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Posts In Category "Machine Learning"

Demystifying Machine Learning Tutorial

Do you shop online? Have you noticed the suggestions? They will be about other products you may find appealing or products you can buy along with the one you are considering. Have you wondered how these suggestions come about? You can thank machine learning for them.  Machine learning has permeated everything from online shopping to […]

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Importance of Feature Engineering in Machine Learning

Machine learning is about teaching a computer to perform specific tasks based on inferences drawn from previous data. You do not need to provide explicit instructions. However, you do need to provide sufficient data to the algorithm to train it.  The data is initially in a raw form. You need to extract features from this […]

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Getting Started with Research Papers on Machine Learning: What to Read & How

A quick glance into any of the top-rated research papers on Machine Learning shows us how Machine Learning and digital technologies are becoming an integral part of every industry. According to recent research by Gartner, “Smart machines will enter mainstream adoption by 2021.” Adopting Machine Learning help your organization gain a major competitive edge. Why […]

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Machine Learning Jobs: Scope and Career Prospects

Machine Learning is one of the hottest career choices today. AI will create 2.3 million Machine Learning jobs by 2020, according to a recent report from Gartner. LinkedIn’s 2017 U.S. Emerging Jobs Report shows there are 9.8 times more Machine Learning Engineers working today than five years ago with 1,829 open positions listed on their […]

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Bias Variance Tradeoff In Machine Learning

Data engineers are constantly involved in managing data as well as organizing the same. While doing this, they are also required to keep themselves updated regularly with the new trends and the inconsistencies which may significantly impact the business goals. Keeping this thought into consideration, we have come up with this post on bias-variance tradeoff. According […]

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Exploring Open Source Projects for Beginners using Python & Machine Learning

Well, learning programming is surely a difficult task but it is not at all rocket science. However, one of the best ways to learn it through open source projects. The Open Source projects not only improve the skills of the aspiring programmers but they also provide a well-established platform for them to exhibit their skills and […]

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Document Classification Using Python and Machine Learning

Document Classification or Document Categorization is a problem in information science or computer science. We assign a document to one or more classes or categories. This can be done either manually or using some algorithms. Manual Classification is also called intellectual classification and has been used mostly in library science while as the algorithmic classification […]

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Apriori Algorithms And Their Importance In Data Mining

When you talk of data mining, the discussion would not be complete without the mentioning of the term, ‘Apriori Algorithm.’ This algorithm, introduced by R Agrawal and R Srikant in 1994 has great significance in data mining. We shall see the importance of the apriori algorithm in data mining in this article. An Introduction to […]

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The Importance Of Cross Validation In Machine Learning

Let us begin on a light note. Once a company was interviewing a candidate for the post of a data scientist. One person answered every question such as the importance of cross validation, machine learning, and so on perfectly. The interviewer asked him the reason for his perfection. The candidate replied that he built a database […]

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Understanding Machine Learning Algorithms

Want to know about Machine Learning Algorithms? To gain a better understanding of it, let’s start from the basics. The most trending concept “machine learning” is the learning demonstrated by machines based on some data by which they function on their own and improve over time by experiences. Some examples where machine learning can be […]

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