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Computational Science Courses

Computational Science courses can help you learn numerical analysis, simulation techniques, and data visualization. You can build skills in algorithm development, statistical modeling, and high-performance computing. Many courses introduce tools like Python, MATLAB, and R, that support implementing simulations and analyzing large datasets. You'll also explore key topics such as parallel computing, machine learning applications, and optimization methods, allowing you to tackle complex scientific problems and enhance your analytical capabilities.

Popular Computational Science Courses and Certifications


  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Model Training, Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Preprocessing, Data Import/Export, Machine Learning, Classification Algorithms

    4.5 stars, 117 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (117) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Research Design, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Variance Analysis, Data Analysis

    4.8 stars, 85 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (85) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    Refining Data for Effective Reports using SAS Visual Analytics

    Skills you'll gain: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Exploratory Data Analysis, Data Transformation, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Statistical Visualization, Business, Statistical Programming

    4.8 stars, 365 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (365) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Adobe After Effects for Beginners: Motion Design Essentials

    Skills you'll gain: Animations, Video Editing, Motion Graphics, Adobe Creative Cloud, Timelines, Design Elements And Principles, Typography, File Management

    4.4 stars, 35 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (35) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Learning MEAN Stack by Building Real world Application

    Skills you'll gain: Node.JS, User Interface (UI), MongoDB, Javascript, Web Design, Front-End Web Development, Middleware, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), jQuery, Security Controls

    4.2 stars, 67 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.2 (67) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Generative AI: The Future of UX UI Design

    Skills you'll gain: UI/UX Research, Responsible AI, Persona (User Experience), Experience Design, Miro AI, Design Software, Human Centered Design, AI Workflows, AI Integrations, Ideation, Brainstorming

    4.4 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Sustainable Neighborhoods

    Skills you'll gain: Land Development, Landscape Architecture, Environmental Science, Sustainable Systems, Sustainable Development, Environment, Case Studies, Community Development, Public Works, Sustainable Design, Sustainable Architecture, Environment and Resource Management, Natural Resource Management, Land Management, Social Studies, Economic Development

    4.7 stars, 93 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (93) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Generative AI Agents, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Artificial Intelligence, Jupyter, Healthcare Industry Knowledge, Model Training, Healthcare Ethics, Health Disparities, Health Informatics, LLM Application, Machine Learning, Deep Learning, Statistical Machine Learning, AI Integrations, AI Security, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    4.5 stars, 11 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Databricks to Local LLMs

    Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, LLM Application, Data Pipelines, Hugging Face, Large Language Modeling, Responsible AI, Analytics, Data Analysis, Data Science, Machine Learning

    3.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Advanced Java

    Skills you'll gain: Apache Maven, Spring Framework, Microservices, Spring Boot, Java, Java Programming, Back-End Web Development, Software Architecture, Server Side, Load Balancing, Web Services, Restful API, Web Applications

    4.5 stars, 52 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (52) · Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    How to Use Data

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning

    4.2 stars, 9 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (9) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Mastery: Core Concepts, Data Structures & OOP

    Skills you'll gain: File I/O, Code Reusability, Python Programming, Programming Principles, Data Dictionary, File Systems, Computational Logic, Command-Line Interface, Data Cleansing, Data Structures, Package and Software Management, File Management, Scripting, Data Manipulation, Logical Reasoning, Development Environment, Simulations

    4.8 stars, 59 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (59) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular computational science courses

  • Interpretable Machine Learning Applications: Part 1: Coursera
  • Factorial and Fractional Factorial Designs: Arizona State University
  • Refining Data for Effective Reports using SAS Visual Analytics: SAS
  • Adobe After Effects for Beginners: Motion Design Essentials: Coursera
  • Learning MEAN Stack by Building Real world Application: Board Infinity
  • Generative AI: The Future of UX UI Design: SkillUp
  • Sustainable Neighborhoods: Johns Hopkins University
  • Artificial Intelligence for Healthcare: SkillUp
  • Databricks to Local LLMs: Duke University
  • Advanced Java: LearnQuest

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