Hands-on k-fold Cross-validation for Machine Learning Model Evaluation — Cruise Ship Dataset
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. 1. Import necessary libraries In the previous article (Feature Selection and Dimensionality Reduction Using Covariance Matrix Plot), we’ve shown that a covariance matrix plot can be used for feature selection and dimensionality …
AI Teaching Assistants, a Possibility or a Necessity?
Author(s): Ryan Lynch Originally published on Towards AI. Any student can tell you about a time (usually a few times) they’ve tried to catch a lecturer during office hours and couldn’t, or about an email they sent with a question last semester …
Scalable Efficient Deep-RL
Author(s): Sherwin Chen Originally published on Towards AI. Deficiency of Traditional Distributed RL Photo by Dawid Zawiła on Unsplash Traditional scalable reinforcement learning framework, such as IMPALA and R2D2, runs multiple agents in parallel to collect transitions, each with its own copy …
How AI and Circular Economy can save the Fashion industry
Author(s): Rudradeb Mitra Originally published on Towards AI. This article is co-authored with Pia-Maria Laux. A brief bio of the authors is at the end of the article. Let us look at some facts: By 2050 we will need 70% more food, …
Learn to Schedule Communication between Cooperative Agents
Author(s): Sherwin Chen Originally published on Towards AI. A novel architecture for communication scheduling in multi-agent environments Photo by Pavan Trikutam on Unsplash Introduction In multi-agent environments, one way to accelerate the coordination effect is to enable multiple agents to communicate with …
Free ObjDetection API from EazyMind
Author(s): amr zaki Originally published on Towards AI. Object Detection Tutorial, Part I U+007C Towards AI This tutorial series goes through the different APIs that EazyMind (an Ai-As-A-Service platform) offers. EazyMind offers multiple AI services for Free; Obj Detection is one of …
AI for Good: An Exploratory Approach to Tackling Climate Change with Data Science
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. Technology and Climate Change Technology has been a tool that has brought unprecedented prosperity to humanity. It allowed us to extract resources, transform, and transport them with ever-increasing efficiency. It brought about the contemporary …
Planning Your Google Certification Journey
Author(s): Rajesh Verma Originally published on Towards AI. Cloud Computing First, let me thank all those who have written on this topic already. After gathering similar advice, I have concluded with the following few tips. Regardless of what you do in your …
Autonomous Cars Can Predict How Selfish Your Driving Is
Author(s): Charles Towers-Clark Originally published on Towards AI. Self-driving cars could soon be able to classify you as a selfish or altruistic driver. While this might bruise some egos, researchers from MIT CSAIL claim that this will make autonomous vehicles (AVs) much …
History of AI; Labeling “AI” correctly; Excerpts from upcoming “AI Bill of Rights”
Author(s): Graff’s Place Originally published on Towards AI. History of AI: What is the difference between artificial intelligence and true intelligence? Artificial intelligence, to me, is when a group purposefully tries to make a single individual more intelligent. Before we can talk …
Reinventing Greeting Cards Through Augmented Reality
Author(s): Limarc Ambalina Originally published on Towards AI. An Interview with iGreet’s Founder With the holiday season quickly approaching, greeting card companies around the world are rolling up their sleeves and preparing for their busiest time of the year. However, the Bulgaria-based …
AI Nationalism. How to Stop Technological Fencing
Author(s): Anna Prist Originally published on Towards AI. A summary of the 96-page recent report on AI and militarist’s ideas on how to rethink technological competition and to prevent technological disaster Source: dribble, by Dalibor Pajic A short while ago, NSCAI (National …
NTM: Neural Turing Machines
Author(s): Sherwin Chen Originally published on Towards AI. A detailed walk-through of Neural Turing Machines Top highlight Photo by Kvistholt Photography on Unsplash We discuss Neural Turing Machine(NTM), an architecture proposed by Graves et al. in DeepMind. NTMs are designed to solve …
Number Plate Detection — DETECTRON v2
Author(s): Luka Chkhetiani Originally published on Towards AI. Most (well, at least some) of the ‘Smart Cameras’ don’t use number plate detection & recognition systems, but they pay attention to specific hidden codes on the number plates, and by sticking some transparent …