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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


  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Aptly

    Google Search Advertising Implementation

    Skills you'll gain: Google Ads, Advertising Campaigns, Search Engine Marketing, Pay Per Click Advertising, Performance Analysis, Performance marketing, Bidding, Campaign Management, Conversion Funnel Analysis, Online Advertising, Digital Advertising, Digital Marketing Campaigns, Web Analytics, Campaign Planning, Performance Metric, Key Performance Indicators (KPIs), Target Audience, Performance Management

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Machine Learning with Python: Build & Optimize

    Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Python Programming, Applied Machine Learning, Model Optimization, Data Processing, Pandas (Python Package), Data Wrangling, Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Data Science, Dimensionality Reduction, AI Workflows, Unsupervised Learning

    4.8 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Predictive Modeling, Data Processing, Development Environment, Predictive Analytics, Project Performance, Design, Software Installation

    4.6 stars, 17 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Multimodal and cross-modal AI integrations

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, AI Orchestration, AI Workflows, Generative AI, AI Integrations, Microsoft Azure, OpenAI API, Prompt Patterns, LLM Application, Image Analysis, Software Architecture, Application Design, Computer Vision, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Sungkyunkwan University

    The Fundamental of Data-Driven Investment

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Performance Analysis, Risk Modeling, R Programming, R (Software), Time Series Analysis and Forecasting, Risk Analysis, Financial Analysis, Market Data, Financial Modeling, Financial Forecasting, Financial Data, Statistical Programming, Risk Management, Correlation Analysis, Regression Analysis, Data Manipulation

    4.4 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Relational Database Administration Capstone Project

    Skills you'll gain: Database Administration, Database Architecture and Administration, Relational Databases, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Database Software, Extract, Transform, Load, Database Management Systems, Database Design, Data Maintenance, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security

    4.7 stars, 19 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (19) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Create your UX portfolio with Adobe Portfolio

    Skills you'll gain: Adobe Creative Cloud, Web Content, Digital Publishing, Content Creation, Visual Storytelling, Content Management, Multimedia, Design Software, Layout Design, User Experience Design

    4 stars, 8 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4 (8) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Pearson

    AWS Certified Machine Learning - Specialty

    Skills you'll gain: Model Training, Model Deployment, Exploratory Data Analysis, Model Evaluation, Cloud Deployment, Data Preprocessing, Data Analysis, Data Wrangling, Model Optimization, Amazon Redshift, Amazon Elastic Compute Cloud, Amazon CloudWatch, Application Deployment, AWS Kinesis, Data Pipelines, Extract, Transform, Load, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize Meetings: Boost Team Productivity

    Skills you'll gain: Meeting Facilitation, Productivity, Time Management, Calendar Management, Business Workflow Analysis, Performance Analysis, Process Optimization, Program Evaluation, Drive Engagement, Data-Driven Decision-Making, Scheduling, Auditing, Proposal Development, Data Import/Export

    4.8 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (27) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IESE Business School

    Gestión de Operaciones

    Skills you'll gain: Operations Management, Process Design, Operations, Process Improvement, Administration, Business Operations, Operational Analysis, Operational Efficiency, Inventory Management, Workflow Management, Process Management, Performance Improvement, Continuous Improvement Process, Organizational Strategy, Process Improvement and Optimization, Service Improvement, Inventory Management System, Inventory Control, Process Analysis, Capacity Management

    4.9 stars, 22 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (22) · Intermediate · Course · 1 - 4 Weeks

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

  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Google Search Advertising Implementation: Aptly
  • Machine Learning with Python: Build & Optimize: EDUCBA
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Multimodal and cross-modal AI integrations: Microsoft
  • The Fundamental of Data-Driven Investment: Sungkyunkwan University
  • Relational Database Administration Capstone Project: IBM
  • Create your UX portfolio with Adobe Portfolio: Coursera
  • AWS Certified Machine Learning - Specialty: Pearson
  • Optimize Meetings: Boost Team Productivity: Coursera

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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