COVID-19: A Data Scientists Contribution In Maintaining Physical Health And Well-being Explained

When we discuss a medical emergency where lakhs of people are in their death bed, and few more lakhs are exposed to the immediate threat, what comes to our mind first is the role of the emergency workers like healthcare…

A Complete Tour Of Data Science Project Life Cycle

It has always been said that change is inevitable. In case of Data Science also same thing holds good. Data Science has evolved a lot and that too drastically since the term was coined in the 90’s. Data Science has…

Correcting Class Imbalanced Data For Binary Classification Problems (Demonstrations Using Animated Videos)

(A) Introduction This article assumes that the readers have some knowledge about binary classification problems. Consider a binary classification problem where the target variable is highly imbalanced. You may imagine problems like detecting fraudulent transactions, predicting attrition, cancer detection, etc.…

Essential Ways To Handle Data Cleaning

Data cleaning isn’t the most attractive part when it comes to data science or machine learning, but it is one of the most important ones. There are no tricks nor any shortcuts for data cleaning, if one needs to have…

Weekly Self-Study Plan To Ace Data Science

Data Science is a vast field where statistics and programming go hand-in-hand. In order to ace this field, enthusiasts must follow a learning routine that involves practising, reading, competing as well as engaging with the community. This is a 4-weeks…

What Does A Typical Day Of A Data Scientist Look Like?

The data science industry has undergone major disruptions in the last few years, and this has led to a veritable shift in the hiring practices of most companies. There is a growing desire to mine the vast trove of data…

What Happens When A Java Developer Switches To A Data Science Role

Does democratisation of machine learning work for everyone or is there a flip side to it? What do the developers with no machine learning background think about it?  Ever since AI-based jobs have been crowned the hottest job of this…

Debunking 10 Common Misconceptions Of Data Science Job Roles In India

While we agree that data science has become a catchy term for young enthusiasts, it is of utmost importance that they understand the domain and create a solid underlying foundation before actually approaching the field. According to experts, one of…

Why Jupyter Notebooks Are So Popular Among Data Scientists

Born out of IPython in 2014, Jupyter Notebook has seen an enthusiastic adoption among the data science community, to an extent where it has become a default environment for research. By definition, Jupyter is a free, open-source interactive web-based computational…

10 Datasets For Data Cleaning Practice For Beginners

In order to create quality data analytics solutions, it is very crucial to wrangle the data. The process includes identifying and removing inaccurate and irrelevant data, dealing with the missing data, removing the duplicate data, etc. Thus, eliminating the major…

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