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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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A

A/B Testing

Activation Functions

Ad Hoc Analysis

Ad Hoc Analysis
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Data Science

Adversarial Network

Adversarial Training

Agile Methodology

AI Alignment

AI Alignment
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Generative AI

AI Ethics

AI Ethics
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Generative AI

AIOps

AIOps
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Data Scraping

AJAX (Asynchronous JavaScript and XML)

Alerting

Alerting
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DevOps

Amazon Redshift

Angular

Angular
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DevOps

Anomaly Detection

Anomaly Detection
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Data Science

Ansible

Ansible
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DevOps

Anti-Scraping Measures

Apache

Apache
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DevOps

Apache Airflow

Apache Airflow
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Data Engineering

Apache Hadoop

Apache Hadoop
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Data Engineering

Apache Hive

Apache Kafka

Apache Kafka
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Data Engineering

Apache Spark

Apache Spark
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Data Engineering

API Documentation (Swagger, OpenAPI)

API Documentation (Swagger, OpenAPI)
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Web and mobile development

API Gateway

API Integration

API Integration
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Data Engineering

API Scraping

API Scraping
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Data Scraping

Asynchronous Scraping

Attention Mechanism

Attention Mechanism
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Generative AI

AUC (Area Under the Curve)

Augmented Analytics

Authentication

Authentication Handling

Authorization

Autoencoder

Autoencoders

Autoencoders
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Generative AI

Automation

AutoML

AutoML
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Generative AI

AWS (Amazon Web Services)

Azure DevOps

B

Backend

Backend
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DevOps

Backend Development

Backend Development
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Web and mobile development

Backpropagation

Backpropagation
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Generative AI

Backup and Recovery

Batch Normalization

Batch Normalization
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Generative AI

Batch Processing

Batch Processing
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Data Engineering

Bayes' Theorem

Bayes' Theorem
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Data Science

Bayesian Inference

Bayesian Optimization

Beam Search

Beam Search
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Generative AI

Beautiful Soup

Beautiful Soup
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Data Scraping

Behavior-Driven Development (BDD)

Behavior-Driven Development (BDD)
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Web and mobile development

BERT (Bidirectional Encoder Representations from Transformers)

Bias in AI

Bias in AI
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Generative AI

Bias-Variance Tradeoff

Bidirectional Encoder Representations from Transformers (BERT)

Big Data

Big Data
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Data Science

Binomial Distribution

Blameless Culture

BLEU Score

BLEU Score
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Generative AI

Blue-Green Deployment

Bootstrap

Bootstrap
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DevOps

Bootstrapping

Bootstrapping
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Data Science

Box Plot

Box Plot
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Data Science

Browser Automation

Browser Storage (Cookies, Local Storage, Session Storage)

Build Pipeline

Build Tools (Webpack, Rollup, Parcel)

Build Tools (Webpack, Rollup, Parcel)
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Web and mobile development

Bundling

Bundling
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Web and mobile development

Business Intelligence (BI)

C

Caching

Caching
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Web and mobile development

Canary Deployment

Canvas API

Canvas API
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Web and mobile development

Capacity Planning

CAPTCHA

CAPTCHA
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DevOps

CAPTCHA Solving

CAPTCHAs

CAPTCHAs
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Data Scraping

Cassandra

Cassandra
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DevOps

Cattle vs Pets (Server Management)

Causation

Causation
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Data Science

CDC (Change Data Capture)

CDN (Content Delivery Network)

Chain-of-Thought Prompting

Change Detection

Change Detection
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Data Scraping

Chaos Engineering

ChatOps

ChatOps
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DevOps

Chef

Chef
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DevOps

Churn Analysis

Churn Analysis
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Data Science

CI/CD (Continuous Integration/Continuous Deployment)

CI/CD for Scraping

CI/CD for Scraping
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Data Scraping

CI/CD Pipeline

CircleCI

CircleCI
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DevOps

Classification

Classification
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Data Science

Client-Server Model

Client-Side Rendering (CSR)

Client-Side Rendering (CSR)
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Web and mobile development

Cloud Analytics

Cloud Analytics
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Data Science

Cloud-based Scraping

Cloud Computing

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