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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. For instance, you want to generate effective AUM, NAV, and share value reports to improve investor confidence as a manager. For instance, to manage a business, boost investor confidence and increase profitability.

Algorithm 283
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What is Emotion Analysis?

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Emotion analysis is a blend of psychology and technology in which human feelings are translated into data. That’s what emotion analysis works towards. The magic lies in the NLP algorithms that sift through text—be it tweets, reviews, or conversations—and identify the emotional content.

Analysis 157
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What is data analytics? Analyzing and managing data for decisions

CIO

It comprises the processes, tools and techniques of data analysis and management, including the collection, organization, and storage of data. The chief aim of data analytics is to apply statistical analysis and technologies on data to find trends and solve problems. It is frequently used for risk analysis.

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Is Machine Learning Changing Our Approach to Asset Management?

Smart Data Collective

Wealth and asset management has come a long way, evolving through the use of artificial intelligence, or AI solutions. Machine learning (ML) is a form of AI that is becoming more widely used in the market because of the rising number of AI vendors in the banking industry. But is AI becoming the end-all and be-all of asset management ?

Learning 357
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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. But first, What is DirectX Anyway?

Algorithm 332
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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.

Security 470
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Sentiment analysis: The Complete Guide

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Sentiment analysis has become an essential tool in interpreting the vast amounts of textual data generated daily online. Imagine having the superpower to understand the collective mood of your customers through their tweets, reviews, or feedback – that’s exactly what sentiment analysis works towards. Want to learn more about it?

Analysis 157