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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


  • V

    Vanderbilt University

    OpenAI GPTs: Creating Your Own Custom AI Assistants

    Skills you'll gain: Retrieval-Augmented Generation, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Prompt Engineering, OpenAI, OpenAI API, Expense Management, AI Personalization, Expense Reports, Travel Arrangements, Tool Calling, Test Case, Human Computer Interaction, Interaction Design, Responsible AI, Human Centered Design, System Testing, Safety Assurance

    4.8 stars, 803 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (803) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms

    4.8 stars, 645 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (645) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Generative AI Developer Advanced

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Responsible AI, AI Workflows, Generative AI, Agentic systems, API Design, API Gateway, Prompt Patterns, Restful API, Generative Model Architectures, Application Programming Interface (API), Multimodal Prompts, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Applications, Cloud Platforms, Machine Learning

    Advanced · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    Gen AI Dev- Select and Configure Foundation Models

    Skills you'll gain: AI Workflows, Generative AI, Model Deployment, Amazon CloudWatch, LLM Application, Prompt Engineering, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Amazon Web Services, Software Design, Application Frameworks, Deep Learning, System Monitoring, Cloud Computing, Software Development, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • K

    KodeKloud

    AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, Model Evaluation, AWS Identity and Access Management (IAM), AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    Edureka

    Multimodal Agents with Vision Language Models

    Skills you'll gain: AI Orchestration, LLM Application, Generative AI Agents, Agentic systems, Large Language Modeling, Image Analysis, Natural Language Processing, Computer Vision, Prompt Engineering, Context Engineering, API Design, Document Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    4.7 stars, 2.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Cybersecurity

    Skills you'll gain: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Security Awareness, Incident Response, Cybersecurity, Network Protocols, Endpoint Detection and Response, Bash (Scripting Language), Debugging, Linux, Web Presence, Python Programming, SQL

    4.8 stars, 69K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (69K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • G

    Google

    AI for App Deployment

    Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI

    4.8 stars, 220 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (220) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Generative AI SQL Database Specialist with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Database Design, LLM Application, Data Migration, Generative AI, Database Development, AI Enablement, Dashboard Creation, Software Documentation, SQL, AI powered creativity, AI literacy, Artificial Intelligence, Database Management, Data Visualization, Large Language Modeling, Data Analysis, Automation

    4.8 stars, 8.2K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (8.2K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Full Stack Software Developer

    Skills you'll gain: Cloud Deployment, Unit Testing, Software Development Life Cycle, CI/CD, Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Node.JS, Cloud Infrastructure, Git (Version Control System), HTML and CSS, Server Side, Javascript, Front-End Web Development, Cloud Computing, Data Ethics, Data Import/Export, Software Development

    4.6 stars, 61K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (61K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Implement Prompt Eng. Strategies & Governance

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Orchestration, AI Integrations, Context Engineering, AI Security, Amazon Web Services, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Quality Assurance, Verification And Validation, Workflow Management, Context Management, Governance, Software Development, Cloud Computing, Natural Language Processing, Machine Learning

    Advanced · Course · 1 - 3 Months

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

  • OpenAI GPTs: Creating Your Own Custom AI Assistants: Vanderbilt University
  • The Nuts and Bolts of Machine Learning: Google
  • AWS Generative AI Developer Advanced: Amazon Web Services
  • Gen AI Dev- Select and Configure Foundation Models: Amazon Web Services
  • AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam: KodeKloud
  • Multimodal Agents with Vision Language Models: Edureka
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Google Cybersecurity: Google
  • AI for App Deployment: Google
  • Generative AI SQL Database Specialist with ChatGPT: Vanderbilt University

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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