What is NumPy in Python?- Types & Function
What is NumPy? NumPy, short for “Numerical Python,” is a fundamental library in Python for scientific computing. It provides support for large, multi-dimensional arrays and matrices, along with an extensive collection of high-level mathematical functions to operate on these arrays efficiently. NumPy module in Python is an open-source library and is widely used in various…
Aishwarya KurreEager Learning and Lazy Learning in Machine Learning: A Comprehensive Comparison
Machine Learning has revolutionized various industries, from healthcare to finance, with its ability to uncover valuable insights from data. Among the different learning paradigms in Machine Learning, “Eager Learning” and “Lazy Learning” are two prominent approaches. In this article, we will delve into the differences and characteristics of these two methods, shedding light on their…
Neha SinghUncover the Secrets of Image Recognition using Machine Learning and MATLAB
Image Recognition using Machine Learning and MATLAB: With the advent of Machine Learning, it is now possible for computers to recognize and decipher objects, patterns, and other properties in digital photographs. In order to teach Machine Learning algorithms and teach the system different visual patterns, large datasets of labeled photos are used in this process. …
Asmita KarHow to Build a Data Analyst Portfolio?
The career of a Data Analyst is highly lucrative today and with the right skills, your dream job is just around the corner. It is expected that the Data Science market will have more than 11 million job roles in India by 2030, opening up opportunities for you. However, as a Data Analyst aspirant, you…
Ashutosh JindalDifferences Between SQL and T-SQL [with Example]
Differences Between SQL and T-SQL [with Example]: SQL stands for Structured Query Language. It is a standard programming language used for managing and manipulating relational databases. SQL allows users to interact with databases by performing tasks such as querying data, inserting, updating, and deleting records, creating and modifying database structures, and controlling access to the…
Rahul KumarBias and Variance in Machine Learning
The concepts of bias and variance in Machine Learning are two crucial aspects in the realm of statistical modelling and machine learning. Understanding these concepts is paramount for any data scientist, machine learning engineer, or researcher striving to build robust and accurate models. In this article, we will explore the definitions, differences, and impacts of…
Tarun ChaturvediThe Data Dilemma: Exploring the Key Differences Between Data Science and Data Engineering
Unfolding the difference between Data Engineer, Data Scientist, and Data Analyst: Data Engineers are essential professionals responsible for designing, constructing, and maintaining an organization’s data infrastructure. They create data pipelines, ETL processes, and databases to facilitate smooth data flow and storage. With expertise in programming languages like Python, Java, SQL, and knowledge of Big Data…
How to become a Certified Microsoft Excel Expert?
What is a Microsoft Excel certification? A Microsoft Excel Certification online helps in validating the abilities of a professional to work with different MS Excel applications and tools. The spreadsheet application by Microsoft is one of the most basic applications required for any data entry job. The certifications help you in learning spreadsheets including easy…
Algorithmic Bias and How to Avoid It – A Complete Guide
The following blog is a complete guide on Algorithmic Bias- What is it and How to Avoid it?, helping you learn about bias in Machine Learning. What is Algorithmic Bias? Algorithmic Bias refers to the presence of unfair or discriminatory outcomes produced by algorithms or machine learning models due to biased data or design choices….
10 Best Data Science Meme : LOL’s Ahead!
There are times when even Data Scientists need to break the monotony and put on a smile. While the entire day of a Data Scientist revolves around codes, algorithms, and monotony of insights and interpretations, we have decided to give them a break with 10 Data Science memes that will tickle the funny bones. So,…