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Glossary of Data Science and Development Terms

Your Comprehensive Guide to Understanding Key Concepts in Data Science, Machine Learning, and Software Development
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Software Architecture & Systems: The Complete Engineering Glossary

Software Development Core: The Complete Engineering Glossary

Spark Streaming

Spectral Normalization

Speech Recognition

Speech Recognition
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Generative AI

Spiders

Spiders
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DevOps

Splunk

Splunk
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DevOps

SQL: The Universal Language of Data Communication

SQL (Structured Query Language)

Sqoop

Sqoop
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DevOps

SSL/TLS

SSL/TLS
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Web and mobile development

Stable Diffusion

Stable Diffusion
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Generative AI

Star Schema

Star Schema
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Data Engineering

State Management (Redux, Vuex, MobX)

State Management (Redux, Vuex, MobX)
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Web and mobile development

Static Site Generation (SSG)

Static Site Generation (SSG)
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Web and mobile development

Static Site Generators (Gatsby, Next.js, Nuxt.js)

Statistical Analysis

Statistical Significance

Stratified Sampling

Streaming Analytics

Streaming Data: Real-Time Continuous Data Flow for Modern Systems

Stream Processing

Stream Processing
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Data Engineering

Stress Testing

StyleGAN

StyleGAN
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DevOps

Style Transfer

Style Transfer
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Generative AI

Super-resolution

Super-resolution
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Generative AI

Supervised Learning

Support Vector Machines (SVM)

Support Vector Machine (SVM)

SVG (Scalable Vector Graphics)

SVG (Scalable Vector Graphics)
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Web and mobile development

Synthetic Data

Synthetic Data Generation

SysOps

SysOps
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DevOps

T

T5 (Text-to-Text Transfer Transformer)

Talend

Talend
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DevOps

Task Runners (Gulp, Grunt)

Task Runners (Gulp, Grunt)
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Web and mobile development

Technical Debt

Temperature in Language Models

Template Engine

Teradata

Teradata
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DevOps

Terms of Service (ToS)

Terraform

Terraform
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DevOps

Test-Driven Development (TDD)

Test-Driven Development (TDD)
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Web and mobile development

Testing Automation

Testing (Unit, Integration, E2E)

Testing (Unit, Integration, E2E)
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Web and mobile development

Text Analytics

Text Analytics
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Data Science

Text Generation

Text Summarization

Text Summarization
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Generative AI

Text-to-Image

Text-to-Image
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Generative AI

Text-to-Speech

Text-to-Speech
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Generative AI

Text-to-Speech (TTS)

TF-IDF (Term Frequency-Inverse Document Frequency)

Time Series Analysis

Time-series Databases

Time-series Databases
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Data Engineering

Tokenization: Transforming Text Into Tokens for NLP and Generative AI Models

Topic Modeling

Topic Modeling
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Data Science

Top-k Sampling

Top-k Sampling
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Generative AI

Transfer Learning: Reusing Pre-Trained Models to Improve Performance on New Machine Learning Tasks

Transformation

Transformer

Transformer Architecture

Transformer Models

Transformer Models
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Data Science

Transformers

Transformers
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Generative AI

Travis CI: Definition, Features, and Role in Continuous Integration

Tree Shaking

Tree Shaking
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Web and mobile development

Trend Analysis

Trend Analysis
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Data Science

t-SNE (t-Distributed Stochastic Neighbor Embedding)

Turing Test

TypeScript

TypeScript
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Web and mobile development

U

UI/UX Design

UMAP (Uniform Manifold Approximation and Projection)

Underfitting

Underfitting
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Data Science

Unit Testing: Definition, Purpose, and Role in Software Development

Unsupervised Learning

User Agent

User Agent
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Data Scraping

User-Agent Spoofing

V

Variance

Variance
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DevOps

Variational Autoencoders (VAEs)

Variational Autoencoder (VAE)

Vault (HashiCorp)

Version Control

Version Control (Git)

Version Control (Git)
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Web and mobile development

Vertica

Vertica
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Data Engineering

Virtual DOM

Virtual DOM
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Web and mobile development

Virtual Machines (VMs): Definition, Core Concepts, and Practical Use Cases

Vision Transformer (ViT)

Vue.js

Vue.js
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DevOps

Vulnerability Scanning

W

W3C (World Wide Web Consortium)

W3C (World Wide Web Consortium)
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Web and mobile development

Wasserstein Generative Adversarial Network (WGAN)

Web Analytics: Metrics, Tools, and Optimization Best Practices

Web Animations API

Web Animations API
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Web and mobile development

WebAssembly

WebAssembly
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Web and mobile development

Web Components

Web Components
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Web and mobile development

Web Crawlers

Web Crawling

Web Crawling
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Data Scraping
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