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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
      Free
      C

      Coursera Project Network

      Perform exploratory data analysis on retail data with Python

      Skills you'll gain: Data Visualization, Exploratory Data Analysis, Anomaly Detection, Data Analysis, Data Cleansing, Customer Analysis, Trend Analysis, Statistical Analysis, Pandas (Python Package), Data Manipulation, Matplotlib, Data Transformation, Jupyter, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      M

      Microsoft

      Reshaping Data with tidyr

      Skills you'll gain: Data Transformation, Data Wrangling, Data Manipulation, Tidyverse (R Package), Data Cleansing, R Programming

      Beginner · 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

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

      EDUCBA

      DP-900 Azure Data Fundamentals

      Skills you'll gain: Microsoft Azure, NoSQL, Power BI, Data Storage, Relational Databases, Azure Synapse Analytics, Data Transformation, Data Visualization Software, Data Integration, Data Warehousing, Databases, Data Processing, Cloud Storage, Analytics, Data Analysis, SQL

      5
      Rating, 5 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Fundamentals of Reinforcement Learning

      Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Supervised Learning, Markov Model, Algorithms, Probability Distribution

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.9K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      E

      EDUCBA

      PySide2 Project - Data Fetching Application

      Skills you'll gain: Event-Driven Programming, Application Deployment, Data Import/Export, Data Integration, User Interface (UI), UI Components, Real Time Data, Development Environment, Application Development, File Management, Software Design

      4.7
      Rating, 4.7 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Data Management for Analytics Part 1

      Skills you'll gain: Data Modeling, Database Design, Database Management Systems, Unified Modeling Language, Data Governance, Data Management, Database Systems, Metadata Management, Databases, Relational Databases, Data Architecture, Data Integrity, Data Quality, Object Oriented Design

      Build toward a degree

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Python for Data Science

      Skills you'll gain: Feature Engineering, Data Visualization, Exploratory Data Analysis, Probability & Statistics, Data Presentation, Data Wrangling, Jupyter, Data Storytelling, Statistics, Pandas (Python Package), Data Processing, Data Science, Data Manipulation, Data Cleansing, Statistical Analysis, Data Transformation, Data Analysis, Programming Principles, Python Programming, Matplotlib

      4.1
      Rating, 4.1 out of 5 stars
      ·
      51 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      U

      Universidad de los Andes

      Humanidades digitales: archivos y colecciones

      Skills you'll gain: Document Management, Digital Publishing, File Management, Record Keeping, Content Management Systems, Data Modeling, Data Quality, Interoperability

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Introduction to Machine Learning and Algorithmic Bias

      Skills you'll gain: Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Business Ethics, Artificial Intelligence, Governance, Data Processing, Applied Machine Learning, Data Collection, Regulatory Requirements, Risk Mitigation, Regulation and Legal Compliance, Business Strategy, Algorithms, Business, Business Planning, Data Quality

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Data Management and Database Design Part 1

      Skills you'll gain: Database Design, Database Theory, Database Management, Database Systems, Relational Databases, Databases, Data Modeling, Unified Modeling Language, SQL, Query Languages, Data Manipulation

      Build toward a degree

      Mixed · Course · 1 - 3 Months

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

      EDUCBA

      Python NoSQL Data Engineering with MongoDB

      Skills you'll gain: MongoDB, Data Maintenance, Data Transformation, Query Languages, Customer Insights, Performance Tuning, Data Import/Export, Pandas (Python Package), Customer Data Management, Data Pipelines, JSON, Data Manipulation, NoSQL, Data-Driven Decision-Making, Data Validation, Data Integration, Databases, Data Access, Database Management, Data Structures

      Beginner · Specialization · 1 - 3 Months

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

    • Perform exploratory data analysis on retail data with Python: Coursera Project Network
    • Reshaping Data with tidyr: Microsoft
    • Microsoft 365 Copilot for Leaders: Vanderbilt University
    • DP-900 Azure Data Fundamentals: EDUCBA
    • Fundamentals of Reinforcement Learning: University of Alberta
    • PySide2 Project - Data Fetching Application: EDUCBA
    • Data Management for Analytics Part 1: Northeastern University
    • Python for Data Science: Fractal Analytics
    • Humanidades digitales: archivos y colecciones: Universidad de los Andes
    • Introduction to Machine Learning and Algorithmic Bias: Northeastern University

    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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