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Data Collection Courses

Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.


Popular Data Collection Courses and Certifications


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    Pragmatic AI Labs

    Zig From Zero

    Skills you'll gain: Rust (Programming Language), Containerization, Other Programming Languages, Go (Programming Language), Application Deployment, Docker (Software), Embedded Systems, C and C++, Cross Platform Development, Performance Tuning, Interoperability, Memory Management, Command-Line Interface, Cloud Computing, Software Engineering, Data Engineering

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Universidad Austral

    Procesamiento de Lenguaje Natural

    Skills you'll gain: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Algorithms, Data Cleansing, Artificial Neural Networks, Machine Learning Methods, Data Manipulation, Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, AI Orchestration, Systems Architecture, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    56 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Share Knowledge Effectively

    Skills you'll gain: Knowledge Transfer, Data Sharing, Document Management, Project Documentation, Information Architecture, Workflow Management, Operational Efficiency, Content Management, Information Management, Digital Communications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    PostgreSQL 17: Core Concepts and Advanced SQL Techniques

    Skills you'll gain: PostgreSQL, SQL, Database Management, Transaction Processing, Databases, Database Management Systems, Data Management, Query Languages, JSON, Performance Tuning, Database Design, Data Access, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Stream Real-Time Geo

    Skills you'll gain: Leaflet (Software), Dashboard Creation, Geospatial Information and Technology, Global Positioning Systems, Spatial Data Analysis, Geospatial Mapping, Internet Of Things, Systems Integration, Frontend Performance, Network Troubleshooting

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    EDUCBA

    SSIS: Design, Implement & Automate ETL Workflows

    Skills you'll gain: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Advanced Analytics, Pivot Tables And Charts, Data Processing, SQL, Dataflow, Workflow Management

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 3 Months

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    John Wiley & Sons

    Security & Compliance: Crypto, Risk, and Response

    Skills you'll gain: Incident Response, Security Management, Computer Security Incident Management, Security Strategy, Cloud Security, Cryptographic Protocols, Cybersecurity, Cyber Governance, Cryptography, Public Key Infrastructure, Network Security, Digital Forensics, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    LearnKartS

    MCP Servers & Agentic AI Architecture

    Skills you'll gain: Model Context Protocol, Vector Databases, Agentic Workflows, Tool Calling, Agentic systems, AI Workflows, Google Gemini, Server Side, Gemini, Generative AI Agents, AI Integrations, Embeddings, Node.JS, Retrieval-Augmented Generation, Large Language Modeling, Web Development, PostgreSQL, Data Processing, Data Modeling, Javascript

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Identifying Patient Populations

    Skills you'll gain: Data Manipulation, Informatics, Clinical Informatics, Data Science, Health Informatics, Clinical Data Management, Classification Algorithms, Analytics, Model Evaluation, Data Validation, Performance Testing

    4.5
    Rating, 4.5 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Meta

    Meta React

    Skills you'll gain: Jest (JavaScript Testing Framework), React.js, Event-Driven Programming, UI Components, Web Development Tools, Code Reusability, Front-End Web Development, JavaScript Frameworks, Application Programming Interface (API), Web Applications, Unit Testing, Application Development, Software Design Patterns, Javascript, Development Environment, Context Management, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Dataflow

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Google Cloud

    Fundamentos do BigQuery para profissionais de Teradata

    Skills you'll gain: Teradata SQL, Query Languages, Identity and Access Management, Big Data, Google Cloud Platform, Data Mapping, Role-Based Access Control (RBAC), SQL, Data Import/Export, Data Migration, Data Access, Database Design, Relational Databases, Database Architecture and Administration, Data Integration, Data Sharing, Data Modeling, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Model Training, Data Processing, AI Workflows, Data Preprocessing, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
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    196 reviews

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data collection courses

  • Zig From Zero: Pragmatic AI Labs
  • Procesamiento de Lenguaje Natural: Universidad Austral
  • Share Knowledge Effectively: Coursera
  • PostgreSQL 17: Core Concepts and Advanced SQL Techniques: Packt
  • Stream Real-Time Geo: Coursera
  • SSIS: Design, Implement & Automate ETL Workflows: EDUCBA
  • Security & Compliance: Crypto, Risk, and Response: John Wiley & Sons
  • MCP Servers & Agentic AI Architecture: LearnKartS
  • Identifying Patient Populations: University of Colorado System
  • Meta React: Meta

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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