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  • Data Modeling

Data Modeling Courses

Data modeling courses can help you learn how to create data structures, define relationships between data elements, and ensure data integrity. You can build skills in normalization, schema design, and data visualization techniques. Many courses introduce tools like SQL for database management, ERD tools for visualizing data relationships, and software like Tableau for data analysis, showing how these skills are applied in practical work.


Popular Data Modeling Courses and Certifications


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    Coursera

    Fundamentals of Data Governance Ownership, Privacy, Security

    Skills you'll gain: Data Governance, Personally Identifiable Information, Information Privacy, Data Security, General Data Protection Regulation (GDPR), Data Ethics, Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Security Strategy, Compliance Management, Regulatory Compliance, Data Integrity, Risk Mitigation, Risk Analysis, Cross-Functional Collaboration, Encryption, Accountability

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Getting Started in Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts

    4.4
    Rating, 4.4 out of 5 stars
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    1.5K reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Meta

    Data Analytics Methods for Marketing

    Skills you'll gain: Marketing Analytics, Marketing Effectiveness, A/B Testing, Target Audience, Marketing Strategies, Marketing, Marketing Channel, Marketing Budgets, Customer Insights, Sales Process, Regression Analysis, Forecasting, Data Analysis, Return On Investment

    4.8
    Rating, 4.8 out of 5 stars
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    288 reviews

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    Address Business Issues with Data Science

    Skills you'll gain: Project Scoping, Business Priorities, Business Analysis, Case Studies, Stakeholder Management, Project Design, Business, Data Science, Business Process, Data-Driven Decision-Making, Data Literacy

    4.5
    Rating, 4.5 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation, Automation

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Leeds

    Data Science: Ethical decision-making in practice

    Skills you'll gain: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Data Storytelling with Power BI

    Skills you'll gain: Spreadsheet Software, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
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    170 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Tensorflow, Big Data, Data Warehousing, Apache Spark, Data Architecture, Data Management, Metadata Management, Unstructured Data, Applied Machine Learning, Apache Hadoop, Real Time Data, Extract, Transform, Load, MLOps (Machine Learning Operations), Feature Engineering, Data Processing

    4.7
    Rating, 4.7 out of 5 stars
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    814 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Advanced Data Processing and Analytics with AWS

    Skills you'll gain: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data Preprocessing, Predictive Analytics, Data Integration, Data Collection, Applied Machine Learning, R Programming, Research, Data Validation, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
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    25 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Microsoft Azure - Data Lake

    Skills you'll gain: Data Lakes, Microsoft Azure, Stored Procedure, Data Architecture, Performance Tuning, Data Management, Query Languages, Data Manipulation, Scripting, SQL, Data Processing, Windows PowerShell, Microsoft Visual Studio, Command-Line Interface, Heat Maps

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Fundamentals of Data Governance Ownership, Privacy, Security: Coursera
  • Getting Started in Google Analytics: Coursera
  • Data Tidying and Importing with R: Duke University
  • Data Analytics Methods for Marketing: Meta
  • Address Business Issues with Data Science : CertNexus
  • Analyzing Time Series and Sequential Data: SAS
  • Data Science: Ethical decision-making in practice: University of Leeds
  • Data Storytelling with Power BI: Edureka
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Advanced Data Processing and Analytics with AWS: Packt

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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