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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


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    Coursera

    Demystifying EV Batteries: Tech & Management

    Skills you'll gain: Electrical Systems, Performance Tuning, Energy and Utilities, Thermal Management, Control Systems, Capacity Management, Electrical Safety, Sustainable Technologies, System Monitoring, Performance Analysis, Chemistry, Materials science, Continuous Monitoring

    4.2
    Rating, 4.2 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Financial Mastery with Oracle Hyperion

    Skills you'll gain: Budgeting, Financial Data, Financial Reporting, Accounting and Finance Software, Financial Forecasting, Consolidation, Financial Management, Accounting Software, Business Reporting, Management Reporting, Forecasting, Financial Analysis, Performance Measurement, Operational Analysis, Financial Planning, Month End Closing, Dashboard, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Deep Learning with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    NVIDIA: Prompt Engineering and Data Analysis

    Skills you'll gain: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Strategic Career Planning in Technology-Based Roles

    Skills you'll gain: Strategic Planning, Workforce Development, Applicant Tracking Systems, Professional Networking, Computer Science, LinkedIn, Professional Development, Technology Strategies, Recruitment, Adaptability, Information Technology, Branding

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    NVIDIA: LLM Experimentation, Deployment, and Ethical AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, PyTorch (Machine Learning Library), AI Security, MLOps (Machine Learning Operations), Tensorflow, Information Privacy, Model Deployment, Machine Learning, A/B Testing, Version Control, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Machine Learning Rapid Prototyping with IBM Watson Studio

    Skills you'll gain: Feature Engineering, Model Deployment, Data Preprocessing, Model Evaluation, Data Transformation, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Automation, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Data Science, IBM Cloud, Python Programming, Performance Tuning

    4.3
    Rating, 4.3 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep MLA-C01: AWS Machine Learning Engineer Assocaite

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Model Deployment, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Modern Web Development Specialization

    Skills you'll gain: Restful API, CI/CD, Model View Controller, ASP.NET, Cloud Infrastructure, Continuous Deployment, Load Balancing, OAuth, Continuous Integration, Cloud Computing, Cloud Applications, Cloud Deployment, Application Deployment, Cloud Platforms, Build Tools, Web Development, Web Applications, Microservices, Single Sign-On (SSO), Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    165 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Whizlabs

    Exam Prep DP-300: Azure Database Administrator Associate

    Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Operational Databases, Transact-SQL, Database Architecture and Administration, Performance Tuning, SQL, Cloud Computing, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Design of Formwork System

    Skills you'll gain: Building Codes, Building Information Modeling, Cost Estimation, Construction Management, Structural Engineering, Engineering Drawings, Construction Engineering, Value Engineering, Construction, Visualization (Computer Graphics), 3D Modeling, Safety Assurance, Engineering Calculations

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Kaizen Event: Become a Certified Kaizen Event Specialist

    Skills you'll gain: Process Analysis, Kaizen Methodology, Process Improvement, Solution Delivery, Business Process Improvement, Quality Improvement, Continuous Improvement Process, Team Management, Lean Methodologies, Root Cause Analysis, Cross-Functional Collaboration, Goal Setting

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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1…444546…101

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

  • Demystifying EV Batteries: Tech & Management: Coursera
  • Financial Mastery with Oracle Hyperion: Coursera
  • Deep Learning with PyTorch: Coursera
  • NVIDIA: Prompt Engineering and Data Analysis: Whizlabs
  • Strategic Career Planning in Technology-Based Roles: Coursera
  • NVIDIA: LLM Experimentation, Deployment, and Ethical AI: Whizlabs
  • Machine Learning Rapid Prototyping with IBM Watson Studio: IBM
  • Exam Prep MLA-C01: AWS Machine Learning Engineer Assocaite: Whizlabs
  • Modern Web Development Specialization: EDUCBA
  • Exam Prep DP-300: Azure Database Administrator Associate: Whizlabs

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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