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  • Mathematical Optimization

Mathematical Optimization Courses

Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Popular Mathematical Optimization Courses and Certifications


  • W

    Whizlabs

    Azure AI & ML: Optimize Language Models for AI Applications

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Microsoft Azure, Prompt Engineering, Model Training, Cloud Deployment, Retrieval-Augmented Generation, Prompt Patterns, Prompt Engineering Tools, Model Evaluation, AI Workflows, Data Pipelines, Fine-tuning, Continuous Monitoring, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    LLM Engineer’s Handbook

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Fine-tuning, Model Deployment, Extract, Transform, Load, Data Pipelines, Model Optimization, Data Processing, CI/CD, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Model Optimization, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment

    4.8 stars, 15 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.8 (15) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Vertex Forecasting and Time Series in Practice

    Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Model Training, Google Cloud Platform, Data Preprocessing, Forecasting, Feature Engineering, Cloud Deployment, Data Transformation, Recurrent Neural Networks (RNNs), Model Optimization, Applied Machine Learning, Continuous Monitoring, Deep Learning

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply New Features in Premiere Pro CC

    Skills you'll gain: Motion Graphics, Graphic and Visual Design Software, Graphical Tools, Color Matching, Content Creation, Music

    4.6 stars, 19 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (19) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Taipei Medical University

    Clinical Pharmacokinetics: Dosing and Monitoring

    Skills you'll gain: Pharmacotherapy, Pharmacology, Medical Prescription, Drug Interaction, Medication Therapy Management, Medication Dispensation, Clinical Monitoring, Pharmacy, Pharmaceuticals, Clinical Research, Drug Development, Pharmaceutical Terminology, Nephrology, Patient Safety, Mathematical Modeling, Physiology, Analytical Testing, Biochemistry, Continuous Monitoring, Biotechnology

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • B

    Board Infinity

    Mastering Teradata for Data Warehouse & Analytics

    Skills you'll gain: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Data Storage Technologies, Database Management, Data Manipulation, Data Architecture, Data Security, Extract, Transform, Load, Database Architecture and Administration, Security Controls, Security Management, Data Transformation, Data Storage, Database Theory, Relational Databases, Solution Design

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Boost Your Brand's SEO Visibility

    Skills you'll gain: Search Engine Marketing, Content Optimization, Marketing, Google Ads, Digital Marketing Tools, Web Analytics, Performance Metric, Key Performance Indicators (KPIs), Competitive Intelligence

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Model Optimization, Data Pipelines, Dashboard Creation, Dashboard, Interactive Data Visualization, Model Training, Data Processing, Data Storage Technologies, Data Architecture, Natural Language Processing, Machine Learning Methods, Data Storage, Data Wrangling, Data Integration, Data Transformation, Machine Learning, Deep Learning

    2.7 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.7 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Virginia Darden School Foundation

    Sustainable Supply Chains

    Skills you'll gain: Sustainability Standards, Supply Management, Supply Chain, Supply Chain Management, Supply Chain Planning, Sustainable Business, Corporate Sustainability, Procurement, Strategic Sourcing, Sustainable Development, Supplier Management, Materials Management, Transportation, Supply Chain, and Logistics, Sustainable Systems, Environmental Regulations, Supplier Relationship Management, Supplier Risk Management, Environmental Laws, Logistics, Environmental Social And Corporate Governance (ESG)

    4.7 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (32) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
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In summary, here are 10 of our most popular mathematical optimization courses

  • Azure AI & ML: Optimize Language Models for AI Applications: Whizlabs
  • LLM Engineer’s Handbook: Packt
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Introduction to Vertex Forecasting and Time Series in Practice: Google Cloud
  • Apply New Features in Premiere Pro CC: EDUCBA
  • Clinical Pharmacokinetics: Dosing and Monitoring: Taipei Medical University
  • Mastering Teradata for Data Warehouse & Analytics: Board Infinity
  • Prescriptive Analytics: O.P. Jindal Global University
  • Boost Your Brand's SEO Visibility: Coursera

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