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Explore the Math for Data Science Course Catalog
Imperial College London
Skills you'll gain: Tensorflow, Generative AI, Data Pipelines, Keras (Neural Network Library), Deep Learning, Image Analysis, Computer Programming, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing, Computer Vision, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Unsupervised Learning, Probability & Statistics, Time Series Analysis and Forecasting, Jupyter, Dimensionality Reduction
Johns Hopkins University
Skills you'll gain: Object Oriented Programming (OOP), R Programming, Debugging, Functional Design, Programming Principles, Data Manipulation, Data Structures, Software Design Patterns, Performance Tuning
Howard University
Skills you'll gain: Data Wrangling, Linear Algebra, Regression Analysis, Data Manipulation, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Applied Mathematics, Python Programming, Statistical Modeling, Mathematical Software, Supervised Learning, Data Visualization Software, Jupyter, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Algebra
University of Michigan
Skills you'll gain: Growth Mindedness, Action Oriented, Personal Development, Resilience, Conscientiousness, Optimism, Goal Setting, Open Mindset, Self-Motivation, Self-Awareness, Relationship Building, Positivity, Motivational Skills, Persistence, Social Skills, Lifelong Learning, Prioritization, Planning
- Status: Free
Skills you'll gain: Docker (Software), Containerization, Kubernetes, Application Deployment, Linux Commands, CI/CD, DevOps, YAML, Command-Line Interface, Data Storage, Computer Networking
The Hong Kong University of Science and Technology
Skills you'll gain: Computer Hardware, Computer Graphics, Computer Systems, Graphics Software, Spreadsheet Software, Document Management, File Management, Data Management
Coursera Project Network
Skills you'll gain: Web Scraping, Data Visualization, Data Presentation, Data Cleansing, Exploratory Data Analysis, Scripting, Data Analysis, Data Manipulation, Data Import/Export, Data Capture, Data Transformation, Python Programming, Jupyter
- Status: Free
Peking University
Skills you'll gain: Oral Comprehension, English Language, Language Competency, Interpersonal Communications, Language Learning, Vocabulary, Culture, Cultural Sensitivity
University of Washington
Skills you'll gain: Public Speaking, Verbal Communication Skills, Communication, Communication Strategies, Composure, Instructional Design, Stress Management, Education Software and Technology, Organizational Skills
- Status: Free
University of Pennsylvania
Skills you'll gain: Ancient History, Culture, Art History, Anthropology, Social Studies, Timelines, World History, Liberal Arts, Cultural Diversity, Governance, Research Methodologies, Investigation, Storytelling
University of California San Diego
Skills you'll gain: Graph Theory, Algorithms, Network Routing, Programming Principles, Data Structures, Network Analysis, Pseudocode, Network Model
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Emerging Technologies, Digital Communications, Encryption, Theoretical Computer Science, Cryptography, Linear Algebra, Algorithms, Computational Thinking, Information Technology, Physics, Simulations, Mathematical Modeling
In summary, here are 10 of our most popular math for data science courses
- TensorFlow 2 for Deep Learning: Imperial College London
- Advanced R Programming: Johns Hopkins University
- Linear Algebra for Data Science Using Python: Howard University
- The Science of Success: What Researchers Know that You Should Know: University of Michigan
- Docker for Beginners with Hands-on labs: KodeKloud
- Introduction to Computers and Office Productivity Software: The Hong Kong University of Science and Technology
- Scrape and analyze data analyst job requirements with Python: Coursera Project Network
- More Chinese for Beginners: Peking University
- Introduction to Public Speaking: University of Washington
- Introduction to Ancient Egypt and Its Civilization: University of Pennsylvania