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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


  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Machine Learning with PySpark

    Skills you'll gain: PySpark, Model Optimization, Model Training, Applied Machine Learning, Data Manipulation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Statistical Visualization, Data Preprocessing, Data Visualization Software, Model Deployment, Exploratory Data Analysis, Data Manipulation, Data Wrangling, Model Training, Predictive Modeling, Model Optimization, R Programming, Data Processing, R (Software), Ggplot2, Predictive Analytics, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    YouTube Growth: Boost Your Engagement

    Skills you'll gain: Drive Engagement, Driving engagement, Live Streaming, Content Development and Management, Digital Publishing, Content Scheduling, Social Media Marketing, Growth Strategies, Customer Engagement, Social Media Content, Content Management, Social Media Strategy, Content Optimization, Video Production, Content Strategy, Content Creation, Production Schedule

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • 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

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Product Marketers: Data-Driven Campaigns

    Skills you'll gain: AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Analytics, A/B Testing, Campaign Planning, Marketing Strategies, Marketing Effectiveness, Digital Marketing Campaigns, Prompt Engineering Tools, Product Marketing, Campaign Management, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Prompt Engineering, Analytics, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Deep Learning, Tensorflow, Convolutional Neural Networks, LLM Application, Computer Vision, Fine-tuning, Responsible AI, Generative Model Architectures, Model Training, Generative AI, Data Ethics, Multimodal Prompts, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    STARWEAVER

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Decision Intelligence, Data-Driven Decision-Making, ChatGPT, AI Integrations, Analysis, Forecasting, Predictive Modeling, Process Optimization, Automation, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Blender to Unreal Engine 5 – Fantasy River Diorama Scene

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Computer Graphics, Virtual Environment, Computer Graphic Techniques, Animation and Game Design, User Interface (UI), Model Optimization, Video Game Development, Image Quality, Performance Tuning, Data Import/Export, Fine-tuning, Game Design, Graphic and Visual Design, Simulations

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Facebook Insights: Crack the Algorithm

    Skills you'll gain: Content Performance Analysis, Facebook, Social Media Content, Analysis, Social Media, Content Optimization, Social Media Marketing, Content Marketing, Social Media Analytics, Content Strategy, Content Creation, Driving engagement, Digital Content

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced 3D Modeling and Architectural Design

    Skills you'll gain: 3D Modeling, 3D Assets, Architectural Design, Performance Tuning, Model Optimization, Architecture and Construction, Computer Graphics, Computer Graphic Techniques, Graphical Tools, Design Elements And Principles, Aesthetics

    Advanced · Course · 1 - 3 Months

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

  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • Machine Learning with PySpark: Edureka
  • Tidymodels in R: Building tidy machine learning models: Coursera
  • YouTube Growth: Boost Your Engagement: Coursera
  • Auto Machine Learning (AutoML) Using AutoGluon: Coursera
  • LLM Engineer’s Handbook: Packt
  • GenAI for Product Marketers: Data-Driven Campaigns: Coursera
  • Learning Deep Learning: Unit 3: Pearson
  • Gen AI Sales Forecasting and Marketing Analysis: STARWEAVER
  • Blender to Unreal Engine 5 – Fantasy River Diorama Scene: Packt

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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