AI/ML Resources

Machine Learning and Real-Time Analytics in Apache Kafka Applications

This post explores a specific part of building an ML infrastructure: the deployment of an analytic model in a Kafka application for real-time predictions.

December 25, 2019

by Kai Wähner

CORE

· 24,562 Views · 11 Likes

Microservices With Spring Boot, Spring Cloud Gateway and Consul Cluster

By using a well-known Spring Framework annotation style, we may enable and configure common patterns within microservice-based environments.

December 25, 2019

by Piotr Mińkowski

· 20,411 Views · 2 Likes

What Is a Service Mesh, and Why Do You Need One?

The resolution of these challenges can be achieved by decoupling your application at layer five of the network stack, which is what service meshes do.

December 19, 2019

by Daniel Berman

· 30,583 Views · 9 Likes

Hadoop Ecosystem: Hadoop Tools for Crunching Big Data

In this article, we discuss the tools and components that make up the Hadoop Ecosystem, including Hive, Spark, MapReduce, ZooKeeper, and Oozie.

December 11, 2019

by Shubham Sinha

· 29,940 Views · 7 Likes

Apache Kafka as Digital Twin in Industrial IoT (IIoT)

Learn more about the benefits of Digital Twin tech in IIoT and it's relation to Apache Kafka!

December 9, 2019

by Kai Wähner

CORE

· 25,132 Views · 17 Likes

Building a Large-Scale Distributed Storage System Based on Raft

In this article, explore how one company built a large-scale distributed storage system based on Raft.

December 9, 2019

by Ed Huang

· 19,068 Views · 5 Likes

Complex Functional Testing, Simplified

When even the best functional tests won't do, it may be time to consider Visual AI.

December 6, 2019

by Michael Battat

· 20,565 Views · 3 Likes

How Will AI Impact Machine Design?

In tis article, explore some of the ways that AI will impact machine design.

December 2, 2019

by Megan Nichols

· 5,363 Views · 3 Likes

The Complete Apache Spark Collection [Tutorials and Articles]

We've compiled our best tutorials and articles on one of the most popular analytics engines for data processing, Apache Spark.

December 2, 2019

by Peter Connelly

· 59,242 Views · 27 Likes

Eye Disease Detection Using TensorFlow and Azure's CustomVision.ai

Explore an AI-based system that uses the Azure Cognitive Services CustomVision tool to predict the probability of the existence of eye diseases.

November 29, 2019

by Raghu N T

· 7,566 Views · 2 Likes

5 Types of LSTM Recurrent Neural Networks and What to Do With Them

In this article, explore five types of LSTM recurrent neural networks and see what to do with them.

November 22, 2019

by Kevin Vu

· 17,893 Views · 4 Likes

The Complete Data Science LinkedIn Profile Guide

In this article, a Data Science recruiter discusses best-practices for marketing yourself on LinkedIn to become competitive in today's job market.

Updated November 21, 2019

by Matthew Reaney

· 39,323 Views · 3 Likes

Support Vector Machine in R: Using SVM to Predict Heart Diseases

This article explores how to use the SVM algorithm to predict heart disease.

November 18, 2019

by Zulaikha Geer

· 17,059 Views · 1 Like

A Complete Guide To Math And Statistics For Data Science

Everything you need to get started with data analytics, classification, and visualization.

November 15, 2019

by Zulaikha Geer

· 104,815 Views · 13 Likes

Make Database Queries With Real-Time Chat

Integrate with and enable users to query any database.

November 14, 2019

by Tom Smith

CORE

· 5,638 Views · 2 Likes

109 Data Science Interview Questions and Answers

Everything you need for you data science interview.

November 12, 2019

by Michael Rundell

· 50,682 Views · 9 Likes

Developing Cloud-Native Apps in Azure: Tools and Tips

Azure offers number of tools and services to help you employ best practices when making cloud-native apps.

November 12, 2019

by Eddie Segal

· 10,525 Views · 6 Likes

IoT Live Demo: 100.000 Connected Cars With Kubernetes, Kafka, MQTT, TensorFlow

Check out this live IoT demo to learn more about connected cars.

November 11, 2019

by Kai Wähner

CORE

· 29,446 Views · 10 Likes

A Comprehensive Guide to Random Forest in R

This article provides an explanation of the random forest algorithm in R, and it also looks at classification, a decision tree example, and more.

November 8, 2019

by Zulaikha Geer

· 14,205 Views · 3 Likes

Compressing Your Big Data: Tips and Tricks

Lossless compression for the win.

November 6, 2019

by Eddie Segal

· 20,660 Views · 4 Likes

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