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Explore the Optimization Course Catalog
Status: FreeDeepLearning.AI
Skills you'll gain: Text Mining, Large Language Modeling, Performance Tuning, Generative AI

Coursera Project Network
Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis

Coursera Project Network
Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
Status: FreeDeepLearning.AI
Skills you'll gain: Prompt Engineering, MongoDB, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Large Language Modeling, Data Pipelines

Google Cloud
Skills you'll gain: Kubernetes, Load Balancing, Google Cloud Platform, Containerization, DevOps, Performance Testing, Application Performance Management, Cloud Infrastructure, Configuration Management

Coursera Project Network
Skills you'll gain: Web Development Tools, React.js, JavaScript Frameworks, Front-End Web Development, HTML and CSS, Performance Tuning, Web Development, Cascading Style Sheets (CSS), Microsoft Visual Studio
Status: FreeCoursera Project Network
Skills you'll gain: Real Time Data, Application Development, .NET Framework, Performance Tuning, Secure Coding, C# (Programming Language), System Programming, Application Performance Management, Microsoft Visual Studio, Object Oriented Programming (OOP)

Google Cloud
Skills you'll gain: Performance Tuning, Database Management, Star Schema, Dashboard, Data Management, Cloud Storage, Data Storage

Coursera Project Network
Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Keyword Research, Content Strategy, Digital Marketing, Google Analytics, Marketing, Content Performance Analysis, Content Creation, Social Media, Information Architecture, Generative AI, User Experience
Status: FreeSkills you'll gain: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Data Storage Technologies, Data Migration

Skills you'll gain: Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Management, Load Balancing, Capacity Management, Network Architecture
In summary, here are 10 of our most popular optimization courses
- Retrieval Optimization: Tokenization to Vector Quantization:Â DeepLearning.AI
- ML Parameters Optimization: GridSearch, Bayesian, Random:Â Coursera Project Network
- Hyperparameter Tuning with Keras Tuner:Â Coursera Project Network
- Prompt Compression and Query Optimization:Â DeepLearning.AI
- GKE Workload Optimization:Â Google Cloud
- Optimization with Next.js: Build a Product Portfolio Website:Â Coursera Project Network
- Unsafe Code in .NET: Memory Management and Optimization:Â Coursera Project Network
- Performance and Cost Optimization with BigQuery:Â Google Cloud
- Supply Chain Network Optimization Using MILP on RStudio:Â Coursera Project Network
- Google SEO Fundamentals:Â University of California, Davis










