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The GitHub Certification Guide for Data Professionals
To a seasoned data analyst, scientist, or engineer, having conversations about version control and collaboration really means having conversations about Git and GitHub, which are by far the most popular tools for this purpose. In fact, most of the open-source libraries you use are hosted on GitHub, although you might not know it.
It's no surprise, then, that GitHub certifications have become one of the best ways to communicate your skills to employers. So, in this article, I will help you understand the different GitHub certifications that are out there, and I will also help you prepare so you can ace the GiHub certification exams.
Now, if you are totally new to GitHub, start with our introductory blog post: Understanding GitHub: What is GitHub and How to Use It. But I also want to give an important call out to our new GitHub Foundations skill track, which teaches you everything you need to know about version control, collaboration, and branching. Do consider enrolling because there's no substitute for a structured learning path, and this skill track is really perfect for those looking to start or advance a career in this space. So, don't forget to take a look.
What are GitHub Certifications?
GitHub certifications are an industry-recognized way of certifying your knowledge of GitHub technologies to impress employers. It validates your ability to use GitHub for various workflows. For now, GitHub offers four certifications:
- GitHub Foundations: This certification tests your knowledge of basics and core GitHub topics.
- GitHub Actions Certification: This is an intermediate certification that tests your knowledge of workflow automation with GitHub.
- GitHub Advanced Security Certification: This certification certifies your knowledge of implementing security best practices on GitHub.
- GitHub Administration Certification: This certifies your ability to maintain complex repositories and collaborate with others.
Components of GitHub Certifications
In this section, I will walk you through the components of a GitHub certification, breaking it down into four clear and manageable steps. These steps will ensure you have all the information and preparation needed to earn your results.
Step 1: Find answers to the most common questions
- How can I register? To register, you can go to the GitHub certification website, where you will see registration links for the various certifications offered.
- Are there any prerequisites? There are no required prerequisites, but I recommend you have a practical knowledge of the respective GitHub technology you are getting certified for.
- Do I need to register for all certifications? No, each certification measures various skill sets. You can go for the certification relevant to your career goals. If you need additional training, each certification has study materials you can always find to study more.
- How much do the exams cost? Each certification is the same price: $99.
- Are badges and certifications available? Yes, GitHub is partnered with Credly so you will have a digital badge and certification within 24-48 hours after passing the certification. This badge is also sharable on LinkedIn, Twitter, and Facebook. It is currently valid for at least three years, subject to change based on updates to the products covered in the certification.
GitHub certification digital badges. Source: Github Certification Registration
Step 2: Get ready for the exam
If you have a working knowledge of Git and GitHub, you can sign up and take the exams immediately. But it's important to prepare regardless to ensure that you have a clear grasp of the exam format and the kind of questions asked. Each certification on the website has a “Prepare for the GitHub Foundations exam” section where you will see learning modules to prepare for the certification. Look into our expertly-designed GitHub Foundations Certification, which was actually built in collaboration with GitHub. When you complete the course, you will receive a full 75% discount on the exam fee!
Certification and links to their learning paths. Source: GitHub Resources
These modules cover the skills asked in each certification. Completing them gives you a higher chance of passing. On the certification site, you will also see a concise study guide for each certification. This study guide shows the certification domains/skills and their respective score percentages, ensuring you don’t under-study or over-study some specific domains.
You can also take free mock exams to reflect on your preparation level and see if you are ready to take the exam. Don’t forget to practice all the concepts you have learned in the modules, as this will aid you in answering practical and case study questions.
Links to GitHub certification study guides. Source: GitHub Resources
Step 3: Sign up for the exam
You can sign up for the exam on the certification page and schedule to take it online or at a local test center at a convenient date and time. If you are taking your exam online, ensure you have strong and reliable internet access and that your PC meets the required software and hardware specifications.
If you choose to conduct your exam at a local test center, you will receive a first appointment within the first 24 hours of booking which you can reschedule within a 2-month time frame. If you can’t meet on your scheduled date, ensure you cancel or reschedule 48 hours before your appointment.
Before starting the exam, you must provide a valid government-issued ID with your name, photo, and signature. Valid IDs include an international Passport, Driver’s ID, Visa, or Green Card. Keep in mind the first and last name you used for registration must match your ID.
The duration of the exam is 120 minutes with 60 scored items, and around 10 - 15 pre-tests depending on the certification. The minimum percentage you must get to pass is around 70% and there are no penalties for wrong answers.
Step 4: Get your results!
After completing the exams, you will receive your results immediately, followed by a detailed email with the results. Within 48 hours, you should see your results and performance on the measured skill areas displayed on your dashboard.
If you fail an exam, you can retake it after 24 hours and after 14 days for each consecutive retake after the first retake. You only have 5 attempts to retake the exam. Your score report gives you details on specific skills or areas where your exam performance is weak. This can help you prepare for the next retake.
Are GitHub Certifications Worth it in 2024?
GitHub certifications are valuable depending on your goals and the specific certifications, whether you are looking to get entry into a job, looking to switch careers, or going into management and consulting. Here are some of the reasons to get a GitHub certification.
GitHub skills are essential
GitHub skills make it easy to contribute to your favorite open-source libraries, open issues when you find a bug, and discuss with the open-source community. The knowledge of GitHub is also transferable to other developer platforms, so you don’t have to learn a new tool from scratch since they both perform similar functions, even though they differ in some features.
GitHub certifications are valuable for employers
Whether you are an entry-level data professional or seeking another role, your GitHub certifications show potential employers your ability to manage code repositories, track changes, and collaborate with members of your organization on a project. GitHub certifications indicate a commitment to continuous learning and staying updated with industry standards making you stand out from the crowd.
What Jobs Can You Get With GitHub Certification?
GitHub is important for many jobs. Having these certifications will give you a competitive edge in the job market and show potential employers that you are capable of performing your role.
- Software Developer: Software developers are some of the primary users of GitHub. A software developer does everything from designing, testing, and maintaining software applications. Because software developers and software engineers often work on large teams, they need GitHub for version control and collaboration.
- Data Scientist: A data scientist uses the knowledge of statistical models and machine learning algorithms to explore and extract insights from unstructured or structured data. A data scientist uses tools like Python or R for data analysis and builds predictive models, and version control systems like GitHub to manage and maintain their code, data, and documentation.
- Data Engineer: A data engineer builds a system that enables the collection and usage of raw data. They make data available for data analysts and data scientists for processing. Data engineers use GitHub as a central hub for version control, collaboration, and code management within their data infrastructure projects. They also use the GitHub issue tracking system to ensure efficient data pipeline development.
- Machine Learning Engineer: A machine learning engineer is someone who specializes in the designing, building, and deploying of machine learning models and systems. These systems can learn to make predictions based on data. GitHub is one of the key tools of a machine learning engineer for deploying and tracking changes in machine learning models.
- MLOps Engineer: MLOps engineers deploy, manage, and optimize machine learning models in production environments. They ensure that machine learning models seamlessly integrate with software systems. They use tools like Docker and Kubernetes to optimize and scale machine learning models in production and GitHub Actions to automate the machine learning deployment process and set up CI/CD pipelines. They also use GitHub as a model registry for storing trained models with their metadata, such as metrics, hyperparameters, and experiment logs.
- Data Architect: A data architect is a professional responsible for designing, creating, and managing an organization’s data architecture. They define how data is stored, organized, integrated, and accessed within an organization’s databases. Data architects use GitHub to create and maintain documentation for their data architectures, and describe data models, schemas, and flows.
- Data Governance Specialist: A data governance specialist is a professional responsible for overseeing the data governance framework within an organization. Data governance specialists use GitHub to audit logs and access controls, to monitor who has access to sensitive data governance assets and track changes made to those assets.
- Database Administrator: A database administrator is a data professional who installs, configures, maintains, and secures organizational databases. They use GitHub to track changes on query scripts over time and collaborate with other team members. They also use it to store configuration files for database servers and tools.
Summary table
Below is a table that outlines the specific roles you can pursue with a GitHub certification, along with the key responsibilities, the key skills, and the key tools used in each position. As you might notice, GitHub is important for all these roles!
Role | Responsibilities | Key Skills | Key Tools |
---|---|---|---|
Software Developer | Design, code, and maintain applications | Programming, Software engineering, Collaboration | GitHub, IDEs, Code review tools |
Data Scientist | Extract insights using stats and ML models | Statistical analysis, Machine learning, Data wrangling | Python, R, Jupyter, GitHub |
Data Engineer | Manage and process raw data | Data modeling, Database management, Cloud computing | Data warehouses, ELT tools, SQL/NoSQL, GitHub |
ML Engineer | Build and deploy ML models | ML, Deep learning, Software engineering | PyTorch, TensorFlow, Scikit-learn, GitHub |
MLOps Engineer | Manage ML models in production | ML, DevOps, Cloud computing, Security | TensorFlow, PyTorch, Docker, GitHub |
Data Architect | Develop data architecture | Database management, Data warehousing | Data modeling tools, DBMS, GitHub |
Data Governance Specialist | Implement data governance | Data quality, Compliance, Policy development | Data quality tools, Data catalogs, GitHub |
Database Administrator | Maintain and secure databases | Database management, Monitoring, Programming | SQL/NoSQL, GitHub |
List of All GitHub Certifications
Let's look at each GitHub certifications in turn.
GitHub Foundations
This certification validates your knowledge of GitHub foundation topics such as collaborating, contributing, and working on GitHub. It also assesses your proficiency in GitHub’s basic features and best practices.
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What is it? Validates your knowledge of GitHub core features.
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Skills tested:
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Working with GitHub repositories
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Collaboration features
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Modern development
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Project management
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Privacy and security
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Prerequisites: Solid foundation of Git and GitHub
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Who is it for? Entry-level data professionals with minimal GitHub experience
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Cost: $99
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Exam format: 60 MCQ
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Validity: Minimum of three years depending on the evolution of the product assessed in the certification.
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Where to get started:
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GitHub Foundations skill track (new)
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GiHub Concepts course
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GitHub Actions
If your daily tasks involve automating and streamlining workflows, then this certification is for you. The GitHub Actions certification validates your knowledge of workflow creation, automation, and building CI/CD pipelines with GitHub Actions.
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What is it? Assess your knowledge of creating and automating workflows using GitHub actions.
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Skills tested:
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Workflow authorization and maintenance
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Authorization and maintenance of actions
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Management of GitHub Actions for the enterprise
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Prerequisites: Solid foundation and basic experience with GitHub Actions.
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Who is it for?
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Data Scientists
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Data Architects
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Data Engineers
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Machine Learning Engineers
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Cost: $99
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Exam format: 60 MCQs.
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Validity: Minimum of three years, depending on the evolution of the product assessed in the certification
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Where to get started:
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GitHub Actions study guide
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GitHub Actions documentation
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GitHub Advanced Security
This certification assesses your knowledge of identifying vulnerabilities, securing workflows, and implementing security best practices to maintain code integrity.
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What is it? Validates your ability to secure workflows and implement security best practices.
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Skills tested:
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GHAS security features and functionality
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Configuration and use of dependency management
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Configuration and use of code scanning
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Use of code scanning with CodeQL
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Configuration of GitHub Advanced Security tools in GitHub Enterprise
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Prerequisites: Deep understanding of GitHub and its security features and experience securing software development workflows
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Who is it for?
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Data Governance Specialists
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Database Administrators
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MLOps Engineers
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Data Engineers
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Data Architects
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Cost: $99
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Exam format: 60 MCQs
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Validity: Minimum of three years, depending on the evolution of the product assessed in the certification.
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Where to get started:
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GitHub Advanced Security study guide
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GitHub Advanced Security documentation
GitHub Administration
The certification aims to validate the knowledge of GitHub enterprise Administration to maintain a secured GitHub environment that meets organizational and developer needs.
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What is it? Validates knowledge of GitHub Enterprise Administration.
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Skills tested:
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GitHub enterprise support for users and key stakeholders
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Management of user identities and GitHub authentication
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Knowledge of GitHub deployment, distribution, and licensing
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GitHub Actions management
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GitHub packages management
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Prerequisites: Solid foundation and basic experience with GitHub Administration
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Who is it for?
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MLOps Engineer
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Database Administrators
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Cost: $99
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Exam format: 60 MCQs
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Validity: Minimum of three years depending on the evolution of the product assessed in the certification.
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Where to get started:
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GitHub Administration study guide
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GitHub Enterprise Administration documentation
How to Choose the Right GitHub Certification
Here, I will share some ideas so you can choose the right certification for you.
Alignment with career goals
Even though you can choose to take all certifications, go for the one that best aligns with your career. If you are seeking a junior role, you should go for the GitHub Foundations certification first. Someone with some years of practical experience with GitHub can take up any of the specialist certifications depending on the relevance to their career goals. The table below is a summary of data roles and their respective certification.
Role | GitHub Foundations | GitHub Actions | GitHub Advanced Security | GitHub Administrator |
---|---|---|---|---|
Software Developers | Recommended | Recommended | - | - |
Data Scientist | Recommended | Recommended | - | - |
Data Engineer | Recommended | Recommended | Recommended | - |
Machine Learning Engineer | Recommended | Recommended | - | - |
MLOps Engineer | Recommended | Recommended | Recommended | Recommended |
Data Architect | Recommended | Recommended | Recommended | - |
Data Governance Specialist | Recommended | - | Recommended | - |
Database Administrator | Recommended | - | Recommended | Recommended |
Difficulty level
The certification exams vary in terms of difficulty. The GitHub Foundations certification is the easiest since it assesses knowledge of core GitHub concepts, while the other certifications are more advanced because they are specialized and test specific GitHub technologies.
Cost and investment
All the GitHub certifications have the same fee. If you don’t have the finances to take all the certifications relevant to you, you can decide to go for the most important certification in your field and take the others subsequently with time.
How to Pass the GitHub Certifications?
Here are some things to keep in mind to help you pass:
Understand all the logistics involved
Ensure you read the candidate handbook to guide you on how to successfully conduct the exams. Talk to experts, mentors, or those who have had experience writing the exams to give you tips on how to succeed in the examinations and explain challenging concepts to you.
If you are going to write at a local test center, ensure you are familiar with the location before the day of the examination. Ensure you also have all the required means of government identification before the examination and you don’t make any mistakes when providing details during registration, unmatching details with your means of identification can disqualify you from taking the exams.
Prepare and study in advance
Ensure you finish all the modules in the certification learning path and concentrate on skills or domains with the highest percentage. Many online platforms offer mock exams, so ensure you conduct these mock exams to judge your level of preparation and know the skills where you are weakest.
Secure a quiet spot on the day of the certification exam
Ensure where you decide to write the exams is quiet and no one enters the room throughout the examination. If you encounter any problem when writing the exams, ensure you communicate with the proctor through the chat window.
Techniques for mastering practical tasks
Practice, practice, and practice! Don’t just read the theory in the modules without practicing. You might encounter case study questions. Effective practice will ensure you answer these questions correctly.
Common pitfalls to avoid on exam day
Here are some common things to watch out for on exam day.
- Ineffective Time Management: Failing to allocate appropriate time to each section of the exam can result in incomplete answers and rushed responses.
- Plagiarism and Cheating: This one goes without saying. Engaging in dishonest practices violates exam rules and you will forfeit the money you paid.
- Spending Too Much Time on Complex Questions: Getting stuck on difficult questions can consume valuable time that could be better spent on questions you are more confident about.
Maintaining your Certification
Certification renewal process
Your certification is valid for three years after passing your test. However, as the product evolves, GitHub will release a new exam to cover the updates made to the product.
Staying updated with GitHub features and updates
The best ways to stay current with GitHub features and updates are to be an active community member, contribute to open-source projects, discuss with community members, and participate in workshops and conferences. This keeps you up to date with what is new and trending.
Beyond GitHub Certifications: Get Certified as a Data Professional
Getting certified by GitHub is not the end but a means to an end. It shows your ability to collaborate and use a version control system. But you need to demonstrate your core skills depending on the career path you are on. There are a variety of professional data certifications on DataCamp to supplement your GitHub certification. These certifications not only prove that you can collaborate with others on GitHub but also deliver on the job as a data professional. Together taken, these certifications tell a compelling story to any prospective employer.
Final Thoughts
Earning a GitHub certification is a huge achievement that will help you in the long run by boosting your career as a data professional.
As the data industry evolves, staying current with tools like GitHub highlights your technical prowess and dedication to continuous learning. Enroll in our GitHub Foundations skill track to become and expert, and also check out these additional DataCamp resources:
- GitHub Actions and MakeFile: A Hands-on Introduction: Explore how to automate workflows and build efficient pipelines using GitHub Actions and MakeFile through practical examples and step-by-step guides.
- Machine Learning & Data Science at GitHub: Discover the powerful features and integrations GitHub offers for machine learning and data science projects, enhancing collaboration and project management.
- A Beginner's Guide to CI/CD for Machine Learning: Learn the fundamentals of continuous integration and continuous deployment (CI/CD) for machine learning, including best practices and real-world applications to streamline your development process.
Good luck on your exam!
Learn Git Fundamentals Today
Experienced data science instructor and Biostatistician with expertise in Python, R, and machine learning.
Frequently Asked Questions
What is the value of getting a GitHub certification for data professionals?
Obtaining a GitHub certification demonstrates your proficiency in using GitHub tools and technologies. It demonstrates your proficiency in version control, collaboration, and best practices using GitHub which is an important skill for managing and sharing code effectively when working with data.
Which GitHub certifications are available and relevant for data professionals?
GitHub offers four certifications: GitHub Foundations, GitHub Actions, GitHub Advanced Security, and GitHub Administration which are all relevant when working with data depending on your daily task as a data professional.
How can I prepare for a GitHub certification exam?
When you sign up for the exam, you will see some learning modules. Do also consider our GitHub Foundations skill track, which is very comprehensive!
What skills and knowledge are assessed in GitHub certification exams?
Depending on the certification exams, GitHub certification can measure skills such as understanding version control concepts, collaboration, workflow automation, and securing and managing workflows.
How do GitHub certification exams compare to other industry certifications for data professionals?
GitHub certifications are highly regarded for their focus on practical hands-on skills in version control and collaboration which are essential for data professionals.
What is the minimum percentage I must get to pass?
The minimum percentage you must get to pass is around 70%. There are no penalties for wrong answers.
How many attempts do you have to take each test, in case you don’t pass?
You have 5 attempts to retake the exam.
For how long is my GitHub certification valid?
Your certification is valid for three years after passing your test.
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