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Explore the Math for Data Science Course Catalog
University of Michigan
Skills you'll gain: Sampling (Statistics), Data Visualization, Statistics, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Histogram, Python Programming
Status: FreeUniversity of Pennsylvania
Skills you'll gain: Design Thinking, Performance Measurement, Innovation, Entrepreneurship, Business Modeling, Project Performance, Strategic Thinking, Project Design, Organizational Structure, Needs Assessment, Growth Strategies, Market Analysis
University of California, Irvine
Skills you'll gain: Grammar, Writing, Proofreading, Editing, Peer Review, English Language
Status: FreeUniversity of Pennsylvania
Skills you'll gain: Vital Signs, Respiration, Pulmonology, Health Assessment, Cardiology, Systems Of Measurement, Neurology, Patient Evaluation, Anatomy, Biology
Skills you'll gain: Extract, Transform, Load, Power BI, Data Validation, Data Transformation, Data Cleansing, Data Storage, Data Quality, Data Analysis, Data Integration, Data Storage Technologies, Business Intelligence
Status: FreeUniversity of Arizona
Skills you'll gain: Physical Science, Physics, Engineering, Scientific, and Technical Instruments, Ancient History, Chemistry, General Science and Research, Scientific Methods, Scientific Visualization, Research, Simulations
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Simulations, Solution Architecture, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Supervised Learning, Algorithms, Performance Testing, Artificial Neural Networks, Pseudocode, Linear Algebra, Probability Distribution, Debugging
Rice University
Skills you'll gain: Capital Budgeting, Cash Flows, Financial Statements, Microsoft Excel, Descriptive Statistics, Financial Accounting, Business Analytics, Box Plots, Probability Distribution, Finance, Financial Analysis, Data Visualization, Probability, Statistics, Business Valuation, Financial Statement Analysis, Business Mathematics, Accounting, Return On Investment, General Accounting
The University of North Carolina at Chapel Hill
Skills you'll gain: Positivity, Optimism, Resilience, Compassion, Personal Development, Emotional Intelligence, Adaptability, Relationship Building, Psychology, Creativity, Mindfulness, Community Health
Skills you'll gain: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Development Testing, Algorithms, Program Development, Software Testing, Java, Computer Programming, Programming Principles, Debugging, Scalability
Status: FreeCoursera Project Network
Skills you'll gain: Excel Formulas, Spreadsheet Software, Microsoft Excel, Microsoft 365, Data Analysis Software, Gross Profit, Business Mathematics
University of Illinois Urbana-Champaign
Skills you'll gain: Mergers & Acquisitions, Working Capital, Revenue Recognition, Financial Statements, Credit Risk, Accrual Accounting, Financial Analysis, Investments, Corporate Finance, Business Valuation, Financial Statement Analysis, Cash Flows, Financial Accounting, Bookkeeping, Financial Management, Income Statement, Business Ethics, Finance, Return On Investment, Portfolio Management
In summary, here are 10 of our most popular math for data science courses
- Understanding and Visualizing Data with Python: University of Michigan
- Social Impact Strategy: Tools for Entrepreneurs and Innovators: University of Pennsylvania
- Grammar and Punctuation: University of California, Irvine
- Vital Signs: Understanding What the Body Is Telling Us: University of Pennsylvania
- Extract, Transform and Load Data in Power BI: Microsoft
- Astronomy: Exploring Time and Space: University of Arizona
- Reinforcement Learning: University of Alberta
- Business Finance and Data Analysis Fundamentals: Rice University
- Positive Psychology : The University of North Carolina at Chapel Hill
- Data Structures and Algorithms: Amazon
