Tag: Machine learning
-
How close are computers to automating mathematical reasoning?
Posted on August 29, 2020, Level beginner Resource Length long
AI tools are shaping next-generation theorem provers, and with them the relationship between math and machine. By Stephen Ornes.
Tags machine-learning miscellaneous big-data robotics performance
-
How to use Azure Durable Entities to see who's the strongest Avenger
Posted on August 19, 2020, Level intermediate Resource Length short
In the movies, Thor keeps saying that he "is the strongest Avenger". Some people say that it's actually Hulk, but I guess it's a matter of perspective. How can we find a solution to this riddle? By using Azure Durable Entities of course! By Davide Guida.
Tags serverless cloud azure machine-learning
-
Quantum computing: A key ally for meeting business objectives
Posted on August 2, 2020, Level beginner Resource Length medium
Quantum computing provides a new way of optimizing business processes with use cases spanning finance, logistics, telecommunications, and transport operations. An article by Reply, published on MIT technology review.
Tags miscellaneous machine-learning software-architecture learning management
-
Introduction to Machine Learning K-Nearest Neighbors (KNN) algorithm in Python
Posted on July 13, 2020, Level beginner Resource Length long
Machine Learning is one of the most popular approaches in Artificial Intelligence. Over the past decade, Machine Learning has become one of the integral parts of our life. It is implemented in a task as simple as recognizing human handwriting or as complex as self-driving cars. By Vibhu Singh.
Tags machine-learning big-data data-science fintech python
-
Training a deep CNN to learn about galaxies in 15 minutes
Posted on June 17, 2020, Level advanced Resource Length long
Let's train a deep neural network from scratch! In this post, I provide a demonstration of how to optimize a model in order to predict galaxy metallicities using images, and I discuss some tricks for speeding up training and obtaining better results. By John F Wu.
Tags big-data machine-learning data-science python
-
Conversational AI updates that help you build sophisticated and personalized experiences
Posted on May 31, 2020, Level beginner Resource Length long
Now, more than ever, developers need to respond to the rapidly increasing demand from customers for support and accurate information - meeting them where they are – any time of the day and on an expanding range of platforms and devices. Azure AI has met unprecedented demand, underpinning over 1500 Covid-19 related bots via the Microsoft Health Bot service alone, in addition to the over 1.25 billion messages per month already handled by Azure Bot Service. By GaryPrettyMsft.
Tags big-data robotics iot azure machine-learning
-
The nature of machine learning projects
Posted on May 29, 2020, Level beginner Resource Length short
Michael Ohlsson article about building a data-driven product. Building a data-driven product differs in many ways from how one would create a more conventional software product. A machine learning system is still a software system, but the process to develop the system is different.
Tags machine-learning big-data data-science
-
Agile and Intelligent Locomotion via Deep Reinforcement Learning
Posted on May 8, 2020, Level advanced Resource Length long
Recent advancements in deep reinforcement learning (deep RL) has enabled legged robots to learn many agile skills through automated environment interactions. In the past few years, researchers have greatly improved sample efficiency by using off-policy data, imitating animal behaviors, or performing meta learning. Posted by Yuxiang Yang and Deepali Jain, AI Residents, Robotics at Google.
Tags machine-learning app-development big-data data-science
-
How to use Roam Research: a tool for metacognition
Posted on April 24, 2020, Level beginner Resource Length long
A few weeks ago I discovered Roam which brands itself as "a note-taking tool for networked thought." Let's have a look at how to use Roam Research to achieve your personal growth goals. Written by Anne-Laure Le Cunff.
Tags data-science big-data management machine-learning software
-
Google engineers 'mutate' AI to make it evolve systems faster than we can code them
Posted on April 23, 2020, Level beginner Resource Length short
Much of the work undertaken by artificial intelligence involves a training process known as machine learning, where AI gets better at a task such as recognising a cat or mapping a route the more it does it. Now that same technique is being use to create new AI systems, without any human intervention. By David Nield.
Tags data-science big-data google machine-learning
-
Building data pipeline 101
Posted on April 11, 2020, Level beginner Resource Length medium
Haridas N is author of this article about data pipelines and how machine learning (ML) helps businesses manage, analyze, and use data more effectively than ever before.
Tags machine-learning big-data data-science miscellaneous
-
Autoencoders with Keras, TensorFlow, and Deep Learning
Posted on April 10, 2020, Level advanced Resource Length medium
In this tutorial, you will learn how to implement and train autoencoders using Keras, TensorFlow, and Deep Learning. Author discusses what autoencoders are, including how convolutional autoencoders can be applied to image data. Also more about the difference between autoencoders and other generative models, such as Generative Adversarial Networks (GANs). By Adrian Rosebrock.
Tags machine-learning big-data data-science python