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Explore the Statistics for Data Science Course Catalog
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Caltech
Skills you'll gain: Physical Science, Physics, General Science and Research, Mechanics, Spatial Analysis, Mathematical Modeling
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Skills you'll gain: Git (Version Control System), GitHub, Version Control, Open Source Technology, Unix Commands, Collaborative Software, Microsoft Visual Studio, Continuous Integration, Linux Commands, File Management, Web Development Tools, Software Development Tools, Shell Script, Command-Line Interface, Code Review, Application Deployment, React.js, Data Integrity, Hypertext Markup Language (HTML), Technical Communication
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Northeastern University
Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, Web Design, HTML and CSS, Web Content Accessibility Guidelines, User Interface (UI), Hypertext Markup Language (HTML), Front-End Web Development, User Interface and User Experience (UI/UX) Design, Javascript, Usability, Web Applications, Semantic Web, Data Validation
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Skills you'll gain: Cucumber (Software), Gherkin (Scripting Language), Behavior-Driven Development, Apache Maven, Restful API, Test Automation, JSON, Scalability, Application Programming Interface (API), Test Case, Test Data, Authentications, Java, Software Testing, Data Mapping
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UNSW Sydney (The University of New South Wales)
Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Computer Vision, Spatial Analysis, Machine Learning, Dimensionality Reduction, Linear Algebra, Deep Learning, Data Validation, Supervised Learning, Probability & Statistics, Artificial Neural Networks
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Skills you'll gain: Generative AI, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Application Frameworks, Tensorflow, Applied Machine Learning, Performance Tuning, Hardware Architecture, Computer Hardware, Algorithms, Scalability
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Skills you'll gain: Prompt Engineering, AI Personalization, Generative AI, Infrastructure as Code (IaC), Legal Risk, Requirements Analysis, Test Tools, Software Testing, Security Testing, ChatGPT, Risk Analysis, Sprint Planning, Software Development Tools, Software Development Life Cycle, User Interface and User Experience (UI/UX) Design, Automation, Software Documentation, Artificial Intelligence, Software Architecture, Software Development Methodologies
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Skills you'll gain: VMware ESX Servers, Patch Management, Virtualization, Virtual Machines, Hybrid Cloud Computing, Cloud Infrastructure, Configuration Management, Kubernetes, Cloud Computing Architecture, Security Controls, Network Performance Management, Data Storage Technologies, Identity and Access Management, Encryption
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Google Cloud
Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Data Pipelines, Tensorflow, Metadata Management, PyTorch (Machine Learning Library), Scikit Learn (Machine Learning Library), Containerization
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Skills you'll gain: Unix Commands, Linux Commands, File Management, Software Development Tools, Data Integrity
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University of California, Irvine
Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Algorithms, JSON, Programming Principles, OS Process Management, Functional Design, Data Structures, System Programming, Development Environment, Software Design, Remote Access Systems, Operating Systems, File Management, Program Development, Software Development Tools, Debugging, Computer Architecture
- Status: Free Trial
University of Illinois Urbana-Champaign
Skills you'll gain: Distributed Computing, NoSQL, Apache Cassandra, Cloud Computing, Systems Design, Data Storage Technologies, Apache Hadoop, Database Theory, Algorithms, Theoretical Computer Science, Scalability, C++ (Programming Language), Network Protocols
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