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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: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Exploratory Data Analysis & Core ML Algorithms

      Skills you'll gain: Exploratory Data Analysis, Data Analysis, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Data Cleansing, Supervised Learning, Predictive Analytics, Regression Analysis, Feature Engineering, Statistical Analysis, Anomaly Detection

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Fitting Statistical Models to Data with Python

      Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Statistical Programming, Regression Analysis, Predictive Modeling, Jupyter, Exploratory Data Analysis, Correlation Analysis, Probability Distribution, Python Programming, Data Visualization Software

      4.4
      Rating, 4.4 out of 5 stars
      ·
      709 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SAS

      Modeling Time Series and Sequential Data

      Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Artificial Neural Networks

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Cleaning & Processing with Copilot in Excel

      Skills you'll gain: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Wrangling, Data Quality, Data Transformation, Data Integrity, Data Validation, Excel Formulas, Data Analysis

      4.3
      Rating, 4.3 out of 5 stars
      ·
      33 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp

      Advanced Data Visualization with Tableau

      Skills you'll gain: Tableau Software, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Presentation, Data Analysis Expressions (DAX), Dashboard, Transact-SQL, Data Sharing, Data Analysis, Data Integration, Data Access, Advanced Analytics, Data Modeling, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      F

      Fundação Instituto de Administração

      Data & Finance for the future

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, Income Statement, Competitive Analysis, International Finance, Business Economics, Economics, Market Dynamics, Business Planning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      465 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Applying Data Analytics in Marketing

      Skills you'll gain: Marketing Analytics, AI Personalization, Responsible AI, Data Ethics, Customer Analysis, Advanced Analytics, Marketing, Marketing Effectiveness, Analytics, Predictive Modeling, Social Network Analysis, Market Analysis, Data Analysis, Customer Insights, Predictive Analytics, Consumer Behaviour, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      187 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Data Engineer, Big Data and ML on Google Cloud en Français

      Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Data Warehousing, Data Infrastructure, Real Time Data, Cloud Infrastructure, Unstructured Data, Tensorflow, Data Storage, Data Architecture, Apache Airflow, MLOps (Machine Learning Operations), Cloud Storage, Data Processing, Applied Machine Learning, Big Data, Extract, Transform, Load, Data Storage Technologies

      4.4
      Rating, 4.4 out of 5 stars
      ·
      58 reviews

      Intermediate · Specialization · 3 - 6 Months

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

      Coursera Instructor Network

      Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

      Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

      4.3
      Rating, 4.3 out of 5 stars
      ·
      77 reviews

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Data Analysis in Python: Using Pandas DataFrames

      Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      22 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Spark, Hadoop, and Snowflake for Data Engineering

      Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming

      3.9
      Rating, 3.9 out of 5 stars
      ·
      56 reviews

      Advanced · 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

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

    • Exploratory Data Analysis & Core ML Algorithms: Packt
    • Fitting Statistical Models to Data with Python: University of Michigan
    • Modeling Time Series and Sequential Data: SAS
    • Data Cleaning & Processing with Copilot in Excel : Microsoft
    • Advanced Data Visualization with Tableau: SkillUp
    • Data & Finance for the future: Fundação Instituto de Administração
    • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign
    • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
    • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera Instructor Network
    • Data Analysis in Python: Using Pandas DataFrames: Coursera Project Network

    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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