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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

    AWS Certified Security – Specialty (SCS-C02) Exam Guide

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Key Management, Security Assertion Markup Language (SAML), Amazon Web Services, Encryption, Single Sign-On (SSO), Amazon Elastic Compute Cloud, Active Directory, Amazon S3, Authentications, Cloud Security, Incident Response, Computer Security Incident Management, AWS CloudFormation, Cloud Infrastructure, Cybersecurity, Security Controls, Azure Active Directory

    Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Introducción a la visualización de datos

    Skills you'll gain: Data Visualization, Data Visualization Software, Data Presentation, Data Literacy, Statistical Visualization, Infographics, Graphic and Visual Design, Data Modeling, Human Factors, Color Theory, Design Elements And Principles, Graphing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Applications and Popular Tools

    Skills you'll gain: Google Gemini, Generative AI Agents, OpenAI API, Responsible AI, Content Creation, Large Language Modeling, Hugging Face

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    HR Systems, Analytics and Performance Tools

    Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Strategy, Human Resource Management, Employee Performance Management, Human Resources, Human Resources Management and Planning, Workflow Management, Workforce Management, Performance Appraisal, Performance Management, Performance Measurement, Data-Driven Decision-Making, Employee Training, Payroll Systems, Training and Development, Automation, Payroll Processing

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Cryptocurrency Trading & Technical Analysis

    Skills you'll gain: Technical Analysis, Financial Trading, Blockchain, Market Data, Digital Assets, Key Management, Market Trend, Business Modeling, Asset Management, Financial Market, Risk Management, Financial Analysis, Trend Analysis, Strategic Thinking, FinTech, Fraud detection, Market Analysis, Investments, Due Diligence, Finance

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    HR Technology and Workforce Analytics

    Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Management, Human Resources Management and Planning, Human Resources, Recruitment, Performance Metric, Human Resource Strategy, Employee Performance Management, Workflow Management, Performance Reporting, Performance Management, Performance Measurement, Data-Driven Decision-Making, Employee Training, Organizational Effectiveness, Automation

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Advanced MCP & Tool Calling for AI Agents

    Skills you'll gain: Agentic systems, Tool Calling, Agentic Workflows, Generative AI Agents, Gemini, Google Gemini, LLM Application, AI Integrations, OpenAI, Middleware, Angular, Development Environment, Systems Architecture, Node.JS, Frontend Integration, Debugging, JSON, Data Validation

    Advanced · Course · 1 - 4 Weeks

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, Prompt Patterns, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Token Optimization, Generative Model Architectures, AI Integrations, Fine-tuning, Embeddings, Data Pipelines, Containerization, Restful API, Docker (Software)

    1.7
    Rating, 1.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Use the Standard Library

    Skills you'll gain: File I/O, File Systems, File Management, Python Programming, System Programming, System Software, Mathematical Software, Test Data, OS Process Management, Arithmetic

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Digital Marketing: SEO, PPC & Social Media

    Skills you'll gain: Digital Marketing, Pay Per Click Advertising, Digital Marketing Campaigns, Online Advertising, Digital Advertising, Search Engine Optimization, Social Media Marketing, Social Media Campaigns, Marketing Effectiveness, Digital Analysis, Data-Driven Marketing, Social Media, Search Engine Marketing, Performance marketing, Marketing Strategies, Social Media Strategy, Return On Investment, Web Analytics and SEO, Paid media, Cross-Channel Marketing

    Mixed · Course · 1 - 4 Weeks

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

  • AWS Certified Security – Specialty (SCS-C02) Exam Guide: Packt
  • Foundations of Local Large Language models: Duke University
  • Introducción a la visualización de datos: Pontificia Universidad Católica de Chile
  • Generative AI Applications and Popular Tools: Edureka
  • HR Systems, Analytics and Performance Tools: EDUCBA
  • PyCaret: Anatomy of Regression: Coursera
  • Cryptocurrency Trading & Technical Analysis: EDUCBA
  • HR Technology and Workforce Analytics: EDUCBA
  • Advanced MCP & Tool Calling for AI Agents: LearnKartS
  • Building LLMs with Hugging Face and LangChain: Edureka

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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