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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


  • M

    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Model Deployment, Responsible AI, Model Training, Microsoft Azure, Data Science, Applied Machine Learning, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, Model Evaluation, Machine Learning Methods, Machine Learning, Data Preprocessing

    4.4 stars, 80 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (80) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Excel VLOOKUP Mastery for Real-World Data Analysis

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Business Reporting, Analytical Skills, Business Analytics, Microsoft Office, Data Management, Productivity

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Engineering & Pipeline Reliability for Machine Learning

    Skills you'll gain: Data Preprocessing, Data Cleansing, Data Pipelines, Feature Engineering, Data Quality, MLOps (Machine Learning Operations), Extract, Transform, Load, Data Transformation, Data Integration, Dataflow, Development Environment, Data Wrangling, Apache Airflow, Package and Software Management, Git (Version Control System), Quality Assurance, Exploratory Data Analysis, Cost Management, Resource Utilization, Virtual Environment

    Intermediate · Course · 1 - 3 Months

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

    Google Cloud

    Serverless Data Processing Dataflow em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Serverless Computing, Identity and Access Management, Cloud Security, Real Time Data, Data Processing, Data Security, Debugging, Google Cloud Platform, Data Integrity, CI/CD, Performance Tuning, Role-Based Access Control (RBAC), Data Import/Export, System Monitoring, Unit Testing, Data Transformation, Interoperability

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors

    Skills you'll gain: MySQL, Google Cloud Platform, Data Mining, Microsoft SQL Servers, Cloud API, PostgreSQL, Metadata Management, Cloud Management

    4.8 stars, 12 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (12) · Beginner · Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply Postman APIs for Customer Data Management

    Skills you'll gain: Web Applications, Program Development, Virtual Environment

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Internet of Things: Connectivity and Data Intelligence

    Skills you'll gain: Internet Of Things, TCP/IP, Network Protocols, Telecommunications, General Networking, Communication Systems, Wireless Networks, Distributed Computing, Cloud Services, Electrical Wiring, Cloud Storage, Microarchitecture, Field-Programmable Gate Array (FPGA), Restful API, Cloud Solutions, Electrical Equipment, Basic Electrical Systems, Power Electronics, Electrical Power, Electric Power Systems

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Database Systems, Interactive Data Visualization, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications

    4.8 stars, 9.4K reviews, Advanced, Professional Certificate, 3 - 6 Months

    ★ 4.8 (9.4K) · Advanced · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Dashboard Creation, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Data Analysis, Statistical Analysis, Data Manipulation, Interactive Data Visualization, Scatter Plots, Data Presentation, Time Series Analysis and Forecasting, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Deutsch

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Data-Driven Marketing, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Campaign Planning, Predictive Analytics, Predictive Modeling, LLM Application, Large Language Modeling, Forecasting

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Designing Data Storage and Integration Solutions in Azure

    Skills you'll gain: Data Integration, Microsoft Azure, Data Storage Technologies, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Storage, Cloud Security, NoSQL, Encryption, Relational Databases, Security Controls, Scalability, Performance Tuning, Database Management, Identity and Access Management, Business Intelligence

    Intermediate · Course · 1 - 3 Months

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

  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Excel VLOOKUP Mastery for Real-World Data Analysis: LearnKartS
  • Data Engineering & Pipeline Reliability for Machine Learning: Coursera
  • Serverless Data Processing Dataflow em Português Brasileiro: Google Cloud
  • Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors: Google Cloud
  • Apply Postman APIs for Customer Data Management: EDUCBA
  • Internet of Things: Connectivity and Data Intelligence: CertNexus
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Google Business Intelligence: Google
  • Analyze and Visualize Data Using Splunk Statistics: 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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