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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
      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
      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: Free Trial
      Free Trial
      U

      University of California, Davis

      Learn SQL Basics for Data Science

      Skills you'll gain: Apache Spark, Data Governance, SQL, Presentations, Databricks, Data Quality, Data Pipelines, Data Storytelling, Distributed Computing, Data Presentation, Data Analysis, Big Data, Data Import/Export, Data Science, Exploratory Data Analysis, Data Modeling, Database Design, Descriptive Statistics, Data Visualization, Query Languages

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Share Data Through the Art of Visualization

      Skills you'll gain: Data Presentation, Data Storytelling, Data Visualization, Data Literacy, Interactive Data Visualization, Dashboard, Data Visualization Software, Tableau Software, Presentations, Exploratory Data Analysis, Data Analysis, Design Elements And Principles

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.7K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Generative AI Agents, Feature Engineering, Predictive Modeling, Flask (Web Framework), Supervised Learning, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Data Manipulation, Natural Language Processing, Data Import/Export, Statistical Modeling, Applied Machine Learning, Jupyter

      4.6
      Rating, 4.6 out of 5 stars
      ·
      90K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Key Technologies for Business

      Skills you'll gain: Generative AI Agents, Data Literacy, Cloud Computing Architecture, Generative AI, Cloud Computing, Cloud Security, Cloud Services, Cloud Infrastructure, Data Mining, Public Cloud, Cloud Storage, Data Analysis, Data Science, OpenAI, Serverless Computing, Cloud-Native Computing, Data-Driven Decision-Making, ChatGPT, Business Process Automation, Business

      4.7
      Rating, 4.7 out of 5 stars
      ·
      102K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Genomic Data Science

      Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Molecular Biology, Exploratory Data Analysis, Statistical Analysis, Unix, Programming Principles, Data Management, Correlation Analysis, Statistical Methods, Command-Line Interface, Science and Research, Statistical Hypothesis Testing, Data Analysis Software, Data Structures, R Programming, Computational Thinking, Jupyter, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      6.7K reviews

      Intermediate · Specialization · 3 - 6 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
      G

      Google

      Ask Questions to Make Data-Driven Decisions

      Skills you'll gain: Stakeholder Communications, Data Literacy, Spreadsheet Software, Dashboard, Data-Driven Decision-Making, Problem Solving, Data Analysis, Analytical Skills, Excel Formulas, Expectation Management, Quantitative Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34K reviews

      Beginner · Course · 1 - 4 Weeks

    • 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
      I

      IBM

      Generative AI for Data Scientists

      Skills you'll gain: Prompt Engineering, Generative AI, Exploratory Data Analysis, ChatGPT, Predictive Modeling, Large Language Modeling, Artificial Intelligence, Data Science, Data Processing, Deep Learning, Data Analysis, Data Transformation, Technical Writing, Data Cleansing, Machine Learning, Image Analysis, Content Creation, Data Visualization Software, Virtual Environment, Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.9K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Warehouse Engineer

      Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Dashboard, SQL, Data Visualization, Linux Commands, Database Administration, IBM DB2, Bash (Scripting Language), Data Pipelines, Interactive Data Visualization, Data Presentation, Apache Airflow, Database Design, MySQL, Database Management, Database Architecture and Administration, Extract, Transform, Load, Relational Databases, Big Data

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.3K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    Data Collection learners also search

    Data
    R
    Data Science
    Data Analytics
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    R Programming
    Applied Data Science
    Beginner Data Science
    1…678…653

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

    • Data Analysis with R: Duke University
    • Tools for Data Science: IBM
    • Learn SQL Basics for Data Science: University of California, Davis
    • Share Data Through the Art of Visualization: Google
    • IBM Generative AI Engineering: IBM
    • Key Technologies for Business: IBM
    • Genomic Data Science: Johns Hopkins University
    • Machine Learning: DeepLearning.AI
    • Ask Questions to Make Data-Driven Decisions: Google
    • 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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