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Data Science Demystified: The Data Modeling Proposition
Source: insidebigdata.com Data science is largely an enigma to the enterprise. Although there’s an array of self-service options to automate its various processes, the actual work performed Read More
HOW AI SURPASSED HUMANS IN PLAYING FLAPPY BIRD GAME
Source: analyticsindiamag.com Reinforcement learning has exceeded human-level performance when it comes to playing games. Games as a testbed have rich and challenging domains for testing reinforcement learning algorithms that start Read More
DeepMind releases Acme, a distributed framework for reinforcement learning algorithm development
Source: venturebeat.com DeepMind this week released Acme, a framework intended to simplify the development of reinforcement learning algorithms by enabling AI-driven agents to run at various scales of execution. According Read More
TOP 10 REINFORCEMENT LEARNING PAPERS FROM ICLR 2020
Source: analyticsindiamag.com Reinforcement Learning has become the base approach in order to attain artificial general intelligence. The ICLR (International Conference on Learning Representations) is one of the major Read More
Training agents to walk with purpose: Improving machine learning and relational data classification
Source: techxplore.com A classification algorithm for relational data that is more accurate, as well as orders of magnitude more efficient than previous schemes, has been developed through Read More
Economy Can Take Help of AI
Source: fresnobserver.com Revenue inequality is among the overarching issues of economics. Some of the efficient instruments policymakers have to handle its taxation: governments acquire cash from folks Read More
AI benefits are being delayed by lack of skills and data
Source: eandt.theiet.org Artificial intelligence has become a well-recognised and frequently used buzzword. However, it means different things in different situations and as such can be tricky to Read More
TinyML: When Small IoT Devices Call for Compressed Machine Learning
Source: allaboutcircuits.com Many of us are familiar with the concept of machine learning as it pertains to neural networks. But what about TinyML? Surging Interest in TinyML TinyML refers Read More
Rosetta Analytics launches RL One Strategy
Source: hedgeweek.com RL One is a long/short strategy that generates returns through deep reinforcement learning, a category of machine learning that reacts and learns from its environment Read More
HOW NEURAL NETWORK CAN BE TRAINED TO PLAY THE SNAKE GAME
Source: analyticsindiamag.com At the present scenario, video games portray a crucial role when it comes to AI and ML model development and evaluation. This methodology has been Read More
HOW TO BUILD AN ONLINE COURSE ON DATA SCIENCE
Source: analyticsindiamag.com The extension of the lockdown brought in social distancing, which not only impacted businesses but also shut down schools and colleges. This disruption has forced Read More
Intent defined optical network for intelligent operation and maintenance
Source: techxplore.com The automatic operation and maintenance of optical network is important for ensuring information communication and network operation. The growing variety of services has forced operation Read More
DeepMind researchers develop method to efficiently teach robots tasks like grasping
Source: venturebeat.com In a paper published this week on the preprint server Arxiv.org, scientists at DeepMind introduce the idea of simple sensor intentions (SSIs), a way to reduce the Read More
DEEPMIND COMPARES HOW CHILDREN AND AI EXPLORE THE WORLD
Source: analyticsindiamag.com Recently, researchers at Alphabet’s DeepMind and the University of California, Berkeley proposed an AI framework for comparing child and AI agent behaviours and hence developing new exploration techniques. While Read More
To work like a disrupter, change the way you work with data and analytics
Source: itbrief.co.nz What do companies like Netflix, Airbnb, Spotify and Lyft know that you don’t know? What do these companies have that you might be lacking? Sure, Read More
Google Brain’s DRL Helps Robots ‘Think While Moving’
Source: When chasing a bouncing ball, a human will head where they anticipate the ball is going. If things change — for example a cat swats the Read More
AD CLICK-THROUGH-RATE (CTR) PREDICTION USING REINFORCEMENT LEARNING
Source: analyticsindiamag.com There are almost all the websites over the internet which display ads. The companies who wish to advertise their products, choose these web places as Read More
AD CLICK-THROUGH-RATE (CTR) PREDICTION USING REINFORCEMENT LEARNING
Source: analyticsindiamag.com There are almost all the websites over the internet which display ads. The companies who wish to advertise their products, choose these web places as Read More
Facebook’s AutoScale decides if AI inference runs on your phone or in the cloud
Source: venturebeat.com In a technical paper published on Arxiv.org this week, researchers at Facebook and Arizona State University lifted the hood on AutoScale, which shares a name with Facebook’s energy-sensitive Read More
NOW YOU CAN GENERATE MUSIC FROM SCRATCH WITH OPENAI’S NEURAL NET MODEL
Source: analyticsindiamag.com One of the popular AI research labs, OpenAI has been working tremendously in the domain of artificial intelligence, particularly on the grounds of neural networks, reinforcement learning, among Read More
HOW TO MAKE REINFORCEMENT LEARNING WORK FOR ROBOTICS
Source: analyticsindiamag.com Reinforcement learning is one of the most happening domains within AI since the early days. The innovations are often ingenious, but we rarely see them Read More
TOP 5 MOST USEFUL TOOLS ALL DATA SCIENCE FREELANCERS SHOULD KNOW
Source: analyticsindiamag.com As most workers in India make a harried transition to remote working amid Covid-19 lockdown, they are still getting acclimated to the modus operandi of Read More
Enterprise AI and the art of business intelligence
Source: theengineer.co.uk AI means different things in different situations and as such it can be tricky to define. Whilst most people think of AI as a technology Read More
An Introduction to AI-Based Video & Image Compression
Source: it.toolbox.com Overview of Image and Video Compression Image and video compression enables you to deliver high-quality media with lower storage and bandwidth requirements. It reduces the Read More
Five Free Online Courses on Artificial Intelligence for Beginners during Lockdown
Source: dqindia.com With a lockdown to combat the deadly Coronavirus in place until 3 May, students and professionals have a lot of time on their hands. In Read More
Edge AI Is The Future, Intel And Udacity Are Teaming Up To Train Developers
Source: technologytimes.pk AI Needs To Be On the Edge In the age of innovation, as data continues to grow, there’s a real need for data storage and Read More
What is Deep Reinforcement Learning?
Source: Along with unsupervised machine learning and supervised learning, another common form of AI creation is reinforcement learning. Beyond regular reinforcement learning, deep reinforcement learning can lead to astonishingly impressive results, thanks to the Read More
Special feature: Data science at GAD
Source: gov.uk Our increasingly digitalised modern world produces more data in a wider variety of formats than ever before. Data science techniques allow us to process, analyse, Read More
Google teaming with Samsung to make Pixel and Chromebook processors
Source: theburnin.com Google is in the process of developing its own Pixel and Chromebook processors, reports Axios. The search engine has teamed with Samsung on a project called Read More
Researchers Develop New Way to Increase Energy Efficiency of Smart Computers
Source: unite.ai Researchers from the Cockrell School of Engineering at The University of Texas at Austin have discovered a new way to increase the energy efficiency of Read More