Data Science Articles

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Risto Hinno Risto Hinno
Updated on August 09, 2024

Singular Value Decomposition (SVD) Algorithm Explained

Singular value decomposition (SVD) is a matrix factorization method that generalizes the eigendecomposition of a square matrix to any matrix. Here’s how it works.

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Rogers Jeffrey Leo John Rogers Jeffrey Leo John
Updated on August 09, 2024

An LLM Is Like a Hungry Bear. Be Careful What You Feed It.

LLMs promise to democratize data science, but they also pose grave security risks if we’re not careful. Our expert offers tips for staying safe

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K. Jagathish K. Jagathish
Updated on August 08, 2024

grep Command in Linux and Unix: A Tutorial

The grep command is a tool in Linux and Unix that’s used to search for specific text within files, such as words, phrases or patterns. Learn the code.

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Anmolika Singh Anmolika Singh
Updated on August 08, 2024

Guide to Power Analysis and Statistical Power

Power analysis is a process that involves evaluating a test’s statistical power to determine the necessary sample size for a hypothesis test. Learn more.

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Vibhor Nigam Vibhor Nigam
Updated on August 06, 2024

T-Test vs. Chi-Square Test: Differences and When to Use Each

Here are the differences between a t-test, a chi-square test and other statistical tests, plus when you should use them.

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Prashanth Xavier Prashanth Xavier
Updated on August 06, 2024

A Guide to Reading and Writing CSV Files and More in Apache Spark

Apache Spark is a big data processing framework that can be used to read and write data for CSV, JSON, Parquet and Delta Lake. Here’s how.

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Benedict Neo Benedict Neo
Updated on August 06, 2024

8 Types of Data Analysis

The different types of data analysis include descriptive, diagnostic, exploratory, inferential, predictive, causal, mechanistic and prescriptive. Here’s what you need to know about each one.

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Derek Ashmore Derek Ashmore
Updated on August 05, 2024

3 Times You Should Skip Infrastructure-as-Code in DevOps

To thrive at DevOps, recognizing when not to use IaC is just as critical as knowing when to use it.

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Vihar Kurama Vihar Kurama
Updated on August 01, 2024

Regression in Machine Learning: Definition and Examples of Different Models

The ultimate goal of the regression algorithm is to plot a best-fit line or a curve between the data.

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Richard Farnworth Richard Farnworth
Updated on August 01, 2024

The Birthday Paradox Explained

The birthday paradox is the probability theory that the probability of two people sharing the same birthday grows with the number of possible pairings. 

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