XGboost is short for eXtreme Gradient Boosting package. Before diving deep into XGBoost, let us first understand Gradient Boosting and just Boosting. Boosting is a machine learning ensemble meta-algorithm for primarily reducing bias and variance in supervised learning and a family of machine learning algorithms that convert weak learners to strong ones. Algorithms that achieve […]
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Augmented Analytics, an approach that automates insights using machine learning and natural-language generation marks the next wave of disruption in the data and analytics market. Data Analytics allows Artificial Intelligence to find appropriate and meaningful information using Machine Learning. ML is the connection between data analytics and AI since ML is the process of learning
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Python has become an integral tool used by data analysts nowadays. Every tool has some packages and libraries’ add-ins, which helps in different analysis. One such vital library in Python is the Pandas. It provides relational data in a labeled and easy-to-comprehend format. It helps in manipulating and analyzing data. Origin of Pandas The name
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With sky-rocketing digitization, smartphones becoming a major source of media entertainment, there has been a revolution in the entertainment industry on the usage of data analytics. Media sector has always generated data, be it in its customer databases, log files or so. Media data analytics can prove real business if captured and put to good
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Sports are an organized business nowadays, facilitated by analytics. The sports analytics market may be classified on the basis of application, deployment and the type of sports. Analytics in sports is necessary for team composition, performance optimization and injury prevention. Investment in sports analytics is a long-term plan rather than an immediate solution. Baseball had
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Cancer is such an enemy where many of us have been effected at some point of time, either personally or through a loved one. The main obstacle till now lies in its early detection in order to prevent further spread in the body. Applying Big Data Analytics to human DNA and the DNA of cancer
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The term ‘Cognitive Computing’ was initially coined by IBM which was meant for machines that could think and act like humans. With the help of Artificial Intelligence (AI) today, machines are smarter and can not only capture data, but also make human-like decisions with the help of the data. With technological advancement, today Cognitive Computing
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Behavioral analytics – an introduction Behavioral analytics, as Wikipedia says, is a recent advancement in business analytics that reveals new insights into the behavior of consumers on eCommerce platforms, online games, web and mobile applications, and IoT. Behavioral analytics establish the foundation of customer knowledge and focuses on understanding how consumers act and why, enabling
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What is Market Intelligence MI or Market Intelligence System is actually a business analytics tool that analyses business data obtained from various sources like Customers, Competitors, supply chain, stores etc. It helps organizations in making decisions and formulating future strategies regarding, target market, product development, promotional campaigns, consumer perception etc. only if apt, relevant and
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