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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

    Predict Taxi Fare with a BigQuery ML Forecasting Model

    Skills you'll gain: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Build Real world End-to-End AI Agents using AWS Bedrock

    Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Workflows, Model Deployment, Cloud Deployment, Tool Calling, Vector Databases

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    QuickBooks - Setups and Cleanups

    Skills you'll gain: QuickBooks (Accounting Software), Accounts Payable and Receivable, Reconciliation, Accounts Receivable, Financial Reporting, Accounts Payable, Data Cleansing, Tax Preparation, Tax Management, Accounting Software, Data Migration, Data Import/Export, Inventory Control

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Interactive Brokers

    Business and Consumer Activity and Confidence (US)

    Skills you'll gain: Market Data, Business Metrics, Financial Trading, Business Economics, Market Dynamics, Market Trend, Consumer Behaviour, Key Performance Indicators (KPIs), Economics, Financial Market, Investments, Financial Data, Forecasting, Financial Policy

    4.9 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Bash Shell Scripting: Automate, Process & Analyze

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Administration, Linux, Linux Commands, Scripting, Scripting Languages, grep, File Management, Command-Line Interface, System Configuration, Data Processing, File I/O, Data Analysis, User Accounts, Automation, Environment, DevOps, Administration

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Financial Modeling Starbucks: Analyze & Forecast

    Skills you'll gain: Financial Modeling, Strategic Decision-Making, Financial Forecasting, Operating Cost, Financial Analysis, Operating Expense, Financial Statement Analysis, Revenue Forecasting, Financial Data, Business Valuation, Financial Statements, Cash Flow Forecasting, Income Statement, Financial Reporting, Business Modeling, Working Capital, Trend Analysis, Balance Sheet, Investment Banking, Cash Flows

    5 stars, 22 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (22) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Sending and Scheduling Looks in Looker

    Skills you'll gain: Looker (Software), Data Sharing, Data Visualization, Data Visualization Software, Data Presentation, Google Cloud Platform, Data Analysis, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • L

    LearnKartS

    Deployment in GCP

    Skills you'll gain: Cloud Deployment, Infrastructure as Code (IaC), Google Cloud Platform, Application Deployment, Kubernetes, Google App Engine, CI/CD, Terraform, Continuous Deployment, Microservices, Cloud-Native Computing, Continuous Integration, Cloud Storage, Containerization, Cloud Management, Security Controls, Data Storage, DevOps, Virtual Machines, Analytics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Blender and 3D Modeling Techniques

    Skills you'll gain: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Graphical Tools, Model Optimization, Image Quality, Editing, Data Import/Export

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Decode HR Metrics

    Skills you'll gain: People Analytics, Excel Formulas, Data Storytelling, Report Writing, Technical Communication, Human Capital, Performance Metric, Human Resources, Key Performance Indicators (KPIs), Human Resource Management, Business Metrics, Microsoft Excel, Data Validation, Employee Retention, AI Enablement, Data Analysis, ChatGPT, Critical Thinking, Business Acumen

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Harnessing AI for Injury Prevention and Recovery in Football

    Skills you'll gain: Human Factors, Exercise Science, AI Personalization, Kinesiology, Decision Support Systems, Predictive Modeling, Health Technology, Biomedical Engineering, Machine Learning Methods, Machine Learning, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Modern Java - Mastering Features from Java 8 to Java 25

    Skills you'll gain: GitHub Copilot

    Intermediate · Course · 3 - 6 Months

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

  • Predict Taxi Fare with a BigQuery ML Forecasting Model: Google Cloud
  • Build Real world End-to-End AI Agents using AWS Bedrock: Packt
  • QuickBooks - Setups and Cleanups: Packt
  • Business and Consumer Activity and Confidence (US): Interactive Brokers
  • Bash Shell Scripting: Automate, Process & Analyze: EDUCBA
  • Financial Modeling Starbucks: Analyze & Forecast: EDUCBA
  • Sending and Scheduling Looks in Looker: Google Cloud
  • Deployment in GCP: LearnKartS
  • Introduction to Blender and 3D Modeling Techniques: Packt
  • Decode HR Metrics: 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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