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An Hour of code tutorial: Hour of code is a worldwide initiative to engage students in computer science, by providing 60 minute-long ludic introduction tutorials (for instance with Minecraft or frozen components). [7] This particular tutorial is an introduction to computer science where students compose their first song with EarSketch.
Blumenfeld et al. elaborate on the processes of Project-based learning: "Project-based learning is a comprehensive perspective focused on teaching by engaging students in investigation. Within this framework, students pursue solutions to nontrivial problems by asking and refining questions, debating ideas, making predictions, designing plans ...
Python, an open-source programming language widely used in data mining and machine learning. R, an open-source programming language for statistical computing and graphics. Together with Python one of the most popular languages for data science. TinkerPlots an EDA software for upper elementary and middle school students.
AnyLogic - a multi-method simulation modeling tool for business and science. Developed by The AnyLogic Company. APMonitor - a tool for dynamic simulation, validation, and optimization of multi-domain systems with interfaces to Python and MATLAB. Arena - a flowchart-based discrete event simulation software developed by Rockwell Automation
Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession. [4] Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data. [5]
FOR is designed as an introduction to independent laboratory research and experiments follow three separate pathways: Microbiology, Animal Science, and Plant Science. To prepare for the final projects, the class meets once a week to discuss the completion of a formal research paper, working with a partner to collect data, analyze data through ...
Orange is an open-source software package released under GPL and hosted on GitHub.Versions up to 3.0 include core components in C++ with wrappers in Python.From version 3.0 onwards, Orange uses common Python open-source libraries for scientific computing, such as numpy, scipy and scikit-learn, while its graphical user interface operates within the cross-platform Qt framework.
This list of citizen science projects involves projects that engage all age groups. There are projects specifically aimed at the younger age demographic like iTechExplorers [ 7 ] which was created by a 14 year old in the UK to assess the effects of bedtime technology on the body's circadian rhythm and can be completed in a classroom setting.