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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

    AI for App Building

    Skills you'll gain: Google Gemini, Generative AI, Artificial Intelligence, Google Workspace, AI Personalization

    4.8 stars, 3.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Discover the Art of Prompting

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, AI literacy, LLM Application, Content Creation

    4.8 stars, 2.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Markov Model, Embeddings, Applied Machine Learning, Dimensionality Reduction, Large Language Modeling, Text Mining, Statistical Machine Learning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, Deep Learning, Tensorflow, Machine Learning Methods, Logistic Regression, Feature Engineering, Keras (Neural Network Library)

    4.6 stars, 6.2K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (6.2K) · Intermediate · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    IBM

    IBM Relational Database Administrator with GenAI

    Skills you'll gain: Extract, Transform, Load, Database Administration, Data Warehousing, Web Scraping, Data Engineering, Data Pipelines, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Linux Commands, SQL, Apache Kafka, Bash (Scripting Language), Apache Airflow, Shell Script, Data Store, Generative AI, Data Import/Export, Data Security

    4.6 stars, 62K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (62K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Microsoft Fabric Lakehouse Essentials

    Skills you'll gain: Data Lakes, Transact-SQL, Real Time Data, Microsoft Azure, Data Warehousing, Data Transformation, Performance Tuning, Data Manipulation, Data Integration, Data Processing, Data Pipelines, Apache Spark, Data Cleansing, File Management, Analytics, Data Storage

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Amsterdam

    Basic Statistics

    Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Quantitative Research, Data Analysis Software

    4.6 stars, 4.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (4.7K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Accelerating Analytics with Copilot in Power BI and Fabric

    Skills you'll gain: Microsoft Copilot, Power BI, Data Analysis Expressions (DAX), Microsoft Power Platform, Data Storytelling, Business Metrics, Performance Measurement, Key Performance Indicators (KPIs), Data Lakes, Business Intelligence, Data Presentation, Dashboard, Dashboard Creation, Analytics, Performance Metric, Microsoft Azure, Business Analytics, AI literacy, AI Workflows, Management Reporting

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • J

    Johns Hopkins University

    Statistical Inference

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability, Statistics, Bayesian Statistics, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability Distribution, Sampling (Statistics), Sample Size Determination, Data Analysis

    4.2 stars, 4.5K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.2 (4.5K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    AI for Content Creation

    Skills you'll gain: AI powered creativity, Visual Storytelling, Multimodal Prompts, Generative AI, AI literacy, AI Personalization, Creative Design, Ideation, Artificial Intelligence, Google Workspace

    4.6 stars, 605 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Introduction and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering Tools, AI literacy, Multimodal Prompts, ChatGPT, AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

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

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

    Status: Free trial
    Free trial
  • U

    Unilever

    Supply Chain Management and Analytics

    Skills you'll gain: Supply Chain, Demand Planning, Supply Chain Management, Supply Chain Planning, Process Improvement, Process Improvement and Optimization, Supply Management, Performance Improvement, Customer Demand Planning, Logistics Management, Resource Planning, Production Planning, Sustainable Business, Logistics, Analytics, Profit and Loss (P&L) Management, Data Analysis, Risk Management, Data Visualization, Problem Solving

    4.8 stars, 587 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (587) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Using Large Datasets for Research

    Skills you'll gain: Big Data, Data Ethics, Exploratory Data Analysis, Research, Research Methodologies, Quantitative Research, Research Design, Qualitative Research, Data Access, Social Sciences, Data Management, Analysis

    Beginner · Course · 1 - 3 Months

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

  • AI for App Building: Google
  • Discover the Art of Prompting: Google
  • Natural Language Processing: DeepLearning.AI
  • IBM Relational Database Administrator with GenAI: IBM
  • Microsoft Fabric Lakehouse Essentials: Whizlabs
  • Basic Statistics: University of Amsterdam
  • Accelerating Analytics with Copilot in Power BI and Fabric: Packt
  • Statistical Inference: Johns Hopkins University
  • AI for Content Creation: Google
  • Generative AI: Introduction and Applications: 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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