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All Blog Posts Tagged 'Machine' (205)

A Critical Comparison of the ML Platforms in an Evolving Market

The Evolution of the MLaaS Market

The Machine…

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Added by Raghavendra Singh on February 8, 2021 at 12:30am — No Comments

FairML: Auditing Black-Box Predictive Models

This article was written on the blog CLOUDERA Fast Forward.

Machine learning models are used for important decisions like determining who has access to bail. The aim is to increase efficiency and spot patterns in data that humans would otherwise miss. But how do we know if a machine learning model is fair? And what does fairness in machine learning…

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Added by Andrea Manero-Bastin on January 15, 2021 at 11:53am — No Comments

Google is Rethinking its Business – What About You?

This article was written by Damian Mingle.

Google recently started promoting automated machine learning (what they call AutoML) – something that DataRobot customers have been doing for years. So what is driving Google to now embrace this transformative approach? Guest blogger Damian Mingle explains. …

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Added by Andrea Manero-Bastin on January 15, 2021 at 11:35am — No Comments

Essential Machine Learning Algorithms That Data Analysts Need To Know

AI is taking over. In 2021, we’re going to see machine learning taking on a bigger role in data analysis as algorithms become capable of reducing error and producing more accurate models within themselves. These algorithms cover iterative processes, decision trees as well as multi-dimensional splitting of datasets. Machine learning is enabling data analysts to have new and greater insights, affecting everything from marketing departments to the way we learn. Here are the essential machine…

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Added by George J. Newton on December 23, 2020 at 12:00pm — No Comments

Machine Learning: How it is Transforming the Education Sector

The continued evolution of technology has changed our lives in more profound ways than we’d ever been able to imagine. Think about it — we no longer have to wait in queues in the bank to get a bank statement or even head out to a supermarket or some such to buy groceries. This advancement of technology has had quite an impact on education as well. Come to think of it; education has experienced mind-boggling transformation, brought on by various technologies, such as artificial intelligence,…

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Added by Ryan Williamson on December 16, 2020 at 12:47am — No Comments

Unveil the Significance of Neo Machine Learning (NeoML)

NeoML, launched by ABBYY, the digital intelligence company is an open-source library ideal to build, train, and deploy machine learning (ML) models.

The open-source library which was earlier launched in June 2020 is now available on GitHub as well. NeoML provides huge support to both deep learning and traditional machine learning…

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Added by Aileen Scott on December 10, 2020 at 10:00pm — No Comments

Elements of a Viable Machine Learning Algorithm

Being an expert at developing and understanding ML, or Machine Learning algorithms, takes time and a lot of hard work. That’s why ML (machine learning) engineers are been seen constantly learning while at the job. If the learning stops, your professional growth stops. Many of us, especially the AI aspirants, think that watching tutorial videos on AI (artificial intelligence) modeling or ML algorithm development on YouTube…

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Added by Aileen Scott on November 22, 2020 at 7:30pm — No Comments

The State of the Art in Implementing Machine Learning for Mobile Apps

Mobile applications based on machine learning are reshaping and affecting many aspects of our lives. Implementing machine learning on mobile devices faces various challenges, including computational power, energy, latency, low memory, and privacy risks. In this article, we…

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Added by AI on November 19, 2020 at 11:00am — No Comments

Multi-stage heterogeneous ensemble meta-learning with hands-off demo

In this blog, I will introduce a R package for Heterogeneous Ensemble Learning (Classification, Regression) that is fully automated. It significantly lowers the barrier for the practitioners to apply heterogeneous ensemble learning techniques in an amateur fashion to their everyday predictive problems.…

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Added by Ajay Arunachalam on November 7, 2020 at 1:50am — No Comments

5 Best Practices For Putting Machine Learning Models Into Production

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Added by Raghavendra Singh on September 21, 2020 at 3:36am — No Comments

5 Challenges To Be Prepared For Before Scaling Machine Learning Models

Machine Learning (ML) models are designed for defined business goals. ML model productionizing refers to hosting, scaling, and running an ML Model on top of relevant datasets. ML models in production also need to be resilient and flexible for future changes and feedback. A recent study by Forrester states that improving customer experience, improving profitability & revenue growth as the key goals organizations plan to achieve specifically using ML initiatives.

Though gaining…

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Added by Raghavendra Singh on September 10, 2020 at 12:00pm — No Comments

Machine Learning: How it Improves Performance Engineering

Enterprise software, as well as other kinds, remains a complicated endeavor, thus necessitating the use of modern means to gauge, analyze, and adapt their performance. And one of the most popular technologies in the performance engineering market right now is machine learning. Since it has demonstrated an unparalleled ability to not only help foresee performance issues and fix them. When used in the right manner — this combination can also help performance engineering teams to steer clear of…

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Added by Ryan Williamson on August 30, 2020 at 11:00pm — No Comments

Digital Nudging : Influencing online User decisions on Twitter through nudge units

Introduction:

Here’s a fun fact; An average human being (probably an adult) makes close to 30,000 conscious decisions every day. This isn’t entirely true though, in fact, I just made that number up. I could be right because if you think about it, how many decisions would you say you make on a day to day basis? Depending on who you are the above obviously varies widely and you know best. We all…

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Added by CARLVIN JERRY on August 20, 2020 at 3:30am — No Comments

Understanding of Artificial Neural Networks

Introduction

Artificial neural networks are based on collection of connected nodes, and are designed to identify the patterns. They are part of deep learning, in which computer systems learn to recognize patterns and perform tasks, by analyzing training examples. For example an object recognition system can be fed to thousands of labeled images of houses, cars, traffic signals, animals etc. and would…

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Added by Kamal Jain on August 11, 2020 at 5:00am — No Comments

Creating Music by Machine Learning

© 2020 by Radna Intellectual Ventures, LLC.

In Sweden, there's something called the Allemansrätten, which literally translates…

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Added by Andrew Vo on June 24, 2020 at 12:00pm — 1 Comment

Machine Learning for Frontend Development: The Road to Future

When creating a website, it is an essential objective of developers to make it appealing. They undergo a few systems, including drawing idea sketches, building models, and experimenting with the website before pushing it live.

These procedures don’t occur parenthetically. Developers spend many months on constructing a beautiful and responsive website. Be that as it may, the development in technologies is making things more manageable for them.

The cutting edge technologies like…

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Added by Albert Smith on May 25, 2020 at 8:25pm — No Comments

The Influence of AI and ML on Online Education

The world has been witness to some profound changes over the past couple of decades. For example, we can shop for furniture without needing to leave our house or even send money halfway across the world with a few taps on your smartphone’s screen. However, there is one aspect of human existence that has undergone some of the most profound changes of them all — learning. Yep. Today, education is no more confined to schools, colleges, or other educational facilities. Today, students have not…

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Added by Ryan Williamson on May 6, 2020 at 8:52pm — No Comments

Best And Worst Cases Of Machine Learning Algo

What are the best and worst cases where machine learning algorithms can be applied? Can anyone help me in this?

Added by Akshay Gupta on April 24, 2020 at 1:35am — No Comments

The In-depth 2020 Guide to E-commerce Fraud Detection

It is hard to underestimate the role of E-commerce in a world where most communications happen on the web and our virtual environment is full of advertisements with attractive products and services to buy. Meanwhile, it is obvious that many criminals are trying to take advantage of it, using scams and malware to compromise users’…

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Added by Roman Chuprina on April 14, 2020 at 1:30am — No Comments

5 Things to Consider Before Getting Started as a Developer in AI

Such technology as AI existed for years yet experienced a significant popularity boost just a few years ago. Today, it’s far from being a futuristic thing used by the evil geniuses to conquer the planet. Instead, Artificial Intelligence became a cutting-edge tool to improve the lives of millions by assisting us with our job, studies, home duties, and even relationships. There’s no need to mention that AI start-ups are the ones to run the IT industry: $37.5 billion was spent on the start-ups…

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Added by Debra White on March 26, 2020 at 6:40am — 1 Comment

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