Tag: Machine learning
Bias detection in IBM Watson OpenScale
Posted on August 12, 2019, Level intermediate Resource Length medium
Manish Bhide wrote this article on fairness or bias is one of the big issues that plagues the adoption of AI in enterprises.
How Windows Defender Antivirus integrates hardware-based system integrity for informed, extensive endpoint protection
Posted on July 31, 2019, Level intermediate Resource Length short
Microsoft Defender ATP Research Team interesting article about inner workings of Windows Defender. Detecting and stopping attacks that tamper with kernel-mode agents at the hypervisor level is a critical component of the unified endpoint protection platform in Microsoft Defender Advanced Threat Protection.
A beginner's guide to natural language processing
Posted on July 23, 2019, Level beginner Resource Length medium
An article by M. Tim Jones about how natural language processing can help you to converse more naturally with computers.
Behind the scenes of chatbots: Using NLP to power a chatbot
Posted on July 16, 2019, Level beginner Resource Length medium
An article by Aarushi Ramesh in which we will explore chatbot architecture, and learn about how natural language processing works in a chatbot. Plus, find out what intents and entities of a message are.
Tags bots machine-learning robotics
How a quantum computer could break 2048-bit RSA encryption in 8 hours
Posted on July 13, 2019, Level beginner Resource Length short
A new study shows that quantum technology will catch up with today's encryption standards much sooner than expected. That should worry anybody who needs to store data securely for 25 years or so. Article open MIT Technology review (technologyreview.com) site.
Microsoft's Quantum Development Kit goes open source on GitHub
Posted on July 12, 2019, Level beginner Resource Length short
Announcement form Microsoft about open sourcing Quantum Devleopment Kit (QDK). The QDK launched in preview last year, and is Microsoft's attempt to get developers familiar with quantum computing before it goes mainstream. Developers will now be able to contribute to the QDK's development via GitHub. Quantum for everyone.
Python machine learning tutorial: predicting Airbnb prices
Posted on July 11, 2019, Level intermediate Resource Length long
Machine learning is pretty undeniably the hottest topic in data science right now. It's also the basic concept that underpins some of the most exciting areas in technology, like self-driving cars and predictive analytics. An article by dataquest.io in which you will be introduced to the fundamental concepts of machine learning. As you follow along, you'll build your very first model from scratch to make predictions, while understanding exactly how your model works.
Searching for ET using AI on GCP
Posted on July 10, 2019, Level intermediate Resource Length long
Rob Harrand wrote this article about aproject playing with open data from SETI. They say that the best way to learn data science is to create something. Some of the most interesting data publicly available in GitHub repositories is data from the SETI Institute (the Search for Extraterrestial Intelligence).
Look at how Twitter handles its time series data ingestion challenges
Posted on June 11, 2019, Level intermediate Resource Length short
Ram Dagar is author of this overview on the time series topic. The components of time-series are as complex and sophisticated as the data itself. With increasing time, the data obtained increases and it doesn't always mean that more data means more information but, larger sample avoids the error that due to random sampling.
Finding the cheapest flights for a multi-leg trip with Amadeus API and Python
Posted on June 3, 2019, Level intermediate Resource Length short
Vladimir Iakovlev is the author of this tutorial about finding cheapest flights for a multi-leg trip with Amadeus API and Python. Amadeus Travel APIs connect you to the richest information in the travel industry.
Google's EdgeTPU benchmarked vs Intel's Movidius
Posted on March 24, 2019, Level beginner Resource Length short
An article written by Frederik Bode about the first benchmark of Google's EdgeTPU Dev Board is in. Read about comparison is made against Intel's (first generation) Movidius Neural Compute Stick, and Google is the clear winner regarding inference time.
Managing analysis workflows in geospatial data science with GNU Make
Posted on March 3, 2019, Level intermediate Resource Length long
Martí Bosch wrote this guide how to go about using Jupyter Notebooks while using iterative approach to both data analysis and software development. He will also explain how to avoid some bad practices. Many issues can be settled by choosing helpful file names, good organization, documentation and source control of the code.