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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


  • M

    Michigan State University

    Photography Basics and Beyond: From Smartphone to DSLR

    Skills you'll gain: Design Elements And Principles, Photography, Photo Editing, Peer Review, Post-Production, Image Quality, Photo/Video Production and Technology, File Management, Aesthetics, Visual Storytelling, Creative Design, Creativity, Digital Publishing, Web Presence, Social Media, Editing, Storytelling, Copywriting, Information Privacy, Writing

    4.7 stars, 6.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (6.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    New York University

    Fundamentals of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks

    3.7 stars, 345 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (345) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Excel Essentials and Beyond

    Skills you'll gain: Pivot Tables And Charts, Dashboard, Data Presentation, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Transformation, Data Cleansing, Data Management

    4.4 stars, 54 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (54) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    MongoDB Inc.

    MongoDB Aggregation Framework

    Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis

    4.4 stars, 66 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (66) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    4.1 stars, 100 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (100) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Statistical Machine Learning, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms

    4.6 stars, 491 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (491) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Marketing Strategy: Consumer Insight to Positioning

    Skills you'll gain: Strategic Marketing, Marketing Strategies, Marketing Communications, Consumer Behaviour, Brand Strategy, Marketing Channel, Product Marketing, Digital Marketing, Advertising Campaigns, Value Propositions, Marketing Analytics, Brand Management, Market Analysis, Promotional Strategies, Market Opportunities, Target Market, Market Research, Digital Transformation, Market Dynamics, Digital Media Strategy

    4.7 stars, 19K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (19K) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Probability & Statistics, Statistical Inference, Sampling (Statistics), Probability Distribution, Classification Algorithms

    4.5 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Adobe

    Adobe Marketing Specialist

    Skills you'll gain: Adobe Express, Content Scheduling, Marketing Strategies, Personalized Campaigns, Data-Driven Marketing, Promotional Strategies, Marketing Planning, Social Media Content, Digital Marketing Campaigns, Responsible AI, Digital Marketing, Cross-Channel Marketing, Logo Design, Generative AI, Campaign Management, Social Media Marketing, Graphic Design, Content Strategy, Advertising, Market Research

    4.7 stars, 3.3K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (3.3K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Basic Image Classification with TensorFlow

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Model Training, Tensorflow, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Network Model, Deep Learning, Computer Vision, Machine Learning, Network Architecture

    4.6 stars, 848 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (848) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Analytics, Predictive Analytics, Operational Analysis, Predictive Modeling, Data Analysis, Operations Management, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Risk Modeling, Risk Analysis, Supply Chain Planning, Decision Making, Strategic Decision-Making, Decision Tree Learning, Spreadsheet Software, Microsoft Excel

    4.7 stars, 5.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data modeling courses

  • Photography Basics and Beyond: From Smartphone to DSLR: Michigan State University
  • Fundamentals of Machine Learning in Finance: New York University
  • Excel Essentials and Beyond: Board Infinity
  • MongoDB Aggregation Framework: MongoDB Inc.
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Probabilistic Graphical Models 2: Inference: Stanford Online
  • Marketing Strategy: Consumer Insight to Positioning: University of Illinois Urbana-Champaign
  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • Adobe Marketing Specialist: Adobe
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera

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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