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How Genetic Algorithms and Machine Learning Apply to Investments

Smart Data Collective

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. Modern machine learning and back-testing; how quant hedge funds use it. Machine learning tests.

Algorithm 315
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DirectX Visualization Optimizes Analytics Algorithmic Traders

Smart Data Collective

Learn how DirectX visualization can improve your study and assessment of different trading instruments for maximum productivity and profitability. A growing number of traders are using increasingly sophisticated data mining and machine learning tools to develop a competitive edge.

Algorithm 351
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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

Machines, artificial intelligence (AI), and unsupervised learning are reshaping the way businesses vie for a place under the sun. With that being said, let’s have a closer look at how unsupervised machine learning is omnipresent in all industries. What Is Unsupervised Machine Learning? Well, machine learning is almost the same.

Learning 352
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How Machine Learning Enhances Momentum of Cryptocurrency Price Movements

Smart Data Collective

Machine learning technology has made cryptocurrency investing opportunities more lucrative than ever. The impact of machine learning on the market for bitcoin and other cryptocurrencies is multifaceted. A number of new predictive analytics algorithms are making it easier to forecast price movements in the cryptocurrency market.

Learning 352
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How Can Machine Learning Change Customer Reviews?

Smart Data Collective

Machine Learning is a branch of Artificial Intelligence that works by giving computers the ability to learn without being explicitly programmed. As technology advances, machine learning will have more opportunities to help businesses engage with their customers and improve the overall customer experience.

Learning 330
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How Aster DM Healthcare used federated learning to better secure AI analysis of sensitive data

CIO

In a distributed learning setup, data from different hospitals must be brought together to create a centralised data repository for model training, raising lot of concerns on data privacy. Federated learning is a method of training AI algorithms with data stored at multiple decentralised sources without moving that data.

Learning 368
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How Machine Learning is Used in Smart Home Automation

Smart Data Collective

Smart homes are getting smarter with machine learning. That’s because smart devices collect and send data back to the company for analysis to fine-tune performance. Some smart devices can ‘learn’ your preferences and run on autopilot by predicting your routines. This is made possible by machine learning.

Learning 330