Tags: machine learning

TensorFlow.js: Machine Learning for the Web and Beyond

TensorFlow.js: machine learning for the web and beyond Smilkov et al., SysML’19 If machine learning and ML models are to pervade all of our applications and systems, then they’d better go to where the applications are rather than the other way round. Increasingly, that means JavaScript – both in...
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Your First Machine Learning Project in Python Step-By-Step

Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python. In this step-by-step tutorial you will: Download and install Python SciPy and get the most useful package for machine...
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Future-Proof Your Career with AI

AI is the fastest growing field in enterprise tech. Here's how to get an AI job you will love. AI job listings have become the fastest growing category on LinkedIn, and Indeed is packed with listings. But most job requisitions seek a computer scientist type with a PhD in neural networks or some...
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How Companies Are Building Sustainable AI and ML Initiatives

In 2017, we published “How Companies Are Putting AI to Work Through Deep Learning,” a report based on a survey we ran aiming to help leaders better understand how organizations are applying AI through deep learning. We found companies were planning to use deep learning over the next 12-18 months....
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Deep Learning 101 — Role of Deep Learning in Artificial Intelligence

It is important to understand some basic concepts of AI, ML and Deep Learning to get a better sense of What they do and How they can be useful. Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines that work and react like human. Machine...
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Machine learning already affects the way we live, make choices, and get entertained.

How Machine Learning Will Change Software Development

Artificial intelligence (AI) is not sci-fi anymore; machines have made their way into our lives with ever-increasing importance. Today, humans are teaching machines and machines already affect the way we live, make choices, and get entertained. There are many ways we already use AI in our everyday...
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Your First Machine Learning Project in R Step-By-Step

Do you want to do machine learning using R, but you’re having trouble getting started? In this post you will complete your first machine learning project using R. In this step-by-step tutorial you will: Download and install R and get the most useful package for machine learning in R. Load a dataset...
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An Introduction to the Machine Learning Platform as a Service

Machine-Learning-Platform-as-a-Service (ML PaaS) is one of the fastest growing services in the public cloud. It delivers efficient lifecycle management of machine learning models. At a high level, there are three phases involved in training and deploying a machine learning model. These phases...
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7 Data Trends on our Radar

Whether you’re a business leader or a practitioner, here are key data trends to watch and explore in the months ahead. Increasing focus on building data culture, organization, and training In a recent O’Reilly survey, we found that the skills gap remains one of the key challenges holding back the...
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Assessing Progress in Automation Technologies

To assess the state of adoption of machine learning (ML) and AI, we recently conducted a survey that garnered more than 11,000 respondents. As I pointed out in previous posts, we learned many companies are still in the early stages of deploying machine learning: Companies cite “lack of data” and “...
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