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Explore the Scientific Computing Course Catalog
- Status: Free Trial
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Feature Engineering, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Machine Learning Methods, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Python Programming
- Status: Free Trial
Amazon Web Services
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Data Migration, Cloud Storage, API Gateway, Hybrid Cloud Computing, Cloud Management, Cloud Infrastructure, Cloud Security, Data Import/Export
- Status: Free Trial
Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Performance Management, Network Monitoring, Cloud Computing Architecture, Containerization, Network Architecture, Network Security, Cloud Storage, Cloud Services, Identity and Access Management, Network Routing, Virtual Private Networks (VPN), Network Troubleshooting
National Taiwan University
Skills you'll gain: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Programming Principles, Computer Programming, Python Programming, Decision Making
University of Pennsylvania
Skills you'll gain: Computational Thinking, Algorithms, Pseudocode, Python Programming, Data Structures, Computer Hardware, Computer Programming, Analysis, Debugging
- Status: Free Trial
Skills you'll gain: Istio, Software Development Life Cycle, Node.JS, HTML and CSS, Containerization, Kubernetes, Server Side, MongoDB, Application Deployment, Cloud-Native Computing, NoSQL, Software Architecture, Development Environment, Restful API, OpenShift, Git (Version Control System), Cloud Applications, GitHub, Ajax, Interviewing Skills
DeepLearning.AI
Skills you'll gain: Generative AI, Large Language Modeling, OpenAI, ChatGPT, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Tensorflow, Applied Machine Learning, Scalability, Natural Language Processing, Application Deployment, Reinforcement Learning, Performance Tuning, Performance Metric
- Status: Free Trial
Skills you'll gain: Computer Networking, Network Troubleshooting, Network Administration, TCP/IP, Network Protocols, Network Routing, Dynamic Host Configuration Protocol (DHCP), Virtual Private Networks (VPN), Network Security, Wireless Networks, Network Model, Data Integrity
- Status: Free Trial
Skills you'll gain: User Story, Cloud Computing Architecture, Agile Software Development, Cloud Services, Agile Methodology, Kanban Principles, DevOps, Backlogs, Cloud Security, Cloud Technologies, Cloud Infrastructure, Sprint Retrospectives, Cloud Platforms, Agile Project Management, Cloud Hosting, Cloud Engineering, Cloud-Native Computing, CI/CD, Test Driven Development (TDD), Scrum (Software Development)
- Status: Free Trial
Stanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Programming Principles, Probability & Statistics, Probability
- Status: Free Trial
Skills you'll gain: Information Systems Security, Network Security, Computer Security, Application Security, Cybersecurity, Security Awareness, Cyber Attacks, Encryption, Data Security, Cryptography, Security Strategy, Information Technology, Security Management, Authorization (Computing), Threat Management, Firewall, Network Administration, Identity and Access Management, Threat Detection, Hardening
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Data Wrangling, Data Visualization, Plot (Graphics), Statistical Programming, Ggplot2, Big Data, Git (Version Control System), Data Integration, Knitr, Data Analysis, Data Sharing, Statistical Reporting
In summary, here are 10 of our most popular scientific computing courses
- Mathematics for Machine Learning: Imperial College London
- AWS Fundamentals: Amazon Web Services
- Preparing for Google Cloud Certification: Cloud Network Engineer: Google Cloud
- 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
- Computational Thinking for Problem Solving: University of Pennsylvania
- IBM Back-end JavaScript Developer: IBM
- Generative AI with Large Language Models: DeepLearning.AI
- The Bits and Bytes of Computer Networking: Google
- DevOps, Cloud, and Agile Foundations: IBM
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University