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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


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    Google Cloud

    Infraestructura de IA: técnicas de redes

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, AI Workflows, Network Performance Management, Generative AI, Multi-Cloud, Virtual Networking, Network Architecture, Data Import/Export, Data Migration, Data Infrastructure, Cloud Storage, Network Infrastructure, General Networking, Computer Networking, Scalability

    Intermediate · Course · 1 - 3 Months

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    Saïd Business School, University of Oxford

    AI and Content Recommendation

    Skills you'll gain: AI Personalization, Generative Engine Optimization (GEO), Machine Learning Methods, Media Strategy, Responsible AI, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, AI Enablement, Content Performance Analysis, Algorithms, Driving engagement, Generative AI, Marketing, Marketing Communications, Data Storytelling, Target Audience, Strategic Thinking

    Intermediate · Course · 1 - 3 Months

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    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, AI Security, Containerization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for People and Talent Management

    Skills you'll gain: Employee Performance Management, Workforce Planning, Talent Management, Performance Management, AI Personalization, Human Resources Management and Planning, People Development, Human Resource Strategy, Workforce Development, HR Tech, Diversity Equity and Inclusion Initiatives, Human Resources, Diversity Programs, Diversity Training, People Analytics, Workforce Management, Employee Training, Innovation, Analytics, Adaptability

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Meta

    Statistics Foundations

    Skills you'll gain: Bayesian Statistics, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Statistical Software, Sampling (Statistics), Data Modeling, Statistics, Probability & Statistics, Statistical Analysis, Statistical Methods, Statistical Modeling, Marketing Analytics, Tableau Software, Data Analysis, Spreadsheet Software, Analytics, Descriptive Analytics, Time Series Analysis and Forecasting, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    396 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
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    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Coursera

    Power-Up Email Copy

    Skills you'll gain: Google Workspace, Editing, Vocabulary, Persuasive Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Analyze & Apply Treasury and Forex Strategies

    Skills you'll gain: International Finance, Cost Benefit Analysis, Expense Management, Financial Analysis, Variance Analysis, Financial Trading, Excel Formulas, Cost Containment, Budgeting, Microsoft Excel, Financial Market, Strategic Decision-Making, Business, Decision Making, Transaction Processing

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    Arm

    Build Your First Internet of Things (IoT) Application on Arm

    Skills you'll gain: Internet Of Things, Embedded Software, Embedded Systems, Mobile Development, Android Development, Emerging Technologies, Cloud Services, Application Design, Wireless Networks, Hardware Architecture, Cloud Computing, Local Area Networks, General Networking, Network Protocols, Communication Systems, Computer Hardware

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Analyze & Apply Commercial Banking Operations

    Skills you'll gain: Commercial Banking, Banking Services, Bank Regulations, Commercial Lending, Banking, Financial Regulation, General Lending, Loans, Lending and Underwriting, Financial Regulations, Cash Management, Payment Systems, Regulatory Compliance, Regulatory Requirements, Deposit Accounts, Financial Services, Credit Risk, Working Capital, Payment Processing and Collection, Payment Processing

    5
    Rating, 5 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
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    Coursera

    Build Image Quality Inspection using AWS Lookout for Vision

    Skills you'll gain: Model Training, Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Anomaly Detection, Data Science, Machine Learning, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    Packt

    AWS Certified Solutions Architect - Associate (SAA-C03)

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Amazon Web Services, Amazon S3, Serverless Computing, Amazon Elastic Compute Cloud, Cloud Computing Architecture, Amazon DynamoDB, Network Architecture, Database Design, Cloud Infrastructure, System Design and Implementation, Cloud Solutions, Systems Design, IT Security Architecture, Software Architecture, Systems Architecture, Data Security, Cloud Storage, AWS CloudFormation

    Intermediate · Specialization · 1 - 3 Months

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

  • Infraestructura de IA: técnicas de redes: Google Cloud
  • AI and Content Recommendation: Saïd Business School, University of Oxford
  • RAG Systems and Production Operations: Coursera
  • GenAI for People and Talent Management: Coursera
  • Statistics Foundations: Meta
  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • Power-Up Email Copy: Coursera
  • Analyze & Apply Treasury and Forex Strategies: EDUCBA
  • Build Your First Internet of Things (IoT) Application on Arm: Arm
  • Analyze & Apply Commercial Banking Operations: EDUCBA

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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