AI/ML Resources

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

· 19,040 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

· 17,394 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

· 13,588 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

· 32,425 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

· 11,791 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

· 51,775 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

· 15,220 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

· 6,847 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

· 32,062 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

· 43,993 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

· 7,623 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

· 8,906 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

· 29,777 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

· 9,524 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

CORE

· 10,274 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

CORE

· 20,783 Views · 5 Likes

Pros and Cons of Using AI Chatbots in Customer Service

In this article, look at some pros and cons of using AI chatbots in customer service, and see an infographic.

January 30, 2020

by Shane Barker

· 3,793 Views · 4 Likes

RPA + Machine Learning = Intelligent Automation

In this article, take a look at robotic process automation, machine learning, intelligent automation, and how they relate to one another.

January 24, 2020

by Maggie Chan

· 18,982 Views · 10 Likes

5 Best Reinforcement Learning Courses

In this article, take a look at five of the best reinforcement learning courses.

January 20, 2020

by Karen Gracias

· 29,032 Views · 7 Likes

Implementing Clustering With MuleSoft AnyPoint Runtime Manager

In simple terms, virtual servers composed of multiple nodes and they communicate and share information through a distributed shared memory grid.

Updated January 17, 2020

by Jitendra Bafna

CORE

· 23,238 Views · 6 Likes

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