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    • Data Modeling

    Data Modeling Courses Online

    Learn data modeling techniques for structuring data. Understand how to create logical and physical data models for database design.

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    Explore the Data Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Prep for Machine Learning in Python

      Skills you'll gain: Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Data Processing, Plot (Graphics), Data Visualization, Data Transformation, Descriptive Statistics, Data Analysis, Pandas (Python Package), Box Plots, Data Validation, Python Programming, Data Science, Scikit Learn (Machine Learning Library), Statistical Analysis, Correlation Analysis

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Designing Larger Python Programs for Data Science

      Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Integration Testing, Computer Programming, Data Manipulation, Data Structures, Data Cleansing, Data Analysis, Software Engineering, Software Development

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Understanding China, 1700-2000: A Data Analytic Approach, Part 2

      Skills you'll gain: Social Sciences, Big Data, Sociology, Demography, Anthropology, Economics, Data Analysis, Analytics, Cultural Diversity, World History, Statistical Analysis, Quantitative Research

      4.5
      Rating, 4.5 out of 5 stars
      ·
      60 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Integral Calculus and Numerical Analysis for Data Science

      Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      99 reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Confluent: Clickstream Data Analysis Pipeline Using ksqlDB

      Skills you'll gain: Grafana, Apache Kafka, Real Time Data, Data Pipelines, Dashboard, Data Synthesis, Interactive Data Visualization, Data Visualization Software, Data Analysis

      Intermediate · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Serverless Data Processing with Dataflow en Español

      Skills you'll gain: Dataflow, Data Pipelines, Serverless Computing, Data Processing, Cloud Security, Identity and Access Management, Debugging, Operational Databases, Google Cloud Platform, System Monitoring, Real Time Data, Data Integrity, Data Transformation, CI/CD, Maintainability, Containerization, Data Storage Technologies, Extract, Transform, Load, Unit Testing, Jupyter

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      A Crash Course in Causality: Inferring Causal Effects from Observational Data

      Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Statistical Software, Statistical Modeling, Statistical Inference, Data Analysis, Probability & Statistics, Regression Analysis, Research Design, Graph Theory

      4.7
      Rating, 4.7 out of 5 stars
      ·
      567 reviews

      Intermediate · Course · 1 - 3 Months

    • P

      Packt

      Cisco CCNP Data Center DCCOR (350-601)

      Skills you'll gain: Data Centers, Ansible, Open Shortest Path First (OSPF), Network Switches, Computing Platforms, Virtual Local Area Network (VLAN), Network Infrastructure, Border Gateway Protocol, Cloud Infrastructure, Data Storage, Network Administration, Network Routing, Infrastructure Security, Virtualization, Data Storage Technologies, Automation, System Configuration

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Building Realtime Pipelines in Cloud Data Fusion

      Skills you'll gain: Cloud-Based Integration, Real Time Data, Data Pipelines, Apache Spark, Data Integration, Data Transformation, Data Wrangling, Data Analysis, Data Visualization, Data Management

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Storage Fundamentals with IBM Storage Scale

      Skills you'll gain: Data Storage, File Systems, Servers, Data Management, Disaster Recovery, Data Integrity, Data Security, Configuration Management, System Configuration, Scalability, Software Installation

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data and Health Indicators in Public Health Practice

      Skills you'll gain: Epidemiology, Public Health, Health Policy, Health Care, Infectious Diseases, Health Information Management, Program Evaluation, Data Collection, Descriptive Analytics, Statistical Methods

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Data to Advance Population Health: Global Perspectives

      Skills you'll gain: Health Policy, Data Presentation, Health Disparities, Health Equity, Epidemiology, Data Visualization, Data Quality, Public Health, Data-Driven Decision-Making, Policy Analysis, Data Analysis, Data Collection

      Beginner · Course · 1 - 4 Weeks

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

    • Data Prep for Machine Learning in Python: Corporate Finance Institute
    • Designing Larger Python Programs for Data Science: Duke University
    • Understanding China, 1700-2000: A Data Analytic Approach, Part 2: The Hong Kong University of Science and Technology
    • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
    • Confluent: Clickstream Data Analysis Pipeline Using ksqlDB: Google Cloud
    • Serverless Data Processing with Dataflow en Español: Google Cloud
    • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
    • Cisco CCNP Data Center DCCOR (350-601): Packt
    • Building Realtime Pipelines in Cloud Data Fusion: Google Cloud
    • Data Storage Fundamentals with IBM Storage Scale: 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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