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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


  • P

    Packt

    Google Colab for Data Science & AI using Python

    Skills you'll gain: Plotly, Object Oriented Programming (OOP), Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Object Oriented Design, Interactive Data Visualization, Seaborn, Data Analysis, Scientific Visualization, File I/O, NumPy, Data Visualization Software, Data Structures, Restful API, Python Programming, Programming Principles, Computer Programming, Program Development

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Gen AI for Data Privacy & Protection

    Skills you'll gain: Generative AI, AI Security, Data Management, Data Loss Prevention, Security Awareness

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

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

    Category: Preview
    Preview
  • P

    Packt

    Foundations of Data Analysis with Pandas and Python

    Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Programming Principles, Python Programming, Data Structures, Development Environment, Package and Software Management, Software Installation, Object Oriented Programming (OOP)

    4.7 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Octave for Machine Learning: Data Analysis Mastery

    Skills you'll gain: Plot (Graphics), Scripting, Scientific Visualization, Data Visualization, Graphing, Scripting Languages, Data Visualization Software, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Statistical Methods, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Code Reusability, Python Programming, Data Analysis

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Troubleshooting Data Models in Looker

    Skills you'll gain: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Data Analysis, Data Visualization, Data Analysis Software, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Enabling Sensitive Data Protection Discovery for BigQuery

    Skills you'll gain: Data Management, Information Management, Data Loss Prevention, Data Security, Cloud Security, Data Access, Google Cloud Platform, Personally Identifiable Information, Identity and Access Management

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • P

    Packt

    Python for Data Visualization - A Beginner's Guide

    Skills you'll gain: Plot (Graphics), Pandas (Python Package), Data Visualization, Data Manipulation, Statistical Visualization, Data Processing, Data Import/Export, Regression Analysis

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Retrieve Data using Single-Table SQL Queries

    Skills you'll gain: SQL, Query Languages, Data Access, Database Software, Database Design, Relational Databases, Problem Solving

    4.6 stars, 335 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (335) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    Design and Build a Data Warehouse for Business Intelligence Implementation

    Skills you'll gain: Data Warehousing, Star Schema, Dashboard Creation, Data Visualization Software, MicroStrategy, Business Intelligence, Data Integration, Data Architecture, Extract, Transform, Load, Data Modeling, Case Studies, Business Intelligence Software, Data Management, PostgreSQL, SQL, Analytical Skills, Query Languages, Data Transformation

    4.6 stars, 294 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (294) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    ETL and Data Pipelines with Shell, Airflow and Kafka

    Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface

    4.5 stars, 464 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (464) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Analyze Data Using R for Statistical Analytics

    Skills you'll gain: Analytical Skills, Statistical Methods, Exploratory Data Analysis, R (Software), Business Analytics, Data Analysis, Statistical Analysis, Data Visualization, Analytics, Statistical Visualization, R Programming, Analysis, Statistical Programming, Predictive Analytics, Statistical Modeling, Data Structures, Statistical Software, Time Series Analysis and Forecasting, Data Manipulation, Regression Analysis

    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

  • Google Colab for Data Science & AI using Python: Packt
  • Gen AI for Data Privacy & Protection: Edureka
  • Foundations of Data Analysis with Pandas and Python: Packt
  • Octave for Machine Learning: Data Analysis Mastery: EDUCBA
  • Troubleshooting Data Models in Looker: Google Cloud
  • Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
  • Python for Data Visualization - A Beginner's Guide: Packt
  • Retrieve Data using Single-Table SQL Queries: Coursera
  • Design and Build a Data Warehouse for Business Intelligence Implementation: University of Colorado System
  • ETL and Data Pipelines with Shell, Airflow and Kafka: IBM

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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