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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
      G

      Google

      Process Data from Dirty to Clean

      Skills you'll gain: Data Cleansing, Data Integrity, Data Quality, Sampling (Statistics), Data Transformation, Data Validation, Data Wrangling, Data Manipulation, Data Analysis, SQL, Sample Size Determination, Exploratory Data Analysis, Spreadsheet Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      18K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      Data Collection and Root Cause Analysis

      Skills you'll gain: Root Cause Analysis, Correlation Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistics, Process Mapping, Data Collection, Six Sigma Methodology, Lean Six Sigma, Process Analysis, Data Analysis, Business Process Improvement, Workflow Management, Statistical Inference, Pareto Chart, Operational Efficiency, Performance Measurement

      4
      Rating, 4 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Statistics

      Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Methods, Statistical Modeling, Statistical Inference, Sampling (Statistics), Statistical Hypothesis Testing, Data Science, Regression Analysis, Exploratory Data Analysis, Probability, Probability Distribution

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.2K reviews

      Beginner · Course · 1 - 3 Months

    • 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
      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 Cloud

      Data Engineering, Big Data, and Machine Learning on GCP

      Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Data Lakes, Data Warehousing, Real Time Data, Data Visualization, Cloud Storage, Big Data, Tensorflow, Data Infrastructure, Extract, Transform, Load, Data Integration, Apache Spark, Data Processing, Unstructured Data, Analytics, MLOps (Machine Learning Operations), Cloud API, Cloud Infrastructure

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

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Analysis and Visualization Foundations

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Pivot Tables And Charts, Data Analysis, IBM Cognos Analytics, Data Cleansing, Excel Formulas, Statistical Analysis, Data Visualization Software, Looker (Software), Data Quality, Business Analytics, Big Data, Microsoft Excel, Data Wrangling, Data Processing, Data Mining, Exploratory Data Analysis

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Business Analytics

      Skills you'll gain: People Analytics, Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Financial Statement Analysis, Analytics, Data-Driven Decision-Making, Operational Analysis, Descriptive Analytics, Predictive Analytics, Performance Measurement, Financial Analysis, Peer Review, Workforce Planning, Human Resources Management and Planning, Talent Management, Consumer Behaviour, Data Analysis, Financial Accounting

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

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Data Science in Python

      Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Manipulation, NumPy, Statistical Analysis, Data Science, Sampling (Statistics), Probability & Statistics, Unstructured Data, Statistical Hypothesis Testing, Python Programming, Data Cleansing, Data Analysis, Data Import/Export, Programming Principles

      4.5
      Rating, 4.5 out of 5 stars
      ·
      27K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Data Mining

      Skills you'll gain: Data Visualization, Text Mining, Dashboard, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Data Presentation, Data Literacy, Data Mining, Exploratory Data Analysis, Data Analysis, Natural Language Processing, Unsupervised Learning, Unstructured Data, Applied Machine Learning, Data Mapping, Tableau Software, Graphing, Anomaly Detection

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2.9K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      P

      PwC

      Data-driven Decision Making

      Skills you'll gain: Analytics, Business Analytics, Data Visualization, Data Analysis, Business Intelligence, Data-Driven Decision-Making, Big Data, Data Analysis Software, Tableau Software, Technology Strategies, Microsoft Excel, R Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      PwC

      Data Analysis and Presentation Skills: the PwC Approach

      Skills you'll gain: Dashboard, Data Visualization, Excel Formulas, Presentations, Interactive Data Visualization, Data Storytelling, Data Presentation, Microsoft PowerPoint, Data Visualization Software, Analytics, Customer Analysis, Business Analytics, Verbal Communication Skills, Data Analysis, Business Intelligence, Microsoft Excel, Data-Driven Decision-Making, Consulting, Data Modeling, Data Cleansing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 3 - 6 Months

    Data Collection learners also search

    Data
    R
    Data Science
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    Applied Data Science
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    1…789…661

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

    • Process Data from Dirty to Clean: Google
    • Data Collection and Root Cause Analysis: SkillUp EdTech
    • Introduction to Statistics: Stanford University
    • Applied Data Science with Python: University of Michigan
    • Data Analysis with R: Duke University
    • Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
    • Data Analysis and Visualization Foundations: IBM
    • Business Analytics: University of Pennsylvania
    • Introduction to Data Science in Python: University of Michigan
    • Data Mining: University of Illinois Urbana-Champaign

    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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