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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


  • U

    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    AI-Powered Data Analysis with Microsoft Copilot

    Skills you'll gain: Microsoft Copilot, Data Visualization, Data Analysis, Interactive Data Visualization, Data Presentation, Exploratory Data Analysis, Data Storytelling, Data Visualization Software, Dashboard, Data Cleansing, Microsoft Excel, AI Workflows, Microsoft PowerPoint, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Excel Formulas, Data Architecture, Excel Macros, Generative AI, Microsoft Windows

    5 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (8) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build Streaming Data Pipelines on Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Data Integration, Data Processing, Data Import/Export, Time Series Analysis and Forecasting, Analysis, Data Transformation, Data Storage, Managed Services

    4.6 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Workflow Automation with n8n: Logic, Data & Error Handling

    Skills you'll gain: Make.com, Email Automation, Automation, Business Process Automation, No-Code Development, Data Processing, Automation Engineering, JSON, Data Transformation, AI Workflows, Data Import/Export, Robotic Process Automation, Data Integration, AI Integrations, Debugging, Productivity, API Design, Digital Transformation

    4.7 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Finding Data in Google Sheets

    Skills you'll gain: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Google Workspace, Data Transformation, Data Cleansing, Data Management, Data Analysis, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Data: Visualize, Summarize, and R

    Skills you'll gain: Exploratory Data Analysis, Data Literacy, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Tidyverse (R Package), Data Manipulation, Statistical Visualization, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    PySpark & Python: Hands-On Guide to Data Processing

    4.4 stars, 42 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Data Ingestion, Analysis, and Monitoring in Sumo Logic

    Skills you'll gain: System Monitoring, Dashboard, Security Information and Event Management (SIEM), Dashboard Creation, Site Reliability Engineering, Event Monitoring, Network Monitoring, Continuous Monitoring, Analytics, Data Cleansing, Data Processing, Data Preprocessing, System Configuration, Data Integration, Query Languages, Analysis, Data Analysis, Performance Tuning, Cybersecurity, Incident Response

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Simplilearn

    Excel and Google Sheets for Data Analysis Training

    Skills you'll gain: Spreadsheet Software, Dashboard Creation, Dashboard, Google Sheets, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Business Reporting, Data Cleansing, Data Wrangling, Data Manipulation, Data Presentation, Data Analysis, Collaborative Software, Data Visualization, Data Transformation, Data Preprocessing, Data Literacy, Analytical Skills, Statistical Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Seaborn with Python: Data Visualization for Beginners

    Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Visualization, Data Presentation, Data Visualization Software, Interactive Data Visualization, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Python Programming

    4.4 stars, 23 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (23) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Visualize Data Using Power BI

    Skills you'll gain: Data Presentation, Dashboard Creation, Business Reporting, Business Intelligence Software, Data Analysis Software

    4.8 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Building and Evaluating Data Agents

    Skills you'll gain: AI Workflows, Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Generative AI, Large Language Modeling

    3.5 stars, 8 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 3.5 (8) · Intermediate · Project · Less Than 2 Hours

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

  • Logistic Regression and Prediction for Health Data: University of Michigan
  • AI-Powered Data Analysis with Microsoft Copilot: SkillsBooster Academy
  • Build Streaming Data Pipelines on Google Cloud: Google Cloud
  • Workflow Automation with n8n: Logic, Data & Error Handling: LearnKartS
  • Finding Data in Google Sheets: Google Cloud
  • Analyze Data: Visualize, Summarize, and R: Coursera
  • PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
  • Data Ingestion, Analysis, and Monitoring in Sumo Logic: Packt
  • Excel and Google Sheets for Data Analysis Training: Simplilearn
  • Seaborn with Python: Data Visualization for Beginners: EDUCBA

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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