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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


  • L

    LearnKartS

    Kubernetes Fundamentals

    Skills you'll gain: Kubernetes, Cloud-Native Computing, YAML, Containerization, Application Deployment, Development Environment, Virtual Machines, Data Persistence, Virtualization, Virtual Environment, Dashboard Creation, Network Routing, Network Architecture, Command-Line Interface, Software Installation, Configuration Management, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 2

    Skills you'll gain: Model Deployment, Model Optimization, Model Training, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Machine Learning Methods, Real Time Data, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Programación musical con software libre

    Skills you'll gain: Digital Signal Processing, Musical Composition, Electronic Hardware, Music, Electronic Components, Electronics, Music Theory, Digital Communications, Electronic Systems, Hardware Design, Patch Management, Embedded Systems, System Configuration, Algorithms, Embedded Software, Performance Tuning, Music Performance, Dataflow, Programming Principles, Other Programming Languages

    4.7
    Rating, 4.7 out of 5 stars
    ·
    59 reviews

    Beginner · Specialization · 1 - 3 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Retrieval-Augmented Generation, AI Workflows, Data Preprocessing, Model Training, Fine-tuning, No-Code Development, Application Development

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Face Recognition with Keras: Detect & Classify

    Skills you'll gain: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Data Preprocessing, Deep Learning, Artificial Neural Networks, Embeddings, Model Deployment, Application Deployment, Model Training, Classification Algorithms, Supervised Learning, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    CRISC: Certified in Risk and Information Systems Control

    Skills you'll gain: Governance Risk Management and Compliance, Vulnerability Scanning, Information Technology Architecture, Business Continuity Planning, Law, Regulation, and Compliance, Threat Management, Cyber Security Assessment, Computer Security Awareness Training, Cyber Risk, Contingency Planning, Compliance Management, Internal Controls, Governance, Continuous Monitoring, Data Management, Computer Security, Key Performance Indicators (KPIs), Regulatory Requirements, Human Factors (Security), Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
    ·
    54 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Data Processing, Classification Algorithms, Statistical Analysis, Model Optimization

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    IA generativa: más allá del chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Data Ethics, AI Product Strategy, Google Cloud Platform, AI literacy, AI Workflows, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Building React and ASP.NET MVC 5 Applications

    Skills you'll gain: ASP.NET, Object Oriented Programming (OOP), Object Oriented Design, Web Design and Development, Application Frameworks, Frontend Integration, Programming Principles, API Design, Middleware, Object-Relational Mapping, Model View Controller, Event-Driven Programming, User Interface (UI), Cascading Style Sheets (CSS), Maintainability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    49 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Looker Studio Essentials

    Skills you'll gain: Looker (Software), Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Synthesis, Data Storytelling, Dashboard, Data Integration, Dashboard Creation, Data Transformation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • L

    Logical Operations

    Cisco Implementation and Administration (CCNA 200-301)

    Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Network Architecture, TCP/IP, Network Routers, Computer Networking, Network Routing, Virtual Local Area Network (VLAN), Dynamic Host Configuration Protocol (DHCP), Wireless Networks, Local Area Networks, Network Switches, Networking Hardware, Network Infrastructure, IT Automation, Network Protocols, Routing Protocols, Hardware Troubleshooting, Network Model

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Kubernetes Fundamentals: LearnKartS
  • H2O Gen AI Ecosystem Overview - Level 2: H2O.ai
  • Programación musical con software libre: Universidad Nacional Autónoma de México
  • H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Face Recognition with Keras: Detect & Classify: EDUCBA
  • CRISC: Certified in Risk and Information Systems Control: Packt
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • IA generativa: más allá del chatbot: Google Cloud
  • Building React and ASP.NET MVC 5 Applications: Board Infinity

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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