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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

    • U

      University of Colorado Boulder

      Master of Science in Data Science

      Skills you'll gain: Supervised Learning, Scope Management, Field-Programmable Gate Array (FPGA), Strategic Decision-Making, Systems Engineering, Project Schedules, Real-Time Operating Systems, SQL, New Product Development, Unsupervised Learning, Sustainability Reporting, Generative AI, Object Oriented Design, Large Language Modeling, Process Capability, Unified Modeling Language, Design Reviews, Data Ethics, Agile Project Management, Machine Learning Algorithms

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Web Scraping, Matplotlib, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Network Analysis, Planning, Applied Machine Learning, R Programming, Statistical Analysis, Data Analysis, Unsupervised Learning, Data Visualization Software, Supervised Learning, Statistical Modeling, Linear Algebra, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML)

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
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      N

      Northeastern University

      Machine Learning with Small Data Part 1

      Skills you'll gain: Small Data, Deep Learning, Applied Machine Learning, Supervised Learning, Statistical Machine Learning, Theoretical Computer Science, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Natural Language Processing

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Case Western Reserve University

      Practical Geospatial Geostatistical Modeling

      Skills you'll gain: Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Box Plots, Statistical Modeling, Geospatial Information and Technology, Data Visualization, Geographic Information Systems, R Programming, Data Integration, Descriptive Statistics, Data Validation, Statistical Analysis, Data Transformation, Statistical Methods, Data Analysis, Simulations, Rmarkdown, Data Cleansing, Plot (Graphics)

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      Applied Unsupervised Learning in Python

      Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Statistical Analysis, Data Visualization, Python Programming, Exploratory Data Analysis

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Microsoft 365 Copilot for Leaders

      Skills you'll gain: Microsoft Copilot, Generative AI, ChatGPT, Innovation, Productivity, Organizational Leadership, Leadership, Strategic Leadership, Data Ethics, Personal Development, Prompt Engineering, Culture Transformation, Human Machine Interfaces, Organizational Effectiveness, Organizational Change, AI Personalization, Artificial Intelligence, Automation, Problem Solving, Risk Management Framework

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • G

      Google Cloud

      BigQuery for Data Analysts

      Skills you'll gain: Looker (Software), Big Data, SQL, Data Warehousing, Data Analysis, Extract, Transform, Load, Data Manipulation, Data Pipelines, Data Transformation, Google Sheets, Data Cleansing, Data Visualization Software, Data Storage Technologies, Google Cloud Platform, Data Integrity

      4.4
      Rating, 4.4 out of 5 stars
      ·
      63 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      N

      Nanyang Technological University, Singapore

      Introduction to Forensic Science

      Skills you'll gain: Criminal Investigation and Forensics, Chemistry, Investigation, Scientific Methods, Pharmacology, Laboratory Testing, Physics, Laboratory Equipment, Data Collection, Estimation, Biology

      4.9
      Rating, 4.9 out of 5 stars
      ·
      2.7K reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Azure ML: Designing and Preparing Machine Learning Solutions

      Skills you'll gain: Data Integration, Data Pipelines, Continuous Monitoring

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science with R

      Skills you'll gain: Database Design, Shiny (R Package), SQL, Rmarkdown, Data Analysis, Ggplot2, Data Wrangling, Data Visualization Software, Relational Databases, Data Visualization, Leaflet (Software), Exploratory Data Analysis, Web Scraping, Statistical Analysis, Statistical Visualization, Database Management, Data Manipulation, Plot (Graphics), Databases, R Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      Applied Information Extraction in Python

      Skills you'll gain: Python Programming, Machine Learning Methods, Data Pipelines, Data Manipulation, Machine Learning Algorithms

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      F

      Fractal Analytics

      Unlocking AI and ML : Your Path to Smart Business Solutions

      Skills you'll gain: Generative AI, Business Analytics, Data Analysis, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Intelligence, Artificial Intelligence, Business Analysis, Data Science, Artificial Neural Networks, Data Processing, Deep Learning, Data Cleansing, Business Ethics, Machine Learning, Regression Analysis, Predictive Modeling, Python Programming, Supervised Learning, Unsupervised Learning

      Beginner · Course · 1 - 3 Months

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    1…404142…653

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

    • Master of Science in Data Science: University of Colorado Boulder
    • Master of Science in Data Science (Statistics): University of Leeds
    • Machine Learning with Small Data Part 1: Northeastern University
    • Practical Geospatial Geostatistical Modeling: Case Western Reserve University
    • Applied Unsupervised Learning in Python: University of Michigan
    • Microsoft 365 Copilot for Leaders: Vanderbilt University
    • BigQuery for Data Analysts: Google Cloud
    • Introduction to Forensic Science: Nanyang Technological University, Singapore
    • Azure ML: Designing and Preparing Machine Learning Solutions: Whizlabs
    • Applied Data Science with R: IBM

    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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