Data Science Project Life cycle

1. Exploratory Data Analysis: It is said that 90% of the work done by a data scientist is related to data analysis. The term “data analysis” refers to the cleaning and pre-processing of data before the construction of a statistical model. This step includes outliers, duplicate data, null values ​​, and many other anomalies, which do not fall within …

Data Science Project Life cycle Read More »

Data Scientists/Data Analysts

What Is the Difference between Data Scientists and Data Analysts? While the two terms overlap in terms of tasks and the specific skills needed to perform each role, they mainly differ in that data scientists gain insights from information, while data analysts go a step further by identifying and predicting trends and patterns. As such, …

Data Scientists/Data Analysts Read More »

What Are the Requirements to Become a Data Scientist?

A degree in computer science, mathematics, IT, or statistics Considerable experience working in a related field Strong problem-solving skills Capacity to work individually or with a team Familiarity with data collection and analysis Strong verbal and visual communication skills

Skills checklist Required To Become Data Scientist

Data scientists need various skills at work, such as: Programming skills: They need to know how to use statistical programming languages like Java, R, Python, and Structured Query Language (SQL). Statistical skills: All data scientists should have a working knowledge of statistics. They should be familiar with statistical tests, distribution, and estimation. They need to use statistics …

Skills checklist Required To Become Data Scientist Read More »

What Do Data Scientists Do?

The field of Data Science is still very much confusing as the tasks assigned to the different roles in the field is not critically aligned and stated.Due to this, it gets a bit confusing on what to focus on while trying to follow a path in the Data Science world. Data scientists rely heavily on …

What Do Data Scientists Do? Read More »

What is Data Science

Intro To Data Science Data science is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. In turn, these systems generate insights which analysts and business users can translate into tangible business value. Data Science is an interdisciplinary field that allows you to extract knowledge …

What is Data Science Read More »