Category Archives: Data Science

What is Predictive Analytics?

There are four types of analytics in data science: Descriptive, Diagnostic, Predictive, and Prescriptive. While Descriptive and Diagnostic analytics focus on root cause analysis, Predictive analytics takes data science one step ahead. It helps companies make predictions for the future so that a business can be steered in the right direction before it’s too late. It answers the… Read More »

Data Science Lifecycle

At each stage of the entire data science lifecycle, data scientists use various tools and techniques to get the best possible results. This blog discusses the various stages of the data science lifecycle and how datasets change after every stage. Data science is an interdisciplinary field that consists of many phases. Data scientists require many different skills like… Read More »

Difference Between Data Scientist vs Data Analyst

Welcome to a detailed Data Scientist vs Data Analyst comparison. Continue reading to know the differences between the two popular data science job roles. When I started learning data science, I always thought data science and data analysis were synonymous. This, however, wasn’t the case. So, when I started digging deep, I realized that although data analysis takes… Read More »

What is Data Engineering?

Data engineering has been grabbing a lot of eyeballs of late and rightly so – data engineers work a lot with structured and unstructured data collected from various sources. Also, they are responsible for managing complex workflows, ETL, managing pipelines, automation, data modeling, etc. Data engineers ensure a smooth flow of data between applications and servers. They architect… Read More »

Data Science vs Data Mining

Continue reading to know the data science vs data mining comparison. Data is ruling the world right now. Moreover, with every passing second, new data is coming into the picture. As such, the data processing techniques are becoming better. As humans, we are trying to cope up with and develop new approaches to process and make sense of… Read More »

Python Data Visualization

Before talking about Python data visualization, let’s talk about data visualization. It is one of the most significant skills that every data scientist must possess, and it’s not something that a data scientist can ignore. Data visualization is an ocean itself and there are a number of courses and resources to learn and work in this specific field… Read More »