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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


  • C

    Coursera

    معالجة البيانات وتحليل الأعمال باستخدام برنامج جدول البيانات

    Skills you'll gain: Spreadsheet Software, Business Analysis, Data Manipulation, Excel Formulas, Data Analysis, Text Mining, Statistical Reporting, Data Presentation, Data Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Natural Language Processing, Machine Learning Algorithms, Data Preprocessing, Model Training, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Decision-Making and Scenarios

    Skills you'll gain: Cash Flow Forecasting, Data-Driven Decision-Making, Forecasting, Quantitative Research, Financial Modeling, Financial Forecasting, Financial Statement Analysis, Strategic Decision-Making, Financial Statements, Revenue Forecasting, Risk Modeling, Decision Making, Capital Budgeting, Analysis, Financial Analysis, Return On Investment, Cash Flows, New Business Development, Entrepreneurial Finance, Balance Sheet

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Meta

    Meta Community Management

    Skills you'll gain: Drive Engagement, Discussion Facilitation, Content Performance Analysis, Social Media Content, Conflict Management, Content Creation, Social Media Analytics, Driving engagement, Content Marketing, Mediation, Content Strategy, Loyalty Programs, Diversity Awareness, Content Optimization, Cross-Channel Marketing, Responsible AI, AI Personalization, Social Media Management, Brand Loyalty, Data Analysis

    Beginner · Professional Certificate · 3 - 6 Months

  • E

    Emory University

    Finance for Non-Financial Managers

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Acumen, Income Statement, Balance Sheet, Finance, Financial Data, Risk Management, Microsoft Excel, Capital Budgeting, Spreadsheet Software, General Finance, Business Valuation, Cash Flows, Investments

    4.4
    Rating, 4.4 out of 5 stars
    ·
    475 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    PracticalGrowth

    Picking the Right Candidate: Evidence-Based Selection

    Skills you'll gain: Recruitment, Talent Recruitment, Full Cycle Recruitment, Decision Intelligence, Decision Making, Data-Driven Decision-Making, Strategic Decision-Making, Interviewing Skills, Talent Acquisition, Recruitment Strategies, Job Analysis, Employee Onboarding, Document Management, Business Priorities, Risk Management, Risk Mitigation, Diversity and Inclusion, Diversity Awareness

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Parallel, Concurrent, and Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Event-Driven Programming, Distributed Computing, Java Programming, Dataflow, Java, OS Process Management, Scala Programming, Data Structures, Programming Principles, Servers, Application Frameworks, Algorithms, Performance Tuning, Performance Testing, Functional Design, Graph Theory

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    Emory University

    Foundations of Marketing Analytics

    Skills you'll gain: Social Media Analytics, Pivot Tables And Charts, Customer Analysis, Probability Distribution, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Descriptive Statistics, Data-Driven Marketing, Social Media Marketing, Exploratory Data Analysis, Probability, Statistical Analysis, Target Market, Social Media, Model Evaluation, Microsoft Excel, Marketing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    533 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Financial Modeling, Market Data, Financial Statement Analysis, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, General Finance, Portfolio Management, Financial Planning, Return On Investment, Business Valuation, Corporate Finance, Mortgage Loans, Excel Formulas, Equities, Investments

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    AWS Certified Cloud Practitioner CLF-C02

    Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, Cloud Security, Cloud-Native Computing, Amazon S3, Network Architecture, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Cloud Computing Architecture, Cloud Storage, Cloud Management, Cloud Infrastructure, Data Integration, Public Cloud, IT Automation, Virtual Networking, Network Planning And Design, Data Storage, Cloud Platforms, AWS CloudFormation

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Intermediate Network Design and Redundancy

    Skills you'll gain: Network Planning And Design, Network Troubleshooting, Internet Of Things, Network Security, Network Engineering, Network Architecture, Computer Networking, Network Infrastructure, Network Routers, TCP/IP, Network Routing, Virtual Local Area Network (VLAN), Routing Protocols, System Configuration, Network Switches, Firewall, Enterprise Architecture, Dynamic Host Configuration Protocol (DHCP), Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • معالجة البيانات وتحليل الأعمال باستخدام برنامج جدول البيانات: Coursera
  • Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
  • Decision-Making and Scenarios: University of Pennsylvania
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Meta Community Management: Meta
  • Finance for Non-Financial Managers: Emory University
  • Picking the Right Candidate: Evidence-Based Selection: PracticalGrowth
  • Parallel, Concurrent, and Distributed Programming in Java: Rice University
  • Foundations of Marketing Analytics: Emory University
  • Foundational Finance for Strategic Decision Making: University of Michigan

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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