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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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Cloud Platforms (AWS, Azure, Google Cloud)

CloudFormation

Cluster Analysis: Unveiling Hidden Groups in Complex Data

Clustering: Discovering Hidden Patterns in Unlabeled Data

Code Review: Definition, Types, and Purpose in Software Development

Code Splitting

Code Splitting
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Web and mobile development

Cohort Analysis: Tracking Customer Journeys Through Time

Collaborative Filtering: The Art of Predicting What You'll Love Next

Columnar Databases

Columnar Databases
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Data Engineering

Compliance as Code: Transforming Regulatory Nightmares into Automated Excellence

Computer Vision: Teaching Machines to See and Understand the World

Conditional GAN (cGAN)

Confidence Interval: Your Statistical Safety Net for Uncertain Estimates

Configuration Management: Ensuring System Consistency and Control

Confluence

Confusion Matrix: Your Machine Learning Model's Report Card

Containerization: The Foundation of Modern Software Deployment

Containerization (Docker)

Containerization (Docker)
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Web and mobile development

Content-based Filtering: Personalized Recommendations Through Item Intelligence

Content Delivery Network (CDN)

Content Delivery Network (CDN)
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Web and mobile development

Content Extraction

Content Management Systems (CMS)

Content Management Systems (CMS)
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Web and mobile development

Content Security Policy (CSP): Your Website's Digital Bodyguard

Continual Learning

Continual Learning
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Generative AI

Continuous Delivery: Mastering the Art of Release-Ready Software

Continuous Delivery (CD): Automated Software Deployment Explained

Continuous Deployment: Fast Software Delivery That Transforms Development

Continuous Integration: The Foundation of Modern Software Excellence

CI/CD: The Complete Software Delivery Automation Revolution

Continuous Testing

Contrastive Learning

Convolutional Neural Network (CNN)

Convolutional Neural Networks (CNN): The Visual Genius Behind AI

Cookies: Web Tracking & Session Storage That Powers the Internet

Correlation: Discovering Hidden Connections in Data Relationships

CORS: Breaking Down Browser Security Barriers Safely

Cross-Browser Testing

Cross-Browser Testing
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Web and mobile development

Cross-Entropy

Cross-entropy Loss

Cross-entropy Loss
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Generative AI

Cross-functional Teams: Breaking Down Silos for Revolutionary Results

Cross-Origin Resource Sharing: Navigating Web Security Boundaries

Cross-tabulation: Unveiling Hidden Patterns in Categorical Data

Cross-Validation: Meaning, Methods, Best Practices, and When to Use It in Machine Learning

CSS (Cascading Style Sheets)

CSS (Cascading Style Sheets)
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Web and mobile development

CSS Frameworks (Bootstrap, Tailwind CSS)

CSS Preprocessors (Sass, Less, Stylus)

CSS Preprocessors (Sass, Less, Stylus)
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Web and mobile development

CSS Selectors: The Precise Art of Styling Web Elements

CSV (Comma-Separated Values)

Curriculum Learning

Curriculum Learning
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Generative AI

Customer Lifetime Value (CLV): Predicting Your Most Profitable Relationships

CycleGAN

CycleGAN
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DevOps

D

DALL-E

DALL-E
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Generative AI

Dashboard

Dashboard
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Data Science

Data Aggregation

Data Aggregation
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Data Science

Data Analytics

Data Analytics
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Data Science

Data Anonymization

Data Anonymization
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Data Engineering

Data Archiving for Long-Term Retention and Compliance

Data Auditing

Data Auditing
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Data Engineering

Data Augmentation

Data Augmentation
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Data Science

Data Backup

Data Backup
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Data Engineering

Data Binding

Data Binding
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Web and mobile development

Data Binning

Data Binning
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Data Science

Data Catalog

Data Catalog
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Data Science

Data Cleaning

Data Cleaning
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Data Scraping

Data Cleansing

Data Cleansing
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Data Engineering

Data Compression

Data Compression
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Data Engineering

Data Deduplication

Data Deduplication
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Data Scraping

Data Drift

Data Drift
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Data Engineering

Data Drill-down

Data Drill-down
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Data Science

Data Encoding

Data Encoding
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Data Science

Data Encryption

Data Encryption
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Data Engineering

Data Enrichment

Data Enrichment
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Data Scraping

Data Ethics

Data Ethics
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Data Engineering

Data Extraction

Data Extraction
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Data Scraping

Data Governance

Data Governance
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Data Engineering

Data Harvesting

Data Imputation: Transforming Incomplete Datasets into Analytical Gold

Data Ingestion

Data Ingestion
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Data Engineering

Data Integration: Building Bridges Across Information Islands

Data Lake: The Ultimate Repository for Modern Data Landscapes

Data Lakes: Cloud-Powered Storage Revolution for Modern Analytics

Data Lifecycle Management: Governance, Retention, and Secure Data Deletion Across Systems

Data Lineage

Data Lineage
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Data Engineering

Data Mart

Data Mart
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Data Engineering

Data Masking

Data Masking
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Data Engineering

Data Migration

Data Migration
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Data Engineering

Data Mining

Data Mining
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Data Science

Data Modeling

Data Modeling
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Data Engineering

Data Normalization

Data Normalization
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Data Scraping

Data Ops

Data Ops
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Data Engineering

Data Parsing

Data Parsing
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Data Scraping

Data Partitioning

Data Partitioning
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Data Engineering

Data Pipeline

Data Pipeline
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Data Scraping

Data Preprocessing: Transforming Raw Data into Analytical Excellence

Data Privacy

Data Privacy
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Data Scraping

Data Profiling: Understanding, Measuring, and Evaluating Data Quality in Modern Systems

Data Quality: The Foundation of Trustworthy Business Intelligence

Data Quality Assurance

Data Replication: Ensuring High Availability and Consistency Across Distributed Data Systems

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