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Explore the Math for Data Science Course Catalog
University of Illinois Urbana-Champaign
Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Education and Training, Talent Management, Systems Analysis, Job Analysis, Analysis
Duke University
Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL
Institute for the Future
Skills you'll gain: Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Systems Thinking, Cognitive flexibility, Trend Analysis, Professional Development, Adaptability, Analysis
- Status: Free
Coursera Project Network
Skills you'll gain: Python Programming, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment
- Status: Free
Case Western Reserve University
Skills you'll gain: Trial Preparation, Court Systems, Criminal Investigation and Forensics, Legal Proceedings, Legal Hearings, Litigation and Civil Justice, International Relations, Legal Strategy, Diplomacy, Public Safety and National Security, Ethical Standards And Conduct, Case Law, Intelligence Collection and Analysis, Interactive Learning, Student Engagement
- Status: Free
Michigan State University
Skills you'll gain: Peer Review, Writing, Editing, Storytelling, Proofreading, Creativity
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Statistical Modeling, Bayesian Statistics, Markov Model, Decision Support Systems, Machine Learning, Probability & Statistics, Network Analysis, Statistical Inference, Sampling (Statistics), Statistical Methods, Natural Language Processing, Algorithms, Computational Thinking
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Programming Principles, Tensorflow, Data Structures, Development Environment, Keras (Neural Network Library), Jupyter, Program Development, Integrated Development Environments, Computer Programming Tools, Data Manipulation
Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Unsupervised Learning, Tensorflow, Application Deployment, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Dashboard, Unit Testing, Docker (Software), Artificial Neural Networks, Data Science, Artificial Intelligence
University of California San Diego
Skills you'll gain: Event-Driven Programming, Interactive Data Visualization, Java, Object Oriented Programming (OOP), User Interface (UI), Computer Programming, Algorithms, Software Engineering, Data Structures, Software Documentation, Debugging
- Status: New
Microsoft
Skills you'll gain: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Scripting, GitHub, Debugging, Data Cleansing, Data Manipulation, Restful API, Docker (Software), Test Driven Development (TDD)
DeepLearning.AI
Skills you'll gain: Tensorflow, Time Series Analysis and Forecasting, Applied Machine Learning, Deep Learning, Predictive Modeling, Artificial Neural Networks, Forecasting, Data Processing
In summary, here are 10 of our most popular math for data science courses
- Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign
- Spark, Hadoop, and Snowflake for Data Engineering: Duke University
- Ready, Set, Future! Introduction to Futures Thinking: Institute for the Future
- Create Your First Python Program From UST: Coursera Project Network
- Introduction to International Criminal Law: Case Western Reserve University
- Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course): Michigan State University
- Probabilistic Graphical Models: Stanford University
- Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
- IBM AI Enterprise Workflow: IBM
- Object Oriented Programming in Java: University of California San Diego