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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


  • Status: Free Trial
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    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Fine-tuning, Model Deployment, Applied Machine Learning, Application Deployment, API Testing, Model Optimization

    Advanced · Course · 1 - 3 Months

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    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: New
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    Madecraft

    Digital Marketing Fundamentals

    Skills you'll gain: Lead Generation, Digital Marketing, Digital Brand Strategy, Marketing Strategies, Target Audience, Marketing Automation, Pay Per Click Advertising, Social Media Marketing, Content Marketing, Demand Generation, Brand Marketing, Persona Development, Digital Advertising, A/B Testing, Search Engine Optimization, Marketing Analytics, Content Strategy, Advertising, Journey Mapping, Automation

    Beginner · Course · 1 - 3 Months

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    Packt

    Financial Analysis - Build a ChatGPT Pairs Trading Bot

    Skills you'll gain: Prompt Patterns, Prompt Engineering, ChatGPT, Financial Trading, Performance Measurement, Technical Analysis, Decision Intelligence, AI Enablement, Performance Analysis, Securities Trading, Financial Market, AI literacy, Correlation Analysis, Benchmarking, Market Data, Model Optimization, Generative AI, Return On Investment, Statistical Hypothesis Testing, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Model Optimization, Model Training, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Reporting & Quality Assurance

    Skills you'll gain: Dashboard, Power BI, Management Reporting, Quality Assurance, Data Quality, Performance Reporting, Problem Management, Project Controls, Process Improvement and Optimization, Stakeholder Analysis, Process Analysis, Data Validation, Issue Tracking, Quality Assurance and Control, Process Optimization, Process Improvement, Project Management, Root Cause Analysis, Data Analysis, Business Operations

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

    Skills you'll gain: Transfer Learning, Model Training, Machine Learning Methods, Applied Machine Learning, Debugging, Decision Intelligence, Deep Learning, Machine Learning, Artificial Intelligence, Model Evaluation, Model Optimization, Analysis, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Generative Model Architectures, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Azure DevOps Pipelines, Data Processing, Large Language Modeling, Cloud Deployment, Machine Learning Software, Data Cleansing, Machine Learning Algorithms, Fine-tuning, Classification Algorithms

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    Fine-tuning Image Models with Diffusion

    Skills you'll gain: Model Deployment, Fine-tuning, Model Optimization, Generative AI, Application Deployment, AI Workflows, Generative Model Architectures, Model Training, AI Personalization, Image Quality, Embeddings, Autoencoders, Performance Tuning, Data Preprocessing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Blender Modeling & Export: From Props to Unreal

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Video Game Development, Animation and Game Design, Computer Graphics, Graphics Software, Editing, Data Import/Export, Model Optimization

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    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

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

  • Building and Fine-Tuning LLM Applications: Packt
  • LLM Engineer’s Handbook: Packt
  • Digital Marketing Fundamentals: Madecraft
  • Financial Analysis - Build a ChatGPT Pairs Trading Bot: Packt
  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • Reporting & Quality Assurance: Coursera
  • Structurer des projets d’apprentissage automatique: DeepLearning.AI
  • Exploratory Data Analysis & Core ML Algorithms: Packt
  • Azure ML Bootcamp: Machine Learning on the Cloud: Packt
  • Fine-tuning Image Models with Diffusion: 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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