AI/ML Resources

SOLID Design Principles Explained: Interface Segregation

This deep dive into Interface Segregation will cover its importance as a SOLID design principle and how to correctly apply it to your code.

April 21, 2018

by Thorben Janssen

· 21,369 Views · 29 Likes

AI and War [Comic]

I, for one, welcome our new AI overlords. Sure, there's no shortage of military use cases for AI, but wouldn't it just be easier to let AI pick our leaders for us?

April 20, 2018

by Daniel Stori

CORE

· 13,590 Views · 82 Likes

Will AI Replace Teachers?

AI can make teachers better by providing greater insight into what students need. But will this result in AI replacing teachers altogether?

April 20, 2018

by Kurtis Brase

· 21,655 Views · 1 Like

Chaos Tools and Techniques for Testing the TiDB Distributed NewSQL Database

When client's data is on the line, testing should be as robust and predictive as possible, which chao engineering can help with.

April 18, 2018

by Liu Tang

· 4,860 Views · 3 Likes

Simplifying Logistic Regression

Learn how to use linear regression for use cases like predictive analytics, classification, probability, and more.

April 17, 2018

by Himanshu Rajput

· 8,505 Views · 6 Likes

The Fundamental Security Concepts in AWS - Part 1

A software architect introduces the topic of AWS security by going into a detailed examination of IAM and detective controls.

April 16, 2018

by Tom Porter, Ph.D.

· 12,355 Views · 7 Likes

How Does Path Planning for Autonomous Vehicles Work

Interested in autonomous cars but aren't sure how pathing works? Here's a great overview of common definitions and the methods behind the behavior.

April 15, 2018

by Paul Ryabchuk

· 38,525 Views · 7 Likes

Will Wearables Finally Break Into The Enterprise

The popularity of wearables has risen and fallen in recent years, but they could be ready to break into the enterprise. See how and why!

April 13, 2018

by Amy Groden-Morrison

· 7,083 Views · 3 Likes

50+ Useful Docker Tools

As containers take root, dozens of tools have sprung up to support them. Check out your options for orchestration, CI/CD, logging, monitoring, and more!

Updated April 12, 2018

by JP La Torre

· 55,979 Views · 33 Likes

A Complete Introduction to Kubernetes

What tool orchestrates your containers with ease? KU-BER-NE-TES! You nodes and your ports, everything in between? KU-BER-NE-TES!

April 10, 2018

by Shashank Rastogi

· 32,951 Views · 11 Likes

Using AI and Algorithms to Solve Complex Systems

With algorithms, AI brings the answers to questions about complex systems because we will have the answer even before asking the question.

April 10, 2018

by Thomas Jardinet

CORE

· 7,554 Views · 7 Likes

Message Queuing (Kafka and Zookeeper) for Microservices and ML Solutions Pipelines

This article demonstrates the basic flow of using Apache Kafka and Zookeeper for microservice communications and how to get started.

Updated April 2, 2018

by Sudip Bhandari

· 12,101 Views · 8 Likes

How to Cluster Images With the K-Means Algorithm

Learn how to read an image and cluster different regions of the image using the k-means algorithm and the SciPy library.

March 28, 2018

by Sibanjan Das

CORE

· 58,527 Views · 7 Likes

10 Interesting Use Cases for the K-Means Algorithm

Learn what the k-means algorithm is, learn about its origins, and learn about some key use cases for it.

March 27, 2018

by Kaushik Raghupathi

· 156,930 Views · 6 Likes

Docker Environment Variables: How to Set and Configure Server Applications

Whether you are new to Docker or have some experience, this extensive list of 50 Docker variables should introduce you to something new.

March 19, 2018

by Angela Stringfellow

· 59,510 Views · 2 Likes

Top 5 Courses to Learn Python in 2018

Looking to learn Python this year? Come check out a list of the best five courses to help start your journey and get you closer to being a Python pro!

March 18, 2018

by Javin Paul

· 50,451 Views · 19 Likes

How to Test AI models: An Introduction Guide for QA

Get some simple answers to frequently asked questions regarding quality assurance within machine learning.

March 16, 2018

by Anastasiya Kazeeva

· 18,548 Views · 4 Likes

Orange: A Handy Open-Source Tool for Creating Machine Learning Models

Orange is an extremely easy-to-use, lightweight, drag-and-drop tool for building machine learning models and analyzing data. More importantly, it is open source!

March 13, 2018

by Sibanjan Das

CORE

· 15,771 Views · 12 Likes

Using Apple's Machine Learning for License Plate Recognition

Learn about building an app that can effectively recognize license plates and prove significant for use across industries such as security, transport, and insurance.

March 8, 2018

by Amit Manchanda

· 10,106 Views · 9 Likes

How to Create Java NLP Apps Using Google NLP API

Learn about setting up the development environment for the Google Cloud Natural Language API using Eclipse IDE and Java.

March 4, 2018

by Ajitesh Kumar

· 11,336 Views · 9 Likes

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