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    • Data Collection

    Data Collection Courses Online

    Explore data collection methods for research and analysis. Learn to design surveys, conduct interviews, and gather accurate data.

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    Explore the Data Collection Course Catalog

    • Status: Free Trial
      Free Trial
      I

      IBM

      Tools for Data Science

      Skills you'll gain: Jupyter, Data Analysis Software, Data Visualization Software, Statistical Programming, R Programming, Computer Programming Tools, Data Science, GitHub, Machine Learning, Collaborative Software, Query Languages, Cloud API, Application Programming Interface (API), IBM Cloud, Open Source Technology, Git (Version Control System), Data Management, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      D

      DeepLearning.AI

      DeepLearning.AI Data Analytics

      Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Data Presentation, Analytics, Data Literacy, Data Analysis, Google Sheets, Regression Analysis, Statistical Analysis, Spreadsheet Software, LinkedIn, Statistics, Statistical Hypothesis Testing, Web Scraping, Pandas (Python Package), Relational Databases, Data Ethics, Time Series Analysis and Forecasting, Descriptive Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      141 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      The Path to Insights: Data Models and Pipelines

      Skills you'll gain: Extract, Transform, Load, Data Modeling, Data Pipelines, Database Design, Data Warehousing, Data Storage, Database Management, Data Management, Performance Tuning, Data Mart, Business Intelligence, Data Validation, Star Schema, SQL, Data Transformation, Data Quality, Performance Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      655 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Applied Data Science with Python

      Skills you'll gain: Data Visualization, Matplotlib, Network Analysis, Machine Learning Algorithms, Supervised Learning, Pandas (Python Package), Data Visualization Software, Text Mining, Interactive Data Visualization, Plot (Graphics), Applied Machine Learning, Scikit Learn (Machine Learning Library), Visualization (Computer Graphics), Data Presentation, Statistical Methods, Data Manipulation, Network Model, Graph Theory, Natural Language Processing, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      34K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM & Darden Digital Strategy

      Skills you'll gain: Data Storytelling, Data Visualization, Extract, Transform, Load, Digital Transformation, Generative AI Agents, Cloud Computing Architecture, Competitive Analysis, Generative AI, Data Analysis, Cloud Computing, Cloud Security, Data Integrity, Strategic Thinking, Statistical Analysis, Cloud Services, Cloud Infrastructure, Business Strategy, Business Transformation, Product Lifecycle Management, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      47K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D
      A

      Multiple educators

      DeepLearning.AI Data Engineering

      Skills you'll gain: Apache Airflow, Data Modeling, Data Engineering, Data Architecture, Data Storage, Data Transformation, Data Pipelines, Data Lakes, Data Warehousing, Database Architecture and Administration, Requirements Analysis, AWS Kinesis, SQL, Query Languages, Data Integration, Database Systems, Database Management Systems, Databases, Amazon Web Services, Data Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      479 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Analysis with R

      Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Regression Analysis, Exploratory Data Analysis, Statistical Inference, R Programming, Bayesian Statistics, Data Analysis, Probability Distribution, Probability, Statistics, Quantitative Research, Statistical Analysis, Probability & Statistics, Correlation Analysis, Statistical Modeling, Mathematical Modeling, Predictive Modeling, Descriptive Statistics, Data Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of Data Science

      Skills you'll gain: Data Ethics, Data Analysis, Workflow Management, Analytical Skills, Data Science, Data Storytelling, Project Design, Data Literacy, Data Presentation, Data-Driven Decision-Making, Data Management, Project Management, Stakeholder Communications, Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.3K reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D
      S

      Multiple educators

      Machine Learning

      Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Supervised Learning, Feature Engineering, Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Python Programming, NumPy, Artificial Neural Networks

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Deep Learning

      Skills you'll gain: Computer Vision, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Natural Language Processing, Keras (Neural Network Library), Data-Driven Decision-Making, Large Language Modeling, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Supervised Learning, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, PyTorch (Machine Learning Library), Machine Learning Algorithms, Test Data

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      146K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Introduction to Data Management

      Skills you'll gain: Data Management, Data Collection, Data Governance, Data Storytelling, Data Quality, Data Storage, Data Analysis, Data Architecture, Data Strategy, Data Security, Big Data, Data Visualization Software, Law, Regulation, and Compliance, Information Privacy, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      98 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Big Data

      Skills you'll gain: Apache Spark, Graph Theory, Data Pipelines, Exploratory Data Analysis, Data Integration, Data Modeling, Big Data, Data Management, Data Store, Box Plots, Database Management Systems, Apache Hadoop, Databases, Network Analysis, Applied Machine Learning, Database Systems, Regression Analysis, Scatter Plots, Data Processing, MongoDB

      4.5
      Rating, 4.5 out of 5 stars
      ·
      14K reviews

      Beginner · Specialization · 3 - 6 Months

    Data Collection learners also search

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    Applied Data Science
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    1…678…653

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

    • Tools for Data Science: IBM
    • DeepLearning.AI Data Analytics: DeepLearning.AI
    • The Path to Insights: Data Models and Pipelines: Google
    • Applied Data Science with Python: University of Michigan
    • IBM & Darden Digital Strategy: IBM
    • DeepLearning.AI Data Engineering: DeepLearning.AI
    • Data Analysis with R: Duke University
    • Foundations of Data Science: Google
    • Machine Learning: DeepLearning.AI
    • Deep Learning: DeepLearning.AI

    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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