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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


  • C

    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, DevOps, CI/CD, Model Deployment, Performance Tuning, Model Evaluation, Secure Coding, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Statistical Methods, Python Programming

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning, NLP, and AI Applications

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Natural Language Processing, Deep Learning, PyTorch (Machine Learning Library), Large Language Modeling, Keras (Neural Network Library), Artificial Neural Networks, Image Analysis, Tensorflow, Artificial Intelligence, Machine Learning Methods, Computer Vision, Embeddings, Data Preprocessing, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Spring System Design in Practice

    Skills you'll gain: Restful API, Spring Framework, Microservices, Cloud Deployment, API Design, Spring Boot, OAuth, System Design and Implementation, Java, Systems Design, Service Oriented Architecture, Software Design, Performance Tuning, Authentications, Web Design and Development, Sprint Planning, NoSQL, SQL, Databases, Product Management

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Splunk Configuration and Index Management Concepts

    Skills you'll gain: Splunk, Data Maintenance, Configuration Management, System Configuration, Data Management, Data Storage, Data Integrity, Database Management, Performance Tuning, System Monitoring, Data Pipelines, Disaster Recovery, Continuous Monitoring

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    612 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Splunk Universal Forwarder Configuration and Management

    Skills you'll gain: Splunk, Network Troubleshooting, Data Integration, Scripting, Software Installation, System Monitoring, Data Pipelines, Network Monitoring, Secure Coding, System Configuration, Load Balancing, Configuration Management, System Implementation

    Beginner · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Amp It Up: Leadership for Business Growth

    Skills you'll gain: Growth Strategies, Competitive Analysis, Data-Driven Decision-Making, Culture Transformation, Business Leadership, Employee Engagement, Scalability, Business Strategy, Strategic Leadership, Cross-Functional Collaboration, Entrepreneurship, Organizational Leadership, Organizational Strategy, Market Dynamics, Leadership, Team Management, Growth Mindedness, Business Management, Business Administration, Entrepreneurial Finance

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Beat Cognitive Biases Fast

    Skills you'll gain: Risk Mitigation, Decision Making, Mitigation, Data-Driven Decision-Making, Business Analytics, Analytical Skills, Business Analysis, Analysis, Critical Thinking, Case Studies, Strategic Decision-Making, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Security-Driven Software Development

    Skills you'll gain: Threat Modeling, Application Security, Open Web Application Security Project (OWASP), Secure Coding, Authentications, OAuth, Development Testing, Software Development Life Cycle, Unified Modeling Language, Authorization (Computing), Single Sign-On (SSO), Software Development, Security Software, Vulnerability Assessments, Data Validation, Cyber Security Assessment, Cyber Security Strategy, Cybersecurity, Role-Based Access Control (RBAC)

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Building and Optimizing AI Agent Workflows

    Skills you'll gain: Feature Engineering, Agentic Workflows, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Software Architecture, Business Ethics, API Design, Process Optimization, System Design and Implementation, Performance Tuning, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Power Platform Fundamentals PL-900 Exam Prep

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Power BI, Dashboard, No-Code Development, Data Visualization, Power Apps Component Framework, Business Intelligence, Business Process Automation, Application Development, Data Integration, Performance Analysis, Application Design, Automation, Data Security, Business Process, Computing Platforms, Microsoft Teams, Data Analysis Software, Data Modeling

    4.3
    Rating, 4.3 out of 5 stars
    ·
    283 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Toronto

    Introduction to Self-Driving Cars

    Skills you'll gain: Control Systems, Robotics, Embedded Software, Automation, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Computer Vision, Mathematical Modeling, Safety Standards, Global Positioning Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.9K reviews

    Advanced · Course · 1 - 3 Months

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

  • Validating and Safeguarding Production AI: Coursera
  • Deep Learning, NLP, and AI Applications: Packt
  • Spring System Design in Practice: Packt
  • Apply Splunk Configuration and Index Management Concepts: EDUCBA
  • RAG for Generative AI Applications: IBM
  • Splunk Universal Forwarder Configuration and Management: EDUCBA
  • Amp It Up: Leadership for Business Growth: John Wiley & Sons
  • Beat Cognitive Biases Fast: Coursera
  • Security-Driven Software Development: Packt
  • Building and Optimizing AI Agent Workflows: 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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