learn how it works and why it's revolutionary.

August 15, 2017

by Alex Cicala

· 5,954 Views · 1 Like

Solving a Clustering Problem Using the k-Means Algorithm With Oracle

Clustering algorithms let machines group data points or items into groups with similar characteristics. See how to use the k-means algorithm with Oracle to do clustering.

August 15, 2017

by Emrah Mete

· 12,699 Views · 7 Likes

Faster PostgreSQL Counting

Analyze the techniques available for different optimization situations in PostgreSQL and see how to parallelize counts in a distributed database.

August 11, 2017

by Joe Nelson

· 28,779 Views · 5 Likes

Kafka Producer in Java

This detailed tutorial will help you create a simple Kafka producer, which allows you to publish records to the Kafka cluster.

August 10, 2017

by Jean-Paul Azar

· 107,403 Views · 14 Likes

Introduction to Imitation Learning

Imitation learning can help us solve sample inefficiency and computational feasibility problems, and also might potentially make the AI training process safer.

August 9, 2017

by Vitaly Kurin

· 5,232 Views · 2 Likes

AI Bot Alice From the Mad Botter Offers Agencies Automation and Integration

Learn about the AI bot Alice from The Mad Botter, which is a means to allow distributed teams to automate and communicate with ease.

August 6, 2017

by Moe Long

CORE

· 4,028 Views · 3 Likes

Coffee With a Data Scientist: Tuhin Chattopadhyay, Ph.D.

In the fourth issue of DZone's Coffee With a Data Scientist, we had a chat with business analytics evangelist, Tuhin Chattopadhyay, to glean some of his expert insights and opinions on the Big Data space.

August 4, 2017

by Michael Tharrington

· 8,448 Views · 4 Likes

Event Driven Microservices Patterns

Read about the motivation behind the switch to microservices, and some of the patterns that make these applications more scalable.

August 4, 2017

by Carol McDonald

· 66,772 Views · 75 Likes

Where Are the Biggest Opportunities for AI?

Here's what 22 executives who are familiar with AI said when we asked them, "What are the most common issues you see preventing companies from realizing the benefits of AI?"

July 31, 2017

by Tom Smith

CORE

· 9,991 Views · 3 Likes

When to Use Artificial Intelligence in Mobile Apps

Reports show that AI will be the number one integration for mobile apps in the coming years. Learn where it can do the most good in your apps.

July 28, 2017

by Amy Groden-Morrison

· 8,455 Views · 2 Likes

Having machine learning skills is not enough. You also need good working knowledge of data structures. Learn more and get some problems to practice with.

July 28, 2017

by Luba Belokon

· 37,903 Views · 30 Likes

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