Category: Data Science

Data Science

Difference Between Parameter and Statistics

by Vikram Singh

LAST UPDATED: September 21, 2023, 17:54 IST

Parameters and Statistics are closely related and interlinked, often complementary in data analysis and research. But both these terms are different from each other. Parameters describe the characteristics of a...

Statistics for data science

Data Science, Python

Difference Between append and extend in Python

by Vikram Singh

LAST UPDATED: September 19, 2023, 17:14 IST

Table of Content Difference Between append and Extend in Python: append vs. extendWhat is append in Python?What is extend in Python? Key Difference Between append and extend in Python What is...

Python

Data Science

Mathematics for Machine Learning

by Vikram Singh

LAST UPDATED: September 15, 2023, 14:36 IST

Mathematics and Machine Learning are two words that complement each other, and both always give mere thoughts to all learners. But don't worry; this blog will help you learn how...

machine learning, Maths for Data Science

Data Science

Top 10 Machine Learning Algorithms

by Vikram Singh

LAST UPDATED: September 14, 2023, 8:46 IST

Machine Learning is the branch of Artificial Intelligence that focuses on building models that can automatically learn and perform tasks based on data. A Machine Learning process involves Data Collection,...

machine learning

Data Science

Recall Formula: An Important Evaluation Metric in Machine Learning to Know Now

by Vikram Singh

LAST UPDATED: September 13, 2023, 10:10 IST

Precision and Recall are two important evaluation matrices in Machine Learning that evaluate the performance of the classification models, in particular binary classification. These matrices help make correct predictions and...

machine learning

Data Science

Canva Alternatives: Free and Paid Tools For Graphic Designs

by Jaya Sharma

LAST UPDATED: September 6, 2023, 19:22 IST

The following are the top free and paid Canva alternatives available in the market that you can use. Even professional designers can use them as graphic design tools. Table of...

Generative AI

Data Science

Random Variable in Probability

by Vikram Singh

LAST UPDATED: September 15, 2023, 16:26 IST

If you are an aspiring data scientist or statistician, one of the first questions is what random variables are and how they are associated with probability distribution. We will discuss...

Statistics for data science

Data Science

What is Regression Line – Formula, Calculation, Example, Application

by Atul Harsha

LAST UPDATED: August 28, 2023, 10:36 IST

Imagine you've just launched a brand-new type of sneaker on an online store. Every day, you run ads on social media platforms like Instagram and YouTube to promote your sneakers....

Statistics for data science

Data Science

Difference Between Bagging and Boosting

by Vikram Singh

LAST UPDATED: August 31, 2023, 10:29 IST

Bagging and Boosting are advanced ensemble methods in machine learning. The ensemble method is a machine learning technique that combines multiple base models/weak learners to create an optimal predictive model. Machine...

machine learning

Data Science

Multivariate Analysis Techniques for Data Exploration

by Rashmi Karan

LAST UPDATED: August 17, 2023, 13:11 IST

The evolution of information technology and data analytics has made it easier to make collection, storage and transportation processes of large databases (both in volume and complexity). A multivariate analysis...

Statistics for data science