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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

    • C

      Coursera Project Network

      Data Visualization using Microsoft Excel

      Skills you'll gain: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365

      4.5
      Rating, 4.5 out of 5 stars
      ·
      64 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      Alteryx Mastery: Data Analytics & Workflow Automation

      Skills you'll gain: Data Import/Export, Alteryx, No-Code Development, Data Visualization, Business Analytics, Data Governance, Workflow Management, Operational Efficiency, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Report Writing, Data Integration, Automation

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Understanding Data: Navigating Statistics, Science, and AI

      Skills you'll gain: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Responsible AI, Statistical Visualization, Research, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      40 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Data Analysis and Hypothesis Testing

      Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Quality, Data Manipulation, Python Programming, Machine Learning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      126 reviews

      Advanced · Course · 1 - 4 Weeks

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

      Coursera Instructor Network

      Modern Data Analytics with Python, Excel & Generative AI

      Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation

      4.3
      Rating, 4.3 out of 5 stars
      ·
      335 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Business Priorities and Data Ingestion

      Skills you'll gain: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Quality, Business Priorities, Pandas (Python Package), NumPy, Machine Learning, Python Programming

      4.3
      Rating, 4.3 out of 5 stars
      ·
      182 reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Streaming Data to Bigtable

      Skills you'll gain: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Applying Data Analytics in Accounting

      Skills you'll gain: Data Governance, Internal Controls, Accounting Software, Auditing, Fraud detection, Accounting, Data Quality, Alteryx, Business Process Automation, Pandas (Python Package), Automation, Data Analysis, Analytics, Natural Language Processing, Text Mining, Python Programming, GitHub

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      74 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      EDUCBA

      Spark and Python for Big Data with PySpark

      Skills you'll gain: PySpark, Apache Spark, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Customer Analysis, Apache Hadoop, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Data Processing, Advanced Analytics, Big Data, Apache Maven, Statistical Machine Learning, Unsupervised Learning, SQL, Apache, Python Programming

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Working with Data in iOS

      Skills you'll gain: Core Data (Software), Restful API, Apple iOS, iOS Development, JSON, Swift Programming, Application Programming Interface (API), Apple Xcode, Mobile Development, Application Development, Data Modeling, Authentications, Data Management, Data Storage, Network Protocols

      4
      Rating, 4 out of 5 stars
      ·
      49 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Performing Data Aggregation using SQL Aggregate Functions

      Skills you'll gain: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      79 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Illinois Urbana-Champaign

      Applying Data Analytics in Finance

      Skills you'll gain: Time Series Analysis and Forecasting, Portfolio Management, Financial Forecasting, Financial Analysis, Analytics, Financial Trading, Financial Market, Performance Analysis, Statistical Analysis, Investment Management, Risk Management, Risk Analysis, Regression Analysis, Algorithms

      4.4
      Rating, 4.4 out of 5 stars
      ·
      222 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Data Visualization using Microsoft Excel: Coursera Project Network
    • Alteryx Mastery: Data Analytics & Workflow Automation: Coursera Instructor Network
    • Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
    • AI Workflow: Data Analysis and Hypothesis Testing: IBM
    • Modern Data Analytics with Python, Excel & Generative AI: Coursera Instructor Network
    • AI Workflow: Business Priorities and Data Ingestion: IBM
    • Streaming Data to Bigtable: Google Cloud
    • Applying Data Analytics in Accounting: University of Illinois Urbana-Champaign
    • Spark and Python for Big Data with PySpark: EDUCBA
    • Working with Data in iOS: Meta

    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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