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Explore the Math for Data Science Course Catalog
- Status: Free
Stanford University
Skills you'll gain: Cryptography, Data Encryption Standard, Encryption, Key Management, Advanced Encryption Standard (AES), Public Key Cryptography Standards (PKCS), Cybersecurity, Authentications, Data Integrity, Secure Coding, Algorithms
Microsoft
Skills you'll gain: Database Systems, Microsoft Azure, Databases, Relational Databases, MySQL, SQL, Database Management, Cloud Services, PostgreSQL, Data Storage Technologies, Data Security
University of Alberta
Skills you'll gain: Requirements Analysis, Agile Software Development, Agile Methodology, Kanban Principles, Project Planning, Requirements Elicitation, Sprint Retrospectives, Requirements Management, Functional Requirement, Business Requirements, Sprint Planning, Software Development Methodologies, Software Development Life Cycle, Scrum (Software Development), Software Technical Review, Software Development, Product Requirements, Risk Management Framework, Agile Project Management, User Story
Skills you'll gain: Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Text Mining, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, Data Processing
University of Colorado Boulder
Skills you'll gain: Database Design, SQL, Database Management Systems, NoSQL, Relational Databases, Data Warehousing, Database Theory, Database Administration, Databases, Database Architecture and Administration, Database Systems, Database Management, Data Modeling, Query Languages, MongoDB, Big Data, Data Architecture, Data Integrity, Data Access, Data Analysis
Skills you'll gain: Data Import/Export, C++ (Programming Language), Object Oriented Programming (OOP), Data Validation, Object Oriented Design, Programming Principles, Computer Programming, Data Structures, File Management, Integrated Development Environments, Software Documentation, Computer Science, Pseudocode, Maintainability, Data Storage
Johns Hopkins University
Skills you'll gain: Ggplot2, Software Documentation, Open Source Technology, Tidyverse (R Package), Package and Software Management, Web Scraping, Data Manipulation, Data Visualization Software, Leaflet (Software), R Programming, Datamaps, Visualization (Computer Graphics), Data Cleansing, Interactive Data Visualization, Data Transformation, Object Oriented Programming (OOP), GitHub, Version Control, Debugging, Functional Design
- Status: Free
University of Toronto
Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Human Learning, Human Development, Psychotherapy, Behavior Management, Social Sciences, Scientific Methods, Creativity, Experimentation, Cultural Diversity, Research, Ethical Standards And Conduct
Vanderbilt University
Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Development Environment, Debugging, Algorithms
University of Michigan
Skills you'll gain: Anatomy, Pulmonology, Cardiology, Respiration, Gynecology, Obstetrics And Gynecology, Orthopedics, Neurology, Urology, Kinesiology, Medical Imaging, Vital Signs, General Medicine, Biology, Medical Terminology
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Deep Learning, Supervised Learning, IBM Cloud, Predictive Modeling, Classification And Regression Tree (CART), Unsupervised Learning, Reinforcement Learning, Software Development Life Cycle
Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark
In summary, here are 10 of our most popular math for data science courses
- Cryptography I: Stanford University
- Microsoft Azure SQL: Microsoft
- Software Product Management: University of Alberta
- Generative AI and LLMs: Architecture and Data Preparation: IBM
- Databases for Data Scientists: University of Colorado Boulder
- Programming in C++: A Hands-on Introduction: Codio
- Mastering Software Development in R: Johns Hopkins University
- Introduction to Psychology: University of Toronto
- Java for Android: Vanderbilt University
- Anatomy: University of Michigan