Mathematical thinking courses can help you learn logical reasoning, problem-solving techniques, statistical analysis, and mathematical modeling. You can build skills in critical thinking, data interpretation, and applying mathematical concepts to real-world situations. Many courses introduce tools like spreadsheets for data analysis, programming languages for simulations, and statistical software for research, showing how these skills are used in fields such as finance, engineering, and data science.

Vanderbilt University
Skills you'll gain: Event-Driven Programming, Computer Programming, Distributed Computing, Computer Science, Computational Thinking, Computer Networking, Data Structures, Natural Language Processing, Algorithms, Problem Solving, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Erasmus University Rotterdam
Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Product Development, Environment and Resource Management, Business Modeling, Innovation, Stakeholder Management, Investments, Customer Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Google Cloud Platform, Keras (Neural Network Library), Data Quality, Data Cleansing, Machine Learning Methods, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Dataflow, Application Deployment, Data Analysis, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks
Intermediate · Specialization · 3 - 6 Months

ISAE-SUPAERO
Skills you'll gain: Finite Element Methods, Structural Analysis, Vibrations, Engineering Analysis, Mathematical Modeling, Mechanical Engineering, Linear Algebra, Numerical Analysis, Applied Mathematics, Control Systems, Differential Equations
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Export Control, Tax, Tax Laws, Commercial Laws, Tax Compliance, Transportation Operations, Policy Development, Public Policies, Law, Regulation, and Compliance, Problem Solving
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Computer Vision, Forecasting, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Text Mining, Predictive Analytics, NumPy, Regression Analysis, Network Architecture, Data Processing, Data Science
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Electrical Systems, Embedded Software, Basic Electrical Systems, Power Electronics, Hardware Troubleshooting, Software Systems, Systems Architecture, Electrical Engineering, Test Engineering, Systems Integration, Debugging, Software Architecture, Human Machine Interfaces
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Deep Learning, Tensorflow, Amazon Web Services, Keras (Neural Network Library), Artificial Intelligence, Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Cloud-Based Integration, Application Deployment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Supervised Learning, Computer Vision, Machine Learning Methods, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Statistical Machine Learning, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Data Science, Programming Principles, Python Programming, Applied Machine Learning, Statistical Inference
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Data Mining, Clinical Informatics, Deep Learning, Machine Learning, Medical Science and Research, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools
Intermediate · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Prompt Engineering, Image Quality, Text Mining, Data Manipulation, Unsupervised Learning, Performance Tuning, Probability Distribution
Intermediate · Specialization · 1 - 4 Weeks