Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Skills you'll gain: Data Transformation, Database Management, Azure Synapse Analytics, Database Design, Data Wrangling, Data Architecture, Database Theory, Apache Cassandra, Apache Hive, Amazon Redshift
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Angular, Software Architecture, Software Design, Software Design Patterns, Code Reusability, Frontend Performance, JavaScript Frameworks, TypeScript, Dataflow, Maintainability, Event-Driven Programming, Scripting Languages, Javascript, Data Sharing, Real Time Data
Beginner · Course · 3 - 6 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Data Validation, Google Cloud Platform, Tensorflow, Model Optimization, Applied Machine Learning, Systems Architecture, Software Architecture, Distributed Computing, Performance Tuning, Scalability, Data Pipelines, Hybrid Cloud Computing, Dependency Analysis
Advanced · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Email Marketing, Email Automation, AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Automation, Marketing Analytics, Content Performance Analysis, Responsible AI, Customer Analysis, Web Analytics, Google Analytics, Marketing Effectiveness, Customer Retention, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Campaign Management, Data Ethics, ChatGPT
Advanced · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Computational Logic, Verification And Validation, Rust (Programming Language), Mathematical Modeling, Design Specifications, White-Box Testing, Mathematical Software, Secure Coding, Applied Machine Learning, Programming Principles, Test Tools, Theoretical Computer Science, Scientific Methods, YAML
Advanced · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Machine Learning Methods, Continuous Monitoring, AI Security, Responsible AI, Data Quality, Automation
Intermediate · Course · 1 - 4 Weeks

CertNexus
Skills you'll gain: Data Literacy, Data Science, Data Strategy, Internet Of Things, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
Mixed · Course · 1 - 3 Months

Skills you'll gain: 3D Assets, Breakage Control, Simulation and Simulation Software, Post-Production, 3D Modeling, Animation and Game Design, Simulations, Animations, Computer Graphics, Model Optimization, Course Development, Scripting, Debugging, Manufacturing and Production
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Model Optimization, Model Deployment, AI Security, Google Cloud Platform, Large Language Modeling, Responsible AI, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Program Development, Integration Testing, Computer Graphic Techniques, Computer Graphics, Code Reusability, Data Import/Export, Scripting, Model Optimization
Intermediate · Course · 1 - 4 Weeks