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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


  • E

    EDUCBA

    AI Driven Machine Learning with Python

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.8 (13) · Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning with Spark on Google Cloud Dataproc

    Skills you'll gain: Model Evaluation, Apache Spark, Google Cloud Platform, Logistic Regression, Predictive Modeling, Big Data, Model Training, Data Preprocessing, Applied Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Оценка компании по модели DCF

    Skills you'll gain: Financial Forecasting, Forecasting, Cash Flow Forecasting, Business Valuation, Financial Analysis, Financial Modeling, Equities, Cash Flows, Enterprise Modeling, Corporate Finance

    ★ 4.6 (24) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: Model Evaluation, Model Training, AI Personalization, Data Science, Machine Learning Software, Predictive Analytics, Data Preprocessing, Python Programming, Machine Learning Methods, Development Environment, Package and Software Management

    ★ 4.6 (29) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Machine Learning Essentials

    Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Statistical Methods

    Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Statistical Software, R (Software), Probability & Statistics, Data Collection, Statistics, Data Literacy, Statistical Inference, R Programming, Statistical Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Statistical Reporting, Data Visualization Software

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Building with OpenAI API

    Skills you'll gain: Prompt Engineering, OpenAI API, Token Optimization, LangChain, ChatGPT, Multimodal Prompts, Prompt Patterns, OpenAI, Generative AI, No-Code Development, LLM Application, AI powered creativity, Generative Model Architectures, Microsoft Power Platform, Application Programming Interface (API), Large Language Modeling, AI Workflows, Email Automation, Application Development, JSON

    ★ 3.6 (7) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Engineering Foundation for Building Energy Systems

    Skills you'll gain: Building Services Engineering, Architectural Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Systems Engineering, Mechanical Engineering, Engineering Calculations, Sustainable Design, Engineering Analysis, Engineering Design Process, Climate Change Mitigation, Mathematical Modeling

    Advanced · Course · 1 - 3 Months

  • D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Data-Driven Decision-Making, Business Solutions, Model Optimization, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Model Evaluation, Python Programming, Decision Making, Mathematical Software, Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Mathematics and Democracy Teach Out

    Skills you'll gain: Mathematics and Mathematical Modeling, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Decision Intelligence, Logical Reasoning, Applied Mathematics, Critical Thinking, General Mathematics, Psychology

    ★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Model Training, Predictive Modeling, Statistical Machine Learning, Applied Machine Learning, Data Processing, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Machine Learning Methods, Model Evaluation, Classification Algorithms, Data Science, Python Programming

    ★ 4.8 (19) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, Fine-tuning, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Model Optimization, Embeddings, OpenAI, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Intermediate · Specialization · 1 - 4 Weeks

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

  • AI Driven Machine Learning with Python: EDUCBA
  • Machine Learning with Spark on Google Cloud Dataproc: Google Cloud
  • Оценка компании по модели DCF: Coursera
  • Recommendation Engine - Basics: EDUCBA
  • Machine Learning Essentials: University of Pennsylvania
  • Statistical Methods: University of Leeds
  • Building with OpenAI API: Packt
  • Engineering Foundation for Building Energy Systems: University of Colorado Boulder
  • Prescriptive Analytics: Dartmouth College
  • Mathematics and Democracy Teach Out: Johns Hopkins University

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Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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