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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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    Packt

    Processing and Analyzing Big Data in AWS

    Skills you'll gain: Amazon Redshift, AWS SageMaker, AWS Kinesis, Data Pipelines, Apache Spark, Amazon Web Services, Big Data, Apache Hive, Kibana, Data Warehousing, Data Processing, Model Deployment, Data Migration, Extract, Transform, Load, Real Time Data, Ad Hoc Analysis, Data Transformation, Cloud Computing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Data-Driven Social Media Marketing

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Social Media Campaigns, Storytelling, Social Media Content, Social Media Management, Content Performance Analysis, Data-Driven Marketing, Social Media Analytics, Marketing Strategies, Content Creation, Marketing Planning, Digital Brand Strategy, Marketing, Driving engagement, Marketing Strategy and Techniques, Customer Analysis, Web Presence, Business Ethics

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    302 reviews

    Intermediate · Specialization · 3 - 6 Months

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    UiPath

    Data Manipulation in RPA

    Skills you'll gain: Data Manipulation, Robotic Process Automation, Automation, Data Management

    4.8
    Rating, 4.8 out of 5 stars
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    77 reviews

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Advanced Data Analysis with Generative AI

    Skills you'll gain: Feature Engineering, Generative AI, Anomaly Detection, Text Mining, Advanced Analytics, Predictive Modeling, Unstructured Data, AI Workflows, Data Analysis, Natural Language Processing, Predictive Analytics, Statistical Analysis, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Data Quality

    4.6
    Rating, 4.6 out of 5 stars
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    61 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Edge AI and Nanotechnology: Nanoscale Data Processing

    Skills you'll gain: Anomaly Detection, Unit Testing, Test Script Development, Data Pipelines, Test Automation, Code Coverage, Real Time Data, Data Processing, Data Cleansing, Data Integrity, Extract, Transform, Load, Data Transformation, Data Persistence, Performance Testing, Data Validation, Data Science, Python Programming, Machine Learning, Algorithms, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Relational Database Support for Data Warehouses

    Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    592 reviews

    Mixed · Course · 1 - 3 Months

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    Johns Hopkins University

    Measurement – Turning Concepts into Data

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Quantitative Research, Science and Research, Research Methodologies, Data Analysis, Data Collection, Data Quality, Data Transformation, Statistical Analysis, Data Modeling, Data Validation, Statistical Methods, Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Expressway to Data Science: Python Programming

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Code Reusability, Data Visualization, Statistical Visualization, Programming Principles, Computer Science, Computer Programming, Data Wrangling, Data Manipulation, Functional Design, Data Science, Package and Software Management, Python Programming, Exploratory Data Analysis, Computational Logic

    4.7
    Rating, 4.7 out of 5 stars
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    315 reviews

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Power Pivot in Excel for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Import/Export, Dashboard, Data Modeling, Spreadsheet Software, Dashboard Creation, Statistical Methods, Business Analytics, Business Intelligence, Statistical Analysis, Statistics, Data Analysis, Excel Formulas, Interactive Data Visualization, Data Processing, Data Manipulation, Data Preprocessing, Exploratory Data Analysis, Relationship Building

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Toronto

    Data Visualization for Genome Biology

    Skills you'll gain: Scientific Visualization, Data Visualization Software, Graphic and Visual Design, Statistical Visualization, Bioinformatics, Plot (Graphics), Ggplot2, Dimensionality Reduction, Scatter Plots, Design Elements And Principles, R Programming, Network Analysis, Heat Maps, Molecular Biology, Design Thinking, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Skills you'll gain: Data Processing, Data Visualization, Data Presentation, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Data Preprocessing, Python Programming, Web Analytics and SEO, Algorithms, Data Analysis, Web Scraping

    4.7
    Rating, 4.7 out of 5 stars
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    14K reviews

    Beginner · Course · 1 - 3 Months

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

  • Processing and Analyzing Big Data in AWS: Packt
  • Data-Driven Social Media Marketing: EDUCBA
  • Python Data Products for Predictive Analytics: University of California San Diego
  • Data Manipulation in RPA: UiPath
  • Advanced Data Analysis with Generative AI: Microsoft
  • Edge AI and Nanotechnology: Nanoscale Data Processing: Coursera
  • Relational Database Support for Data Warehouses: University of Colorado System
  • Measurement – Turning Concepts into Data: Johns Hopkins University
  • Expressway to Data Science: Python Programming: University of Colorado Boulder
  • Power Pivot in Excel for Data Analysis: EDUCBA

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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