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Explore the Math for Data Science Course Catalog
- Status: Free
UNSW Sydney (The University of New South Wales)
Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Mathematical Modeling, Estimation
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Systems Design, Tensorflow, Hybrid Cloud Computing, Google Cloud Platform, Systems Architecture, Performance Tuning, Applied Machine Learning, Machine Learning, Distributed Computing, Scalability, Data Pipelines
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Exploratory Data Analysis, Dimensionality Reduction, Keras (Neural Network Library), Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Computer Vision, Predictive Modeling, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Random Forest Algorithm, Data Science, Python Programming, Generative AI, Classification And Regression Tree (CART)
DeepLearning.AI
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Image Analysis, Data Ethics, Computer Vision, Deep Learning, Applied Machine Learning, Machine Learning, Unsupervised Learning, Information Privacy, Artificial Intelligence
Arizona State University
Skills you'll gain: Learning Management Systems, Education Software and Technology, Technology Strategies, End User Training and Support, Emerging Technologies, Innovation, Digital Transformation, Language Learning
Johns Hopkins University
Skills you'll gain: Epidemiology, Spatial Data Analysis, Public Health, Data Presentation, Geographic Information Systems, Biostatistics, Community Health, Health Policy, Risk Analysis, Data Collection
Skills you'll gain: Istio, Kubernetes, Cloud-Native Computing, Containerization, OpenShift, Docker (Software), Application Deployment, CI/CD, Command-Line Interface, YAML, Microservices, Scalability
University of California San Diego
Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Theoretical Computer Science, Computational Thinking, Precision Medicine, Life Sciences
University of Maryland, College Park
Skills you'll gain: Usability, Human Computer Interaction, Authentications, Security Engineering, Usability Testing, Human Factors, Information Privacy, Personally Identifiable Information, User Interface (UI) Design, Multi-Factor Authentication, User Centered Design, Design
Google
Skills you'll gain: Adobe XD, User Experience Design, Usability Testing, Figma (Design Software), Responsive Web Design, Wireframing, Information Architecture, User Experience, Prototyping, UI/UX Research, Presentations, Design Reviews, User Story, Storyboarding, Mockups, Ideation, Software Documentation, User Research, User Centered Design, Web Design
- Status: New
DeepLearning.AI
Skills you'll gain: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Presentation, Data Visualization Software, Business Analysis, Data Analysis, Analytics, Business Requirements, Exploratory Data Analysis, Data-Driven Decision-Making, Stakeholder Engagement
University of Michigan
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Jupyter, Python Programming, Matplotlib, NumPy
In summary, here are 10 of our most popular math for data science courses
- Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
- Production Machine Learning Systems: Google Cloud
- Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
- Apply Generative Adversarial Networks (GANs): DeepLearning.AI
- Teach English Now! Technology Enriched Teaching: Arizona State University
- Essential Epidemiologic Tools for Public Health Practice: Johns Hopkins University
- Introduction to Containers w/ Docker, Kubernetes & OpenShift: IBM
- Algorithms on Strings: University of California San Diego
- Usable Security: University of Maryland, College Park
- Google UX Design (PT): Google