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Explore the Quantitative Methods Course Catalog
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University of Pittsburgh
Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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Johns Hopkins University
Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix, Data Science, Data Management, Statistical Methods, Molecular Biology, Command-Line Interface, Statistical Hypothesis Testing, Linux Commands, Data Analysis Software, Statistical Modeling, Data Structures, R Programming, Computational Thinking, Jupyter, Python Programming
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Rice University
Skills you'll gain: Statistical Hypothesis Testing, Microsoft Excel, Pivot Tables And Charts, Regression Analysis, Statistics, Descriptive Statistics, Probability & Statistics, Graphing, Spreadsheet Software, Probability Distribution, Business Analytics, Statistical Analysis, Statistical Modeling, Statistical Inference, Excel Formulas, Data Analysis, Data Presentation, Business Analysis, Statistical Methods, Sample Size Determination
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University of California, Santa Cruz
Skills you'll gain: Time Series Analysis and Forecasting, Bayesian Statistics, R Programming, Forecasting, Statistical Inference, Statistical Modeling, Technical Communication, Data Presentation, Statistics, Probability, Statistical Analysis, Statistical Software, Advanced Analytics, R (Software), Data Analysis, Mathematical Modeling, Microsoft Excel, Markov Model, Statistical Methods, Data Science
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Birla Institute of Technology & Science, Pilani
Skills you'll gain: Integral Calculus, Engineering Calculations, Data Analysis, Probability & Statistics, Engineering Analysis, Computational Logic, Statistical Analysis, Linear Algebra, Logical Reasoning, Deductive Reasoning, Mathematical Modeling, Trigonometry, Bayesian Statistics, Advanced Mathematics, Statistical Methods, Artificial Intelligence and Machine Learning (AI/ML), Statistical Inference, Theoretical Computer Science, Programming Principles, Descriptive Analytics
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Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Large Language Modeling, Responsible AI, AI Personalization, Mobile Development, Anthropic Claude, Artificial Intelligence, LLM Application, Software Development Tools, Software Testing, Apple iOS, AI Product Strategy, Test Automation, Software Development, Machine Learning Methods, DevSecOps, Artificial Intelligence and Machine Learning (AI/ML)
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The University of Edinburgh
Skills you'll gain: Liberal Arts, Political Sciences, Social Studies, Research, Science and Research, Psychology, Scientific Methods, Ethical Standards And Conduct
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University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Debugging, C (Programming Language), C and C++, Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Code Review, Computer Programming, Unit Testing, Command-Line Interface, Data-oriented programming, Programming Principles, Integrated Development Environments, Algorithms, Graph Theory, Software Testing, Computer Science, File Systems
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Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Unsupervised Learning, Supervised Learning, Regression Analysis, Dimensionality Reduction, Reinforcement Learning, Generative Model Architectures, Deep Learning, Data Analysis, Statistical Methods, Statistical Inference, Applied Machine Learning, Predictive Modeling, Statistical Hypothesis Testing, Data Processing, Machine Learning Algorithms, Machine Learning, Data Science, Python Programming
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University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Go (Programming Language), C and C++, Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Debugging, Unit Testing, Algorithms, C (Programming Language), Computer Programming, Programming Principles, Integrated Development Environments, Graph Theory, Software Testing, Computer Science, File Systems, Artificial Intelligence, Integration Testing, Game Design
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University of Amsterdam
Skills you'll gain: Statistical Hypothesis Testing, Statistics, Scientific Methods, R Programming
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Skills you'll gain: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Processing, Data Analysis, Data Transformation, Data Validation, Sample Size Determination, SQL, Spreadsheet Software
Quantitative Methods learners also search
In summary, here are 10 of our most popular quantitative methods courses
- Probability Theory and Regression for Predictive Analytics:Â University of Pittsburgh
- Genomic Data Science:Â Johns Hopkins University
- Business Statistics and Analysis:Â Rice University
- Bayesian Statistics:Â University of California, Santa Cruz
- Mathematics for Engineering:Â Birla Institute of Technology & Science, Pilani
- Generative AI for Mobile App Developers:Â IBM
- Introduction to Philosophy:Â The University of Edinburgh
- C, Go, and C++: A Comprehensive Introduction to Programming:Â University of California, Santa Cruz
- IBM Machine Learning:Â IBM
- Go and C++: Programming in Two Successor Languages of C:Â University of California, Santa Cruz