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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


  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Python Programming, Programming Principles, User Interface (UI) Design, Computational Thinking, Object Oriented Programming (OOP), Numerical Analysis

    ★ 4.9 (163) · Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep DP-300: Azure Database Administrator Associate

    Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Operational Databases, Transact-SQL, Database Architecture and Administration, Database Management Systems, Performance Tuning, SQL, Cloud Computing, Security Controls, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines

    ★ 3.9 (15) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Foundations of 3D Modelling in Blender

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Graphical Tools, Computer Graphics, Animation and Game Design, Model Optimization, User Interface (UI)

    ★ 4.2 (33) · Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Gemini Enterprise

    Skills you'll gain: Google Gemini, Generative AI Agents, Google Cloud Platform, Cloud Security, Google Workspace, Agentic Workflows, AI Workflows, Agentic systems, Data Access, LLM Application, Large Language Modeling, Enterprise Security, Data Store, Data Integration, Artificial Intelligence, Case Studies, Data Security, Authorization (Computing), Application Deployment, Retrieval-Augmented Generation

    ★ 3.4 (10) · Beginner · Course · 1 - 3 Months

  • S

    Scrum Alliance

    Agile for the Modern Product Manager

    Skills you'll gain: Prompt Engineering, User Story, Responsible AI, Business Metrics, Agile Product Development, Performance Metric, Performance Measurement, Prompt Engineering Tools, Data-Driven Decision-Making, Data Storytelling, Key Performance Indicators (KPIs), Team Building, AI Workflows, Technical Communication, Product Planning, Brainstorming, AI powered creativity, Agile Project Management, Agile Methodology, Project Management

    ★ 3.4 (9) · Beginner · Specialization · 3 - 6 Months

  • H

    Harvard Business Review

    Lead with Technology and AI

    Skills you'll gain: Generative AI, Prompt Engineering, Responsible AI, Data-Driven Decision-Making, AI Enablement, AI literacy, Data Literacy, Market Opportunities, Digital Transformation, digital literacy, Innovation, Technology Strategies, Culture Transformation, Leadership, Team Motivation, Prioritization

    ★ 4.7 (13) · Intermediate · Course · 1 - 4 Weeks

  • Y

    Yale University

    Digital Media for Health Outcomes, English

    Skills you'll gain: Health Promotion, Media and Communications, Program Evaluation, Digital Analysis, Surveys, Digital Communications, Persuasive Communication, Behavioral Economics

    ★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Implementing Parent Feedback with Google Forms

    Skills you'll gain: Surveys, Survey Creation, User Feedback, Parent Communication, Constructive Feedback, Teaching, Professional Development, Instructional Strategies

    ★ 4.9 (84) · Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Nacional Autónoma de México

    Evaluación auténtica

    Skills you'll gain: Program Evaluation, Student-Centred Learning, Curriculum Planning, Pedagogy, Interactive Learning, Education and Training, Learning Theory, Data Collection, Student Engagement, Innovation, Social Impact, Research Methodologies, Learning Strategies

    ★ 4.9 (42) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Flutter & Dart - Complete App Development Course

    Skills you'll gain: User Interface (UI) Design, Data Persistence, Data Store, Object Oriented Design, Database Application, Interactive Data Visualization, Database Management, Real Time Data, Program Development, Package and Software Management, Computer Programming, Code Reusability, Data Management, Software Installation, Data Modeling

    ★ 4.6 (32) · Intermediate · Specialization · 1 - 3 Months

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

  • Introduction to Analytics Engineering: Edureka
  • 用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3)): National Taiwan University
  • Exam Prep DP-300: Azure Database Administrator Associate: Whizlabs
  • Foundations of 3D Modelling in Blender: Packt
  • Introduction to Gemini Enterprise: Google Cloud
  • Agile for the Modern Product Manager: Scrum Alliance
  • Lead with Technology and AI: Harvard Business Review
  • Digital Media for Health Outcomes, English: Yale University
  • Implementing Parent Feedback with Google Forms: Coursera
  • Evaluación auténtica: Universidad Nacional Autónoma de México

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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