Skip to main content

Assess your internal programmers on a regular basis using Jupyter notebooks - A probable way to enrich and baseline developers

 

  1. Install Jupyter: To build a Jupyter notebook environment, you will first need to install Jupyter on your computer. You can do this by installing Anaconda, which includes Jupyter, or by installing Jupyter separately.

  2. Install nbgrader: nbgrader is a tool that allows instructors to create and grade assignments in Jupyter notebooks. You can install nbgrader by running the command “pip install nbgrader” in your command prompt.

  3. Create assignments: Once nbgrader is installed, you can create assignments using Jupyter notebooks. nbgrader provides several commands that allow you to create assignments, add test cases, and grade them.

  4. Create a JupyterHub server: JupyterHub is a tool that allows multiple users to access Jupyter notebooks on a single server. This can be useful for a programming class, where multiple students need to access the same assignments. You can create a JupyterHub server by installing JupyterHub and configuring it to work with nbgrader.

  5. Integrate with a Learning Management System (LMS): Integrating JupyterHub with a LMS such as Canvas, Blackboard, or Moodle allows students to access the assignments and submit their work. It also allows instructors to easily grade and provide feedback on the assignments.

  6. Add a test runner: To add test cases to the assignments and run them automatically, you can use test runners such as nose or pytest. This allows students to automatically check their code against test cases and get instant feedback.

  7. Provide feedback and grades: Finally, you can use the nbgrader commands to grade the assignments and provide feedback to students. You can also use the JupyterHub server to track student progress and access the graded assignments.

It's important to note that this process might require some technical knowledge and experience in order to set it up correctly. If you need additional help or support, you can reach out to the Jupyter community or consider hiring a professional developer.

What are the options available other than say mbgrader, a quick check on google provides a gamut of projects that help in achieving this goal

  1. nbgrader: nbgrader is an open-source tool that allows instructors to create and grade assignments in Jupyter notebooks. It supports multiple programming languages and can be easily integrated with other tools such as JupyterHub and GitHub.

  2. Jupyter Notebook Evaluator: Jupyter Notebook Evaluator (JNE) is another open-source tool that allows instructors to create and grade assignments in Jupyter notebooks. It has a built-in test execution engine and supports multiple programming languages.

  3. Autograder: Autograder is a cloud-based tool that allows instructors to create and grade assignments in Jupyter notebooks. It supports multiple programming languages and can be easily integrated with other tools such as GitHub and Canvas.

  4. JupyterLab-grading-extension: JupyterLab-grading-extension is a JupyterLab extension that allows instructors to grade Jupyter notebooks in-place. It supports multiple programming languages and can be used in conjunction with other tools such as GitHub.

  5. Gradescope: Gradescope is a cloud-based tool that allows instructors to create and grade assignments in Jupyter notebooks. It supports multiple programming languages and can be easily integrated with other tools such as Canvas and Blackboard.

  6. Jupyter Notebook Checker: Jupyter Notebook Checker (Jupyter nbchecker) is a command-line tool that checks the quality of Jupyter notebooks. It can be used to check the code, markdown, and outputs of the notebooks, and it supports multiple programming languages.

  7. Jupyter Test: Jupyter Test is a command-line tool that allows instructors to run test cases on Jupyter notebooks. It supports multiple programming languages and can be easily integrated with other tools such as GitHub and Travis CI.


Comments

Post a Comment

Popular posts from this blog

Malware Damage - It is real and you need to be ready ...

  Malware, short for "malicious software," is any software intentionally designed to cause harm to computer systems, networks, or devices. Malware can take many forms, including viruses, trojan horses, worms, ransomware, spyware, and adware, among others. The dangers of malware are numerous, and it is crucial to protect yourself from malware to avoid serious consequences, such as: Data theft: Malware can be designed to steal personal information, such as bank account details, social security numbers, and login credentials. Once this information is stolen, it can be used for identity theft, financial fraud, and other malicious activities. System damage: Some malware can damage your computer system, causing it to crash or malfunction. This can result in lost data, system downtime, and costly repairs. Financial loss: Malware can also be used to extort money from victims. For example, ransomware can lock down a victim's computer and demand payment in exchange for the decrypti...
Post a Comment
Read more

HIPAA - What is that we need to know .... Cyberawareness for a Health Care Organization

  Here is a detailed cyber awareness training for HIPAA candidates: Introduction to HIPAA: Provide an overview of the Health Insurance Portability and Accountability Act (HIPAA) and the importance of protecting patient information. Understanding HIPAA regulations: Explain the different regulations under HIPAA, such as the Privacy Rule, Security Rule, and Breach Notification Rule. Identifying and reporting breaches: Teach employees how to identify a potential breach of patient information and the proper procedures for reporting it. Phishing and social engineering: Provide training on how to identify and avoid phishing emails and other social engineering tactics. Passwords and authentication: Teach employees about the importance of strong passwords and multi-factor authentication. Mobile device security: Discuss the risks of using mobile devices to access patient information and the measures employees can take to keep the information secure. Remote access security: Explain the risks ...
Post a Comment
Read more

Where are you on your Cybersecurity > Part 1 Evaluate your strenghts and weaknesses..

  here's a checklist to identify strengths and weaknesses in cybersecurity in a team. The user can score themselves against each item to identify gaps in their cybersecurity posture: Cybersecurity Policies and Procedures: Does your team have documented cybersecurity policies and procedures? Are they up-to-date and reviewed regularly? Are they communicated effectively to all team members? Access Controls: Do you have strong password policies in place? Do you enforce multi-factor authentication for sensitive accounts? Do you restrict access to sensitive information and systems on a need-to-know basis? Network Security: Do you have a secure network architecture that includes firewalls, intrusion detection and prevention, and security monitoring? Are your network devices, such as routers and switches, configured securely? Do you monitor and log network activity for potential security threats? Endpoint Security: Do you have antivirus and anti-malware software installed on all endpoints?...
Post a Comment
Read more