Data Science Archives - Page 2 of 6

November 28, 2022March 24, 2023Data Science, Deep Learning

CPU vs GPU vs TPU: Understanding the Difference Between Them

CPU vs GPU vs TPU The difference between CPU, GPU and TPU is that the CPU handles all the logics, calculations, and input/output of the computer, it is a general-purpose processor. In comparison, GPU is an additional processor to enhance the graphical interface and run high-end tasks. TPUs are powerful custom-built processors to run the project made on a specific […]

November 9, 2022November 9, 2022Data Science

What Is Optical Character Recognition (OCR)?

Optical character recognition (OCR) technology is an efficient business process that saves time, cost and other resources by utilizing automated data extraction and storage capabilities. Optical character recognition (OCR) is sometimes referred to as text recognition. An OCR program extracts and repurposes data from scanned documents, camera images and image-only pdfs. OCR software singles out letters on the image, puts […]

December 10, 2021November 29, 2022Data Science

Six Different Types of Questions that can be Asked for Data Analytics Project!

Last Updated on September 18, 2022 If you are a Data Analyst then you must know that doing data analysis requires quite a bit of thinking. And if you’ve completed a good data analysis project, of course you’ve spent more time thinking and design than doing. The thinking begins before you even look at a dataset, and it’s well worth devoting […]

May 12, 2021March 29, 2023Data Science, Machine Learning

Who is a Data Scientist?

A Data scientist is a person who extracts insights from data sets. He has enough knowledge and skills to do sophisticated and systematic analysis of data that helps for product development, and evaluates and identifies strategic opportunities for your organization. “A data scientist represents an evolution from the business or data analyst role. The formal training is similar, with […]

December 10, 2017November 29, 2022Data Science, Machine Learning

Why Do We Need Software Engineering for Data Science Project?

Last Updated on August 16, 2022 Software is the generalization of a specific aspect of a data analysis. If specific parts of a your analysis project require implementing or applying a number of procedures or tools together then software is helpful for encompassing of all these tools into a specific module or procedure. These specific module or procedure can be […]

December 10, 2017November 29, 2022Data Science

5 Core Activities of Data Analysis | Epicycles of Data Analysis

Last Updated on August 10, 2022 “If you torture the data long enough, it will confess.” -Ronald Coase, Economist Data analysis is an iterative process. This process is applied to all steps of the analysis and it can be considered as an epicycle. Now the question is what is epicycle? An epicycle is a small circle whose center moves around […]

December 10, 2017November 29, 2022Data Science

The 4 Types of Statistics Concepts all Data Scientist should know!

Last Updated on August 20, 2022 Statistics are like bikinis. What they reveal is suggestive, but what they conceal is vital. -Aaron Levenstein, Business Professor at Baruch College What is Statistics Good For? Statistics is the discipline of analyzing data. As such it intersects heavily with data science, machine learning and, of course, traditional statistical analysis. In this post, I […]

December 10, 2017Data Science, Machine Learning

Top NLP (Natural Language Processing) Products in the Market! – 2017

In recent years, Natural Language Processing (NLP) technology has progressed quite rapidly in spite of many challenges. The trend is expected to continue with further advancements in the coming years. Today, there is a plethora of diversified NLP solutions featuring new age technologies. As new solutions come along at a rapid pace, the need emerges for an objective method to […]

December 2, 2017December 2, 2017Data Science

Who is Data Engineer?

One of the key members of a data science team is a data engineer. A Data Engineer is a person, fully equipped with knowledge of hardware, databases, data processing at scale and computer engineering and who can build data infrastructure, manage data storage and use and Implement production tools. What does a data engineer do? Data engineers might do things […]