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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

Apache Airflow

Apache Airflow
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Data Engineering

Apache Kafka

Apache Kafka
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Data Engineering

Apache Spark

Apache Spark
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Data Engineering

API Integration

API Integration
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Data Engineering

Apache Hadoop

Apache Hadoop
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Data Engineering

Ad Hoc Analysis

Ad Hoc Analysis
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Data Science

Anomaly Detection

Anomaly Detection
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Data Science

AUC (Area Under the Curve)

Augmented Analytics

Anti-Scraping Measures

API Scraping

API Scraping
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Data Scraping

Asynchronous Scraping

Authentication Handling

Agile Methodology

AIOps

AIOps
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Data Scraping

Alerting

Alerting
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DevOps

Ansible

Ansible
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DevOps

Apache

Apache
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DevOps

API Gateway

Automation

Definition of AWS (Amazon Web Services)

Azure DevOps

Activation Functions

Adversarial Training

AI Alignment

AI Alignment
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Generative AI

AI Ethics

AI Ethics
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Generative AI

Attention Mechanism

Attention Mechanism
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Generative AI

Autoencoders

Autoencoders
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Generative AI

AutoML

AutoML
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Generative AI

API Documentation (Swagger, OpenAPI)

Apache Hive

Authentication

Amazon Redshift

AJAX (Asynchronous JavaScript and XML)

AWS (Amazon Web Services)

Autoencoder

Angular

Angular
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DevOps

Authorization

A/B Testing

Adversarial Network

B

Batch Processing

Batch Processing
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Data Engineering

Bayes' Theorem

Bayes' Theorem
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Data Science

Bayesian Optimization

Bias-Variance Tradeoff

Big Data

Big Data
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Data Science

Binomial Distribution

Bootstrapping

Bootstrapping
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Data Science

Box Plot

Box Plot
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Data Science

Business Intelligence (BI)

Beautiful Soup

Beautiful Soup
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Data Scraping

Backup and Recovery

Blameless Culture

Blue-Green Deployment

Backpropagation

Backpropagation
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Generative AI

Batch Normalization

Batch Normalization
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Generative AI

Beam Search

Beam Search
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Generative AI

BERT (Bidirectional Encoder Representations from Transformers)

Bias in AI

Bias in AI
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Generative AI

BLEU Score

BLEU Score
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Generative AI

Backend Development

Backend Development
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Web Applications

Behavior-Driven Development (BDD)

Browser Storage (Cookies, Local Storage, Session Storage)

Build Tools (Webpack, Rollup, Parcel)

Bundling

Bundling
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Web Applications

Browser Automation

Backend

Backend
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DevOps

Bootstrap

Bidirectional Encoder Representations from Transformers (BERT)

Bayesian Inference

Build Pipeline

C

CDC (Change Data Capture)

Columnar Databases

Columnar Databases
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Data Engineering

Causation

Causation
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Data Science

Churn Analysis

Churn Analysis
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Data Science

Classification

Classification
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Data Science

Cloud Analytics

Cloud Analytics
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Data Science

Cluster Analysis

Cluster Analysis
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Data Science

Clustering

Clustering
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Data Science

Cohort Analysis

Cohort Analysis
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Data Science

Collaborative Filtering

Computer Vision

Computer Vision
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Data Science

Confidence Interval

Confusion Matrix

Confusion Matrix
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Data Science

Content-based Filtering

Convolutional Neural Networks (CNN)

Correlation

Correlation
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Data Science

Cross-tabulation

Cross-tabulation
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Data Science

Cross-validation

Cross-validation
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Data Science

Customer Lifetime Value (CLV)

CAPTCHAs

CAPTCHAs
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Data Scraping

Change Detection

Change Detection
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Data Scraping

CI/CD for Scraping

CI/CD for Scraping
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Data Scraping

Cloud-based Scraping

Cookies

Cookies
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Data Scraping

CSS Selectors

CSS Selectors
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Data Scraping

CSV (Comma-Separated Values)

Canary Deployment

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