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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


  • D

    DeepLearning.AI

    Retrieval Optimization: Tokenization to Vector Quantization

    Skills you'll gain: Token Optimization, Embeddings, Retrieval-Augmented Generation, Vector Databases, Model Optimization, Large Language Modeling, Performance Tuning

    Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • P

    Packt

    Applied Machine Learning and Model Optimization

    Skills you'll gain: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Model Training, Data Preprocessing, Classification Algorithms, Dimensionality Reduction, Data Transformation, Fine-tuning

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Columnar Storage and Query Optimization

    Skills you'll gain: SQL, Query Languages, Database Management, Database Design, Data Processing, Performance Tuning, Data Storage Technologies, Database Theory, Database Systems, Data Storage, Metadata Management, Database Management Systems, Database Software, Data Access, Databases, Data Warehousing, Data Management, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    ML Parameters Optimization: GridSearch, Bayesian, Random

    Skills you'll gain: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis

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

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

  • N

    Novartis

    Lead Selection & Optimization

    Skills you'll gain: Drug Development, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Pharmacotherapy, Biochemical Assays, Clinical Research, Biochemistry, Chemistry, Laboratory Research, Infectious Diseases

    4.9 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Comprehensive Tuning and Optimization for Oracle Databases

    Skills you'll gain: Performance Tuning, Oracle Databases, Operational Databases, Data Maintenance, SQL, Linux Administration, System Monitoring, Operating System Administration, Linux, Database Management, Linux Commands, File I/O, Data Migration, Database Architecture and Administration, Performance Testing, Data Storage Technologies, Scenario Testing, Data Storage, Memory Management

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Generative AI Content and Prompt Optimization

    Skills you'll gain: Personalized Campaigns, Prompt Engineering, AI Personalization, Content Optimization, A/B Testing, Generative AI, Content Strategy, Digital Content

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Ecommerce Features and Optimization

    Skills you'll gain: Email Automation, Payment Processing, Search Engine Optimization, E-Commerce, Web Analytics and SEO, Credit/Debit Card Processing, Order Management, User Provisioning, Real Time Data, Merchandising, User Feedback, Transaction Processing, Promotional Strategies

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Token Optimization, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Embeddings, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Distributed Query Optimization and Security

    Skills you'll gain: Database Management, Database Architecture and Administration, Apache Hadoop, Database Theory, Query Languages, Database Management Systems, Big Data, Databases, SQL, Data Access, Distributed Computing, Data Processing, Data Integrity, Authorization (Computing), Data Storage Technologies, File Systems, Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    SQL Analytics: Aggregation, Subqueries & Query Optimization

    Skills you'll gain: SQL, Database Management, Transaction Processing, Performance Tuning, Databases, Business Reporting, Database Management Systems, Data Integrity, Database Development, Analytics, Descriptive Analytics, Data Processing, Data Import/Export, Data Structures, Scripting

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Advanced Google Ads Optimization Strategies

    Skills you'll gain: Google Ads, Pay Per Click Advertising, Keyword Research, Online Advertising, Target Audience, Digital Advertising, Paid media, Conversion Funnel Analysis, Performance marketing, Campaign Planning, Campaign Management, Advertising Campaigns, Budget Management, Data-Driven Marketing, Forecasting, Bidding, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…789…218

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

  • Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI
  • Applied Machine Learning and Model Optimization: Packt
  • Columnar Storage and Query Optimization: Edureka
  • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
  • Lead Selection & Optimization: Novartis
  • Comprehensive Tuning and Optimization for Oracle Databases: Packt
  • Generative AI Content and Prompt Optimization: Coursera
  • Advanced Ecommerce Features and Optimization: Packt
  • Prompt Compression and Query Optimization: DeepLearning.AI
  • Distributed Query Optimization and Security: Johns Hopkins University

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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