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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


  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, AI Workflows, Cloud Infrastructure, Agentic Workflows, Big Data, Data Infrastructure, Model Deployment, Natural Language Processing, Prompt Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Large Language Modeling, Machine Learning

    Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Sistemas e Tecnologias Digitais nas Organizações

    Skills you'll gain: Digital Transformation, Social Media, E-Commerce, Social Media Management, Organizational Development, Business Modeling, Management Information Systems, Technology Strategies, Business Technologies, Business Communication, Systems Integration, Emerging Technologies, System Implementation, Information Systems, Enterprise Resource Planning, Internet Of Things

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Static Website Hosting and Cross-Region Replication

    Skills you'll gain: Disaster Recovery, Amazon Web Services, Amazon S3, Cloud Hosting, Cloud Storage, Cloud Deployment, Public Cloud, AWS Identity and Access Management (IAM), Identity and Access Management

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced Ruby Programming and Object-Oriented Design

    Skills you'll gain: File I/O, Test Tools, Application Design, Test Case, Software Documentation, Code Reusability, Technical Documentation, Package and Software Management

    Advanced · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AI Engineer Explorer Course

    Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Data Visualization, Machine Learning Methods, Supervised Learning, Statistical Methods, Statistics, Data Literacy, Probability, Artificial Intelligence and Machine Learning (AI/ML), Statistical Analysis, Computer Programming, Mathematics and Mathematical Modeling, Data Processing

    Intermediate · Course · 1 - 3 Months

  • M

    Minnesota State University, Mankato

    Core Human Resources Functions and Strategic Impact

    Skills you'll gain: Human Resource Management, Human Capital, People Analytics, Family and Medical Leave Act of 1993, Performance Metric, Labor Compliance, Employee Relations, People Development, Talent Acquisition, Law, Regulation, and Compliance, Recruitment Strategies, Employee Engagement, Business Ethics, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Boost Staff Morale: Analyze and Create Engagement

    Skills you'll gain: Employee Engagement, Performance Metric, Staff Management, Driving engagement, Education Software and Technology, People Analytics, Key Performance Indicators (KPIs), Employee Relations, Program Evaluation, Program Management, Organizational Leadership, Change Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Memory Safety and Structuring Programs

    Skills you'll gain: Rust (Programming Language), Memory Management, System Programming, Other Programming Languages, Code Reusability, Secure Coding, Data Structures, Data Sharing, Data Management, Data Access

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Cloud SQL for PostgreSQL Database Observability and Tuning

    Skills you'll gain: PostgreSQL, Performance Tuning, Database Management, Google Cloud Platform, Database Software, SQL, Data Management, Application Performance Management, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Análise de Segmentação de Mercado

    Skills you'll gain: Exploratory Data Analysis, Customer Analysis, Market Analysis, Marketing Analytics, Customer Insights, Big Data, Data Mining, Analytics, Target Market, Data Analysis, Target Audience, R Programming, R (Software), Unsupervised Learning, Data-Driven Decision-Making, Machine Learning Algorithms, Descriptive Statistics, Statistical Modeling, Data Strategy, Consumer Behaviour

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Skillshare

    Advanced Guide to Adobe InDesign CC: Tables & Effects

    Skills you'll gain: Adobe InDesign, Layout Design, Computer Graphic Techniques, Adobe Creative Cloud, Graphics Software, Graphic and Visual Design, Typography, Graphic Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Introdução ao Marketing Digital

    Skills you'll gain: Digital Marketing Tools, Marketing Strategies, Strategic Marketing, Marketing, Digital Marketing, Marketing Planning, Marketing Operations, Marketing Management, Persona Development, Target Market, Target Audience, Consumer Behaviour, Customer Insights, Digital Transformation, Integrated Marketing Communications

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Introduction to AI and Machine Learning on GC - Deutsch: Google Cloud
  • Sistemas e Tecnologias Digitais nas Organizações: Fundação Instituto de Administração
  • Static Website Hosting and Cross-Region Replication: Coursera
  • Advanced Ruby Programming and Object-Oriented Design: Packt
  • AI Engineer Explorer Course: Packt
  • Core Human Resources Functions and Strategic Impact: Minnesota State University, Mankato
  • Boost Staff Morale: Analyze and Create Engagement: Coursera
  • Memory Safety and Structuring Programs: Packt
  • Cloud SQL for PostgreSQL Database Observability and Tuning: Google Cloud
  • Análise de Segmentação de Mercado: Fundação Instituto de Administração

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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