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Monthly Archives: December 2020

Outlier Detection and Its importance in Machine learning

What are outliers? Outliers are the data points of the datasets which are far away from the rest of the other data points. They can be introduced by human errors or execution errors. In fig 1 we have red apples along with 1 green apple. So if consider all properties that a red apple can have and plot it on ...

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Different Types of Feature Scaling and Its Usage?

What is feature scaling? Remember when we used to solve maths problems in our childhood for mensuration where we had multiple units for the same quantity like oil which can take litres unit, ml units So while solving problems we used to convert them into the same unit. A similar concept applies to machine learning features also. It can be ...

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Data Scientist Salary In Indian Cities

Data Scientist Salary In Indian Cities

Key Points Skills for Data Science job. Data Scientist’s salary in India. Data Science courses in India. Making career decisions are often characterized by intense research and study of the various possibilities. However, in the primitive stages, we often tend to fall into the vertigo of confusion, regarding the ways to approach the problem. Most of us often remain oblivious ...

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Theoretical approach to PCA with python implementation

INTRODUCTION Data scientists often get data which have huge number of dimensions(independent variable) which leads to 2 major problems. 1) Increase in computational time Majority of the machine learning algorithms rely on the calculation of distance for model building and as the number of dimensions increases, it becomes more and more computation-intensive to create a model out of it. For ...

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What are the Best Artificial Intelligence and Deep Learning Courses in India?

Artificial Intelligence is a discovery that is more talked about and is manifesting wonders in every field. AI has been successful in influencing our lives and simultaneously usher significant change. AI has a huge potential to address the complexities of the real world. This is the reason why most of the corporates nowadays are leveraging AI to build value for ...

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What Is The Trend Of Data Science Jobs In India?

Key Points: How good are the Data Science job opportunities in India?Which are the companies hiring Data Scientists.What is the demand for Data Science courses in India? at Gelsinger quotes- ‘Data is the new science. Big Data holds the answers’. Data Science is successful in bringing a significant shift in the way businesses conduct themselves. With the introduction of data, ...

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