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Explore the Optimization Course Catalog
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Feature Engineering, Jupyter, Data Science, Statistics, Linear Algebra, Python Programming, Advanced Mathematics, Machine Learning, Calculus
University of Illinois Urbana-Champaign
Skills you'll gain: Digital Media Strategy, Online Advertising, Digital Marketing, Content Marketing, Marketing Strategies, Social Media Marketing, Marketing Effectiveness, Social Media, Shared Media, Paid media, Integrated Marketing Communications, Risk Management, Search Engine Optimization, Customer Relationship Management, Owned Media, Key Performance Indicators (KPIs)
DeepLearning.AI
Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Machine Learning, Python Programming, Regression Analysis, Artificial Neural Networks, Deep Learning, Derivatives
Coursera Project Network
Skills you'll gain: Real Time Data, Application Development, .NET Framework, Performance Tuning, C# (Programming Language), System Programming, Application Performance Management, Microsoft Visual Studio, Object Oriented Programming (OOP)
Skills you'll gain: Data Modeling, Database Design, Extract, Transform, Load, Data Warehousing, Performance Tuning, Data Pipelines, Data Integrity, Business Intelligence, Business Process, Data Mart, Data Validation, Data Quality, SQL, Performance Testing
- Status: Free
DeepLearning.AI
Skills you'll gain: Prompt Engineering, MongoDB, Query Languages, Metadata Management, Performance Tuning, Database Management, Large Language Modeling
University of Pennsylvania
Skills you'll gain: Generative AI, Big Data, Machine Learning, Customer Data Management, Tensorflow, Artificial Intelligence, Deep Learning, Algorithms, Process Optimization, Data Analysis, Artificial Neural Networks, Natural Language Processing
- Status: NewStatus: Free
Coursera Instructor Network
Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Data Ethics, Microsoft Azure, OpenAI, Cloud Security, Scalability, Cloud Computing, DevOps, Automation, Artificial Intelligence, CI/CD, Performance Tuning, Anomaly Detection
Google Cloud
Skills you'll gain: Performance Tuning, Database Management, Dashboard, Data Management, Data Storage
University of Pennsylvania
Skills you'll gain: Regression Analysis, Spreadsheet Software, Google Sheets, Financial Modeling, Microsoft Excel, Data Modeling, Forecasting, Risk Analysis, Probability & Statistics, Business Modeling, Statistical Analysis, Simulation and Simulation Software, Process Improvement and Optimization
University of California, Davis
Skills you'll gain: Content Creation, Social Media Strategy, Search Engine Optimization, Content Marketing, Web Analytics and SEO, Content Strategy, Social Media Marketing, Keyword Research, Target Audience, Brand Awareness, Influencing, Relationship Building
University of Pennsylvania
Skills you'll gain: Risk Modeling, Probability Distribution, Mathematical Modeling, Statistical Modeling, Risk Management, Data Visualization, Predictive Modeling, Data Modeling, Probability & Statistics, Risk Analysis, Simulation and Simulation Software, Forecasting, Data-Driven Decision-Making, Business Analysis, Process Optimization, Microsoft Excel
In summary, here are 10 of our most popular optimization courses
- Mathematics for Machine Learning: PCA: Imperial College London
- Digital Media and Marketing Strategies: University of Illinois Urbana-Champaign
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- Unsafe Code in .NET: Memory Management and Optimization: Coursera Project Network
- The Path to Insights: Data Models and Pipelines: Google
- Prompt Compression and Query Optimization: DeepLearning.AI
- AI Fundamentals for Non-Data Scientists: University of Pennsylvania
- GenAI for Azure: AI-Powered Cloud Optimization Strategies: Coursera Instructor Network
- Performance and Cost Optimization with BigQuery: Google Cloud
- Introduction to Spreadsheets and Models: University of Pennsylvania