Resources

Domains in Which Artificial Intelligence is Rivalling Humans

As mentioned in a previous article [56], the 1950-82 era saw a new field of Artificial Intelligence (AI) being born, lot of pioneering research being done, massive hype being created but eventually fizzling out. The 1983-2004 era saw research and

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Resurgence of Artificial Intelligence During 1983-2010

The 1950-82 era saw a new field of Artificial Intelligence (AI) being born, lot of pioneering research being done, massive hype being created, and AI going into hibernation when this hype did not materialize, and the research funding dried up

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Intuition Behind Bias-Variance Tradeoff, Lasso and Ridge Regression

Linear regression uses Ordinary Least square method to find the best coefficient estimates. One of the assumptions of Linear regression is that the variables are not correlated with each other. However, when the multicollinearity exists in the dataset (two or

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Why Books will be Your Best Friend This Year?

Books, the all-time crucial savior for all the human needs, whether it may be for knowledge enhancement, personality building, specializations in a specific domain or comforting broken hearts, books are always there. Right from the time, in absence of print

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Top 6 Tech Skills In High Demand For 2018

With over US$5 billion in funding, Artificial Intelligence has seen a record number of investments throughout this year and this number is only expected to grow. AI has established its foothold in almost all industries as a superior technology. Its

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Econometric Modelling: How It Can Help In Business

Econometric modelling has become a colloquial buzzword, more so with the advent of the big data age. It is applied in all the fields extensively, be it for academic or commercial purposes. Though the term is used commonly, there are

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Top 10 Master’s Program in Data Science

Big data is everywhere and has become crucial for businesses in providing the biggest edge over competitors. The size of the analytics market is expected to be one-third of the global IT market by 2020 from the current one-tenth of

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6 types of regressions, did you know?

Regression is a branch of statistics that has a major applicability in predictive analytics. Regression analysis is used to measure the relationship between a dependent variable with one or more predictor variables. The goal of regression analysis is to predict

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10 Python Libraries for Data Science

The popularity of Python as a developer’s choice has been on the rise since the past few years. The programming language has been ranked number one by IEEE Spectrum in 2017. If you are planning to build your career in

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A Simple, Beginner’s Guide to Machine Learning Algorithms

The world today has witnessed some of the great successes of machine learning applications. We all have awed at the working of self-driving Google car and relied on online recommendation engines of Netflix and e-commerce sites. These are essentially based

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