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Mathematical Model Courses

Mathematical model courses can help you learn statistical analysis, optimization techniques, differential equations, and simulation methods. You can build skills in data interpretation, problem-solving, and applying quantitative reasoning to real-world situations. Many courses introduce tools like MATLAB, R, and Python, that support creating and analyzing models, enabling you to visualize complex data and derive meaningful insights.

Popular Mathematical Model Courses and Certifications


  • Status: Free Trial
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    Packt

    AI Engineering and Deployment

    Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Network Implementations and Operations

    Skills you'll gain: Network Security, Disaster Recovery, General Networking, Network Administration, Authentications, Vulnerability Assessments, Network Infrastructure, Computer Security, Wireless Networks, Cybersecurity, Network Monitoring, Local Area Networks, Network Performance Management, Telecommunications, Network Protocols, Security Controls, Event Monitoring, Network Routing, Cryptography, Encryption

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 2

    Skills you'll gain: Fine-tuning, Collaborative Software, Large Language Modeling, Model Optimization, Data Management, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Data Quality, AI Workflows

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Maryland, College Park

    Sustainable Construction Management

    Skills you'll gain: Facility Management and Maintenance, Energy and Utilities, Construction Management, Sustainable Architecture, Construction Engineering, Construction, Sustainable Business, Sustainable Technologies, Stakeholder Engagement, Sustainable Design, Facility Management, Sustainable Engineering, Stakeholder Management, Stormwater Management, Building Information Modeling, Project Design, Environmental Engineering, Sustainability Standards, Building Services Engineering, Project Performance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Train, Tune, & Ship: End-to-End Machine Learning Engineering

    Skills you'll gain: Model Training, Fine-tuning, Model Evaluation, Model Optimization, Machine Learning Methods, Predictive Modeling, Tensorflow, Statistical Machine Learning, MLOps (Machine Learning Operations), Computer Vision, Applied Machine Learning, Performance Testing, Transfer Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Verification And Validation, Network Architecture, Deep Learning, Benchmarking, PyTorch (Machine Learning Library)

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Copilot for Beginners: Create a Sales Pitch Presentation

    Skills you'll gain: Sales Presentations, Microsoft Copilot, Microsoft PowerPoint, Presentations, Sales Process, Prompt Engineering, Solution Selling, Sales, Value Propositions, Product Knowledge, Storytelling, Productivity Software, Data Import/Export, Business Modeling, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Coursera

    Data Warehousing: Schema, ETL, Optimal Performance

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Snowflake Schema, Star Schema, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Query Languages, Performance Improvement

    4.1
    Rating, 4.1 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Uso de bancos de dados com Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Databases, Database Design, Query Languages, Data Visualization, Web Scraping, Interactive Data Visualization, Data Processing, Object Oriented Programming (OOP), Object Oriented Design, Data Modeling, Geospatial Mapping, Data Storage, Python Programming, Data Collection

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Fine-tuning Image Models with Diffusion

    Skills you'll gain: Model Deployment, Fine-tuning, Model Optimization, Generative AI, Application Deployment, AI Workflows, Generative Model Architectures, Model Training, AI Personalization, Image Quality, Embeddings, Autoencoders, Performance Tuning, Data Preprocessing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Supervised Learning, Applied Machine Learning, Model Training, Forecasting, Random Forest Algorithm, Analytics, Data Analysis, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    STARWEAVER

    Advanced Financial Analysis and Credit Risk Modeling

    Skills you'll gain: Credit Risk, Risk Modeling, Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Statements, Cash Flows, Portfolio Risk, Investments, Risk Analysis, Market Liquidity, Corporate Finance, Return On Investment, Business Valuation, Data Modeling, Performance Stress Testing, Case Studies, Excel Formulas, Business Analytics

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular mathematical model courses

  • AI Engineering and Deployment: Packt
  • Network Implementations and Operations: Packt
  • Interpretable Machine Learning: Duke University
  • H2O ai Large Language Models (LLMs) - Level 2: H2O.ai
  • Sustainable Construction Management: University of Maryland, College Park
  • Train, Tune, & Ship: End-to-End Machine Learning Engineering: Coursera
  • Copilot for Beginners: Create a Sales Pitch Presentation: Coursera
  • Data Warehousing: Schema, ETL, Optimal Performance: Coursera
  • Uso de bancos de dados com Python: University of Michigan
  • Fine-tuning Image Models with Diffusion: Coursera

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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