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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • M

    Microsoft

    Getting started with generative AI in Azure

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, AI Security, Data Ethics, Microsoft Azure, Artificial Intelligence, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Security Controls, Fine-tuning, Large Language Modeling, Deep Learning, Model Optimization, Model Evaluation

    4.4 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Optimization, Model Deployment, iOS Development, Apple iOS, Android Development, Tensorflow, Swift Programming, Model Training, Mobile Development, Embedded Systems, Computer Vision, Machine Learning

    4.7 stars, 655 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (655) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy

    4.5 stars, 60 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (60) · Intermediate · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • C

    Coursera

    Utilize LinkedIn for Career Search

    Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Applicant Tracking Systems, Content Optimization, Web Presence, Social Media, Editing

    4.6 stars, 271 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • C

    Coursera

    How to Optimize Your Instagram Account

    Skills you'll gain: Instagram, Social Media Content, Content Creation, Social Media, Social Media Management, Driving engagement, Account Strategy, Web Presence, Growth Strategies, Brand Awareness, Account Management, Digital Design

    4.2 stars, 342 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (342) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • G

    Goldman Sachs

    Fundamentals of Operations, with Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Process Analysis, Operational Efficiency, Business Operations, Operations Management, Operational Analysis, Process Management, Operations, Business Process, Business Process Improvement, Process Optimization, Process Development, Process Improvement, Customer experience improvement, Growth Strategies, Business Technologies

    4.6 stars, 417 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (417) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • 2

    28DIGITAL

    Mastering Digital Twins

    Skills you'll gain: Digital Assets, Digital Transformation, Case Studies, digital literacy, Business Modeling, Production Process, Systems Architecture, Manufacturing Processes, Innovation, Process Optimization

    4.1 stars, 468 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (468) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Kaizen Methodology, Data-Driven Decision-Making, Continuous Quality Improvement (CQI), Performance Improvement, Statistical Process Controls, Data Analysis, Process Optimization, Regression Analysis, Kanban Principles

    4.9 stars, 79 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (79) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Fine-tuning, Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Agentic Workflows, Decision Intelligence, Test Case, Agentic systems, User Interface (UI), Performance Testing, Model Training, Applied Machine Learning, Artificial Intelligence, Model Optimization, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation

    4.4 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad de Palermo

    E-Business: Negocios Online

    Skills you'll gain: Online Advertising, E-Commerce, Marketing Strategy and Techniques, Digital Marketing, Digital Advertising, Digital Brand Strategy, Business Strategy, Social Media Strategy, New Business Development, Google Ads, Advertising, Technology Strategies, Digital Transformation, Email Marketing, Social Media, Search Engine Optimization, Business Transformation, Advertising Campaigns, Social Media Marketing, Social Media Campaigns

    4.7 stars, 260 reviews, Beginner, Course, 1 - 4 Weeks

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

  • P

    Peking University

    算法设计与分析 Design and Analysis of Algorithms

    Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Combinatorics, Computational Thinking, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Network Routing, Bioinformatics, Design Strategies, Model Optimization

    4.7 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (53) · Intermediate · Course · 1 - 3 Months

    Status: Trending right now
    Trending right now
    Category: Preview
    Preview
  • H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Machine Learning Methods, Autoencoders, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Model Training, Machine Learning, Machine Learning Software, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Classification Algorithms, Random Forest Algorithm, Data Import/Export, Model Optimization, Data Manipulation

    4.5 stars, 74 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (74) · Intermediate · Course · 1 - 3 Months

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

  • Getting started with generative AI in Azure: Microsoft
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • AI and Machine Learning Essentials with Python: University of Pennsylvania
  • Utilize LinkedIn for Career Search: Coursera
  • How to Optimize Your Instagram Account: Coursera
  • Fundamentals of Operations, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Mastering Digital Twins: 28DIGITAL
  • Lean Six Sigma Green Belt Professional Training: EDUCBA
  • Building Intelligent Troubleshooting Agents: Microsoft
  • E-Business: Negocios Online: Universidad de Palermo

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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