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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 Colorado Boulder

    Business Analytics for Decision Making

    Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Decision Making, Simulation and Simulation Software, Risk Modeling, Business Modeling, Data Analysis, Market Analysis, Unsupervised Learning, Model Optimization, Statistical Methods, Microsoft Excel, Spreadsheet Software, Exploratory Data Analysis, Probability Distribution

    4.6 stars, 1.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Programming, Data Visualization, Statistical Visualization, Statistical Software, Mathematical Modeling, Statistical Modeling, Data Analysis Software, Correlation Analysis, Descriptive Statistics, Statistical Inference

    4.6 stars, 1.7K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (1.7K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    Taipei Medical University

    Artificial Intelligence in Bioinformatics

    Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, Context Engineering, ChatGPT, AI literacy, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Data Analysis

    4.8 stars, 822 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (822) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Analyze Requirements & Design GenAI Solutions

    Skills you'll gain: Prompt Engineering, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Prompt Patterns, AI Workflows, Multimodal Prompts, Serverless Computing, Solution Architecture, Vector Databases, Embeddings, Large Language Modeling, Model Evaluation, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Software Development, Artificial Intelligence, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
  • A

    Amazon Web Services

    Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation

    Skills you'll gain: API Design, API Gateway, Restful API, Application Programming Interface (API), Amazon Web Services, AI Workflows, Document Management, Prompt Engineering, Large Language Modeling, Generative AI, Cloud Computing, Scalability, Software Development, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Artificial Intelligence, Natural Language Processing, Performance Tuning, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Google Cloud Database Engineer

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Database Architecture and Administration, MySQL, Dataflow, PostgreSQL, Identity and Access Management, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Data Maintenance, Database Design, Database Management

    4.7 stars, 49K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (49K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Agentic AI with Model Context Protocol Training

    Skills you'll gain: AI Integrations, Tool Calling, Agentic systems, Generative AI Agents, AI Security, LLM Application, Context Management, Interoperability, Google Cloud Platform, Session Initiation Protocols, Risking, Systems Integration, Servers, Scalability, Risk Management, Pandas (Python Package), Server Side

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Foundations of Machine Learning: Concepts, Tools, and Math

    Skills you'll gain: Data Literacy, Responsible AI, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Unstructured Data, Generative AI, Machine Learning Algorithms, Model Training, NumPy, Python Programming, Data Science, Scalability, Artificial Intelligence, Supervised Learning, Data Preprocessing, Unsupervised Learning, Feature Engineering, Algorithms

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Estadística y probabilidad

    Skills you'll gain: Probability & Statistics, Descriptive Statistics, Statistics, Data Literacy, Data Analysis, Statistical Methods, Statistical Modeling, Correlation Analysis, Statistical Analysis, Descriptive Analytics, Data Presentation, Statistical Visualization, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Graphing, Scatter Plots

    4.6 stars, 1.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.7K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Video RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Prompt Engineering, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, AI Workflows, Context Management, Artificial Intelligence, Metadata Management, Unstructured Data, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Chemistry All-in-One FD

    Skills you'll gain: Systems Of Measurement, Chemistry, Radiation Protection, Chemical Engineering, Physical Science, Scientific Methods, Physics, Arithmetic, Molecular Biology, Electronics, Quantitative Research, Applied Mathematics, Experimentation, Problem Solving, Technology Solutions

    Beginner · Specialization · 3 - 6 Months

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

  • Business Analytics for Decision Making: University of Colorado Boulder
  • Practical Time Series Analysis: The State University of New York
  • Artificial Intelligence in Bioinformatics: Taipei Medical University
  • Advanced Prompt Engineering for Everyone: Vanderbilt University
  • Gen AI Dev- Analyze Requirements & Design GenAI Solutions: Amazon Web Services
  • Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation: Amazon Web Services
  • Google Cloud Database Engineer: Google Cloud
  • Agentic AI with Model Context Protocol Training: Simplilearn
  • Foundations of Machine Learning: Concepts, Tools, and Math: John Wiley & Sons
  • Estadística y probabilidad: Universidad Nacional Autónoma de México

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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