AI/ML Resources

Apache Kafka as Data Historian: An IIoT/Industry 4.0 Real-Time Data Lake

In this article, we discuss how Apache Kafka can be used as a Data Historian in IoT to ensure and improve overall equipment effectiveness.

April 29, 2020

by Kai Wähner

CORE

· 18,375 Views · 6 Likes

Programming Embedded Systems the Easy Way — With State Machines

This article will give you an introduction to programming with state machines with a focus on graphical design tools.

April 27, 2020

by Robin Herrmann

· 7,218 Views · 3 Likes

Enterprise Integration Patterns From ESB to ESP and API

In this article, take a look at enterprise integration patterns from ESB to ESP and API.

April 20, 2020

by Gary Li

· 24,147 Views · 10 Likes

Apache Kafka and Machine Learning in Banking and Finance

Check out this list of tools around Big Data, with a focus on Kafka, machine learning, and deep learning curated specifically for the Fintech industry.

April 15, 2020

by Kai Wähner

CORE

· 14,262 Views · 11 Likes

IoT Architectures for Digital Twin With Apache Kafka

The benefits and IoT architectures of a Digital Twin in various industries and its relation to Apache Kafka, IoT frameworks and Machine Learning.

Updated April 9, 2020

by Kai Wähner

CORE

· 19,902 Views · 10 Likes

Apache Spark for the Impatient

We provide a list of the most important topics in Spark that everyone who does not have the time to go through an entire book should know.

Updated April 8, 2020

by Shivam Mohan

· 18,430 Views · 26 Likes

3 Reasons to Use a Random Forest Over a Neural Network

In this article, take a look at 3 reasons you should use a random forest over a neural network.

April 3, 2020

by Kevin Vu

· 15,399 Views · 4 Likes

Azure, AWS, and GCP: A Multicloud Service Cheat Sheet

Here's a cheat sheet of services from AWS, Google Cloud Platform, and Microsoft Azure covering AI, Big Data, computing, databases, and more for multicloud architectures.

April 2, 2020

by Hamida Rebai

· 38,134 Views · 24 Likes

XGBoost: A Deep Dive Into Boosting

In this article, take a deep dive into boosting with XGBoost.

March 23, 2020

by Shubham Malik

· 14,072 Views · 2 Likes

Using a Raspberry Pi as Your Development Server

In this tutorial, I will show you how to set up a Raspberry Pi 4 as a development (or testing) server.

March 19, 2020

by Jeremy Morgan

· 53,678 Views · 14 Likes

Build Chatbots with Dialogflow - Step By Step Guidelines

This tutorial provides a detailed guide of how to set up create tracks and integrations for chatbots with Google's Dialogflow Agent application.

March 18, 2020

by Rahul Panchal

· 16,082 Views · 6 Likes

Top 10 Jobs With AWS Certification

There has been a hike in hiring professionals with cloud knowledge — find out which jobs you're qualified for!

March 17, 2020

by monica hesham

· 7,322 Views · 4 Likes

Web Scraping vs Web Crawling: What’s the Difference?

In this article, read an explanation of the differences between web scraping and web crawling.

March 16, 2020

by Hiren Patel

· 32,974 Views · 8 Likes

Understanding Architecture Models of Chatbot and Response Generation Mechanisms

Analyze chatbots, one of the most popular, widely adopted, and accessible ways to utilize artificial intelligence in real life.

Updated March 16, 2020

by Albert Smith

· 45,119 Views · 11 Likes

Testing State Machines — The Model-Driven Approach

Following the model-driven paradigm, state machines are first modeled on an abstract level and in a second step transformed into source code.

Updated March 11, 2020

by Thomas Kutz

· 8,172 Views · 3 Likes

Collecting Logs in Azure Databricks

This article demonstrates how you can use Azure Databricks with Spark to create and collect logs and Docker.

March 10, 2020

by Shubham Dangare

· 9,412 Views · 1 Like

At a Glance - Reviewing the GUIs of MongoDB, RavenDB, and CouchDB

In this article, we walk through the GUIs of three major document databases, including MongoDB, RavenDB, and CouchDB.

Updated March 3, 2020

by Mor Hilai

· 30,384 Views · 8 Likes

Incorporating Fault-Tolerance Into Your Microservice Architecture

In this article, we discuss the process of incorporating fault-tolerance into a microservice architecture.

February 19, 2020

by Oresztesz Margaritisz

CORE

· 10,517 Views · 13 Likes

Learn Python — Take This 10 Week Transformation Challenge

Use this article as a template to start your journey to becoming a Python master! Start with language basics and move all the way into some basic ML.

Updated February 10, 2020

by Shivashish Thkaur

· 10,875 Views · 15 Likes

Docker With Spring Boot and MySQL: Docker Swarm Part 3

In this article, we look at how to using Docker Swarm with Spring Boot and MySQL. We then dive into relationships between Worker and Manager nodes.

February 5, 2020

by Sanjoy Kumer Deb

· 21,656 Views · 5 Likes

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