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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


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    EDUCBA

    Master Advanced Excel Functions to Analyze & Automate Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Data Analysis Expressions (DAX), Financial Forecasting, Financial Modeling, Financial Analysis, Business Analysis, Data-Driven Decision-Making, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize & Interface LLM Apps Effectively

    Skills you'll gain: LLM Application, Middleware, OpenAI API, UI/UX Research, Frontend Integration

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Introduction to Deep Learning & Neural Networks with Keras

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Transfer Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Image Analysis, Applied Machine Learning, Autoencoders, Classification And Regression Tree (CART), Regression Analysis, Network Architecture, Natural Language Processing, Machine Learning, Model Evaluation

    4.7
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    2.1K reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Monitor, Scale and Backup Your AI App

    Skills you'll gain: Site Reliability Engineering, Scalability, Performance Analysis, Data Maintenance, Analytics, Event Monitoring, Service Level Agreement, System Support, Performance Review

    Intermediate · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Introducción a R para ciencia de datos

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software

    Intermediate · Course · 1 - 4 Weeks

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    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil Engineering, Sustainable Architecture, Building Design, Innovation, Sustainable Design, Structural Engineering, Robotics, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

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    IBM

    IBM RAG and Agentic AI

    Skills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, Model Context Protocol, LangChain, Retrieval-Augmented Generation, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Multimodal Prompts, Generative AI, Generative AI Agents, Vector Databases, Generative Model Architectures, OpenAI API, Embeddings, Responsible AI, Software Development

    4.6
    Rating, 4.6 out of 5 stars
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    679 reviews

    Advanced · Professional Certificate · 3 - 6 Months

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    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Statistical Modeling, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Construction Project Management

    Skills you'll gain: Construction Management, Construction, Building Information Modeling, Environment Health And Safety, Project Schedules, Lean Methodologies, Work Breakdown Structure, Project Management, Project Management Life Cycle, Sustainability Standards, Contract Management, Project Scoping, Project Planning, Risk Management

    4.8
    Rating, 4.8 out of 5 stars
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    Beginner · Course · 1 - 3 Months

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    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Strategic Thinking, Value Propositions, Collaboration, Business Planning, Strategic Planning, New Product Development, Cognitive flexibility, Entrepreneurial Finance, Open Mindset, Leadership

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Databricks Machine Learning Fundamentals

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering

    Intermediate · Course · 1 - 4 Weeks

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

  • Master Advanced Excel Functions to Analyze & Automate Data: EDUCBA
  • Optimize & Interface LLM Apps Effectively: Coursera
  • Introduction to Deep Learning & Neural Networks with Keras: IBM
  • Monitor, Scale and Backup Your AI App: Coursera
  • Introducción a R para ciencia de datos: Universitat Politècnica de València
  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • IBM RAG and Agentic AI: IBM
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Construction Project Management: Columbia University
  • Secure Mobile AI Models Against Attacks: 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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