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Explore the Optimization Course Catalog
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
- Status: New
Skills you'll gain: Calculus, Applied Mathematics, NumPy, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment
- Status: Free
DeepLearning.AI
Skills you'll gain: Text Mining, Large Language Modeling, Performance Tuning, Generative AI
Google Cloud
Skills you'll gain: Performance Tuning, Database Management, Star Schema, Dashboard, Data Management, Cloud Storage, Data Storage
- Status: Preview
Coursera Instructor Network
Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Engineering Management, Operational Efficiency, Process Analysis, Process Optimization, Budgeting, Engineering Design Process, Safety Standards, Performance Improvement, Simulation and Simulation Software, Cost Estimation, Operational Excellence, Financial Planning
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: Free
DeepLearning.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
- Status: Free Trial
University of California, Davis
Skills you'll gain: Persona Development, Search Engine Optimization, Web Analytics and SEO, Target Audience, Keyword Research, Google Analytics, Digital Marketing, User Research, Content Strategy, Web Content, Content Performance Analysis, Data Analysis, Algorithms, Business Reporting
- Status: Free
Coursera 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)
- Status: Preview
The Chinese University of Hong Kong
Skills you'll gain: Mathematical Modeling, Advanced Mathematics, Operations Research, Debugging, Computational Logic, Algorithms
- Status: Preview
The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra
In summary, here are 10 of our most popular optimization courses
- ML Parameters Optimization: GridSearch, Bayesian, Random:Â Coursera Project Network
- Matrix Calculus for Data Science & Machine Learning:Â Packt
- Retrieval Optimization: Tokenization to Vector Quantization:Â DeepLearning.AI
- Performance and Cost Optimization with BigQuery:Â Google Cloud
- Plant Design & Economics:Â Coursera Instructor Network
- Optimization with Next.js: Build a Product Portfolio Website:Â Coursera Project Network
- Prompt Compression and Query Optimization:Â DeepLearning.AI
- GKE Workload Optimization:Â Google Cloud
- Introduction to Google SEO:Â University of California, Davis
- Unsafe Code in .NET: Memory Management and Optimization:Â Coursera Project Network