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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: New
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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Analytics, Machine Learning Methods, Predictive Modeling, Data Science, Statistical Modeling, Data Processing, Statistical Analysis, Performance Analysis, Data Preprocessing, Case Studies, Performance Measurement, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Statistical Methods, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Process Images & Extract Motion Features

    Skills you'll gain: Data Preprocessing, Computer Vision, Image Analysis, Model Training, Data Transformation, NumPy, Color Theory

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery Fundamentals for Redshift Professionals

    Skills you'll gain: Amazon Redshift, SQL, Identity and Access Management, Query Languages, Google Cloud Platform, Database Design, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Data Warehousing, Data Access, Data Integration, Database Architecture and Administration, Data Sharing, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    AWS Intelligent Applications with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Amazon Web Services, Agentic Workflows, LLM Application, Anthropic Claude, Generative AI Agents, Agentic systems, Retrieval-Augmented Generation, Tool Calling, AI Integrations, Cloud Computing, Generative AI, Model Deployment, Prototyping, Bash (Scripting Language), Embeddings, Large Language Modeling, Restful API, Prompt Engineering, Rust (Programming Language)

    Beginner · Course · 1 - 4 Weeks

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    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Prompt Engineering Tools, AI powered creativity, LLM Application, AI literacy, Generative Model Architectures, Embeddings, Machine Learning Methods, Responsible AI, Natural Language Processing, Data Ethics, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Linux ZFS Training

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Your Solopreneur Strategy: Grow Your Business with Clarity

    Skills you'll gain: Target Audience, Prioritization, Goal Setting, Target Market, Business Planning, Smart Goals, Business Priorities, Business Strategy, Marketing Strategies, Entrepreneurship, Marketing Channel, Revenue Management, Business Strategies, Marketing Planning, Strategic Thinking, Plan Execution, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Blender to Unreal Engine 5 — 3D Props - Medieval Market

    Skills you'll gain: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Animation and Game Design, Computer Graphic Techniques, Model Optimization, Data Import/Export, Fine-tuning

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    AI Infrastructure : Cloud GPU

    Skills you'll gain: Hardware Architecture, Google Cloud Platform, Cloud Infrastructure, Model Optimization, Application Specific Integrated Circuits, Performance Tuning, Computing Platforms, Cloud Hosting, Model Training, Cloud Platforms, System Configuration

    Intermediate · Course · 1 - 4 Weeks

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

  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Machine Learning and Data Analytics Part 1: Northeastern University
  • Program Structure and Algorithms Part 2: Northeastern University
  • Process Images & Extract Motion Features: Coursera
  • BigQuery Fundamentals for Redshift Professionals: Google Cloud
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • AWS Intelligent Applications with Amazon Bedrock: Pragmatic AI Labs
  • Creative AI: Text and Transformations: University of the Arts London
  • Linux ZFS Training: EDUCBA
  • Your Solopreneur Strategy: Grow Your Business with Clarity: Skillshare

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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