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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


  • C

    Coursera

    The Role of the CEO in Navigating GenAI

    Skills you'll gain: Generative AI, Large Language Modeling, Internal Communications, Communication, Strategic Leadership, Leadership, Business Transformation, Strategic Decision-Making, Business Strategy, Decision Making

    ★ 4.8 (143) · Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    ETL Pipelines with Rust

    Skills you'll gain: Extract, Transform, Load, Rust (Programming Language), Data Pipelines, JSON, Other Programming Languages, Data Import/Export, Data Integrity, Testability, Data Validation, Data Quality, Test Tools, Software Testing, Data Loss Prevention

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Applied Machine Learning, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    ★ 4.4 (84) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Governance, Marketing Analytics, Data Presentation, Data Visualization, Business Workflow Analysis, Business Analytics, Data-Driven Marketing, Accounting, Data Management, Storytelling, Data Collection, Data Quality, Data Visualization Software, Classification Algorithms, Business Analysis, Analytics, Data Analysis, Power BI, Machine Learning

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    Planning a Generative AI Project

    Skills you'll gain: Generative AI, Generative Model Architectures, AI Product Strategy, AI Enablement, Risking, Communication

    ★ 4.5 (161) · Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    CompTIA DataSys+ Study Guide

    Skills you'll gain: Database Administration, Disaster Recovery, Database Architecture and Administration, Database Systems, Database Management, Database Management Systems, Operational Databases, Data Maintenance, Relational Databases, Databases, Database Design, Data Management, Business Continuity Planning, Database Software, Database Theory, Transaction Processing, Data Governance, Data Security, SQL, Business Continuity

    Intermediate · Specialization · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Statistical Analysis, SPSS, Statistical Modeling, Statistical Software, Correlation Analysis, Statistical Methods, SPSS (Software), Regression Analysis, Mathematical Modeling, Data Analysis Software, Data Integration, Advanced Analytics, Research Methodologies, Mathematical Software, Data Analysis, Science and Research, Model Evaluation, Dimensionality Reduction, Data Import/Export

    ★ 4.8 (96) · Mixed · Course · 3 - 6 Months

  • U

    University of California, Davis

    Google SEO Fundamentals

    Skills you'll gain: Search Engine Optimization, Keyword Research, Web Analytics and SEO, Content Optimization, Digital Marketing, Content Strategy, Marketing, Customer Analysis, Earned Media, Content Creation, Social Media, User Experience

    ★ 4.8 (3.7K) · Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Crafting User-First Product Experiences in the AI Era

    Skills you'll gain: Competitive Analysis, Market Research, User Story, User Interface (UI), Competitive Intelligence, User Interface and User Experience (UI/UX) Design, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, UI/UX Strategy, New Product Development, Product Management, Product Lifecycle Management, Product Roadmaps, Data Ethics, Law, Regulation, and Compliance, Responsible AI, Data Governance

    ★ 4.6 (378) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Cloud SQL Infrastructure, Security, and Reliability

    Skills you'll gain: Data Infrastructure, Data Architecture, Cloud Infrastructure, Cloud Engineering, Data Warehousing, Capacity Planning, Infrastructure as Code (IaC), Database Architecture and Administration, Cloud Security, Disaster Recovery, Capacity Management, Terraform, Data Security, Site Reliability Engineering, Problem Management, Solution Architecture, Resource Management, Business Continuity Planning, Performance Analysis, Cost Benefit Analysis

    Advanced · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Cloud Support Associate

    Skills you'll gain: Microsoft Azure, Generative AI, Data Storage Technologies, Virtual Networking, Dashboard Creation, Data Storage, Hybrid Cloud Computing, Generative Model Architectures, Enterprise Application Management, Hardware Troubleshooting, Cloud Computing, Data Management, Virtualization and Virtual Machines, Data Maintenance, Collaborative Software, System Support, System Configuration, Network Protocols, TCP/IP, Security Controls

    ★ 4.7 (1.6K) · Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Technology & Project Enablement

    Skills you'll gain: Risk Mitigation, People Analytics, Project Planning, Risk Analysis, Project Risk Management, Dashboard Creation, Data Import/Export, Human Resources Software, HR Tech, Project Coordination, Risk Management, Data Manipulation, Data Wrangling, Data Processing, Workforce Planning, Milestones (Project Management), Timelines, Data Preprocessing, Data Pipelines, Information Technology

    Advanced · Course · 1 - 3 Months

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

  • The Role of the CEO in Navigating GenAI: Coursera
  • ETL Pipelines with Rust: Pragmatic AI Labs
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Business Analytics: University of Illinois Urbana-Champaign
  • Planning a Generative AI Project: Amazon Web Services
  • CompTIA DataSys+ Study Guide: John Wiley & Sons
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
  • Google SEO Fundamentals: University of California, Davis
  • Crafting User-First Product Experiences in the AI Era: Microsoft
  • Cloud SQL Infrastructure, Security, and Reliability: Coursera

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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