article thumbnail

Four Vs Of Big Data

Knowledge Hut

Example of Data Variety An instance of data variety within the four Vs of big data is exemplified by customer data in the retail industry. Customer data come in numerous formats. It can be structured data from customer profiles, transaction records, or purchase history.

article thumbnail

Veracity in Big Data: Why Accuracy Matters

Knowledge Hut

Variety: Variety represents the diverse range of data types and formats encountered in Big Data. Traditional data sources typically involve structured data, such as databases and spreadsheets. However, Big Data encompasses unstructured data, including text documents, images, videos, social media feeds, and sensor data.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Highest Paying Data Science Jobs in the World

Knowledge Hut

Besides the data scientist highest salary, data science professionals enjoy a diverse range of job opportunities across many industries, from tech and finance to healthcare and retail.

article thumbnail

A Day in the Life of a Data Scientist

Knowledge Hut

In their quest for knowledge, data scientists meticulously identify pertinent questions that require answers and source the relevant data for analysis. Beyond their analytical prowess, they possess the ability to uncover, refine, and present data effectively. Data science is used in our daily lives in various ways.

article thumbnail

Streaming Edge Data Collection and Global Data Distribution

Cloudera

With the rapid increase of cloud services where data needs to be delivered (data lakes, lakehouses, cloud warehouses, cloud streaming systems, cloud business processes, etc.), controlling distribution while also allowing the freedom and flexibility to deliver the data to different services is more critical than ever. .

article thumbnail

Data Scientist Salary in India: Based on Location, Company, Experience

Knowledge Hut

Not only will it help with your data science knowledge, but it will also improve your resume. Who is a Data Scientist? Data scientists are experts who find, collect and evaluate big data collections. Computer science, mathematics, and statistics training are often required for data science positions.

article thumbnail

Top 20 Artificial Intelligence Project Ideas in 2023

Knowledge Hut

The development process may include tasks such as building and training machine learning models, data collection and cleaning, and testing and optimizing the final product. A deep learning model called FormNet was explicitly designed for extracting documents from scanned forms.

Project 96