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GitHub Copilot with Python and Testing Topics Intermediate

The GitHub Copilot with Python and Testing Topics course equips developers, DevOps engineers, and software testers with AI-driven coding proficiency, solving the critical industry challenge of slow development cycles and inadequate test coverage. With 70% of developers using AI tools daily (GitHub Octoverse 2023), this course delivers hands-on mastery in generating Python code, crafting effective prompts, and automating unit and integration testing using Copilot Chat and /tests commands—directly aligning with real-world workflows.

This course prepares learners for the official Exam GH-300: GitHub Copilot certification, validating expertise in prompt engineering, responsible AI use, and test automation. Koenig Solutions provides official vendor-authorized courseware and 30-day lab access, ensuring mastery of Copilot’s testing capabilities. Graduates gain a globally recognized credential that accelerates career advancement in AI-augmented development roles.

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Course Overview

The GitHub Copilot with Python and Testing Topics course by GitHub is designed for developers, DevOps engineers, and software testers seeking to leverage AI-powered coding assistance in real-world Python development workflows. This training prepares learners for practical implementation of GitHub Copilot in test-driven development environments, aligning with industry demand where 88% of developers using AI pair programming tools report increased productivity, according to GitHub’s 2023 State of the Octoverse. The curriculum targets professionals aiming to streamline code generation, improve test coverage, and accelerate debugging cycles. It serves job roles including Python Developer, Automation Engineer, and Quality Assurance Analyst who are tasked with building reliable, maintainable codebases in agile environments.

Participants engage directly with GitHub Copilot, Visual Studio Code, Python’s unittest and pytest frameworks, and GitHub Copilot Chat within a hands-on lab environment that simulates real IDE workflows. Students configure the GitHub Copilot extension in VS Code and build comprehensive unit and integration test suites for Python applications, such as validating a `BankAccount` class with edge-case logic, exception handling, and data validation. Using slash commands like `/tests`, learners generate test scripts autonomously and refine them through iterative prompting. A key project involves enhancing a Python web API by integrating automated testing workflows, where students use mocking techniques to verify interactions between components like notification systems, ensuring robustness without external dependencies.

This course strengthens preparation for GitHub-focused developer certifications and supports broader recognition in the software engineering community, where AI-assisted development skills are increasingly embedded in technical hiring criteria. Professionals with GitHub Copilot proficiency see average salary increases of up to 15% in developer roles, particularly in cloud-native and DevOps positions. Koenig Solutions enhances this learning experience with 1-on-1 instructor-led training, Guaranteed-to-Run scheduling, and official Microsoft Learn-aligned courseware. Upon completion, learners are equipped to drive code quality and development velocity in modern engineering teams, positioning them for advancement into senior developer or automation architect roles.

What You'll Learn

Configure GitHub Copilot in Visual Studio Code to optimize Python development environments and testing workflows.
Construct precise prompts utilizing GitHub Copilot chat context awareness to generate accurate Python code suggestions.
Execute the /tests command in GitHub Copilot to automate the creation of comprehensive unit tests for Python functions.
Generate robust integration tests using GitHub Copilot to validate complex Python application modules.
Refactor existing Python code by applying GitHub Copilot suggestions to improve script maintainability and performance.
Modernize legacy Python codebases by leveraging GitHub Copilot to identify and implement current language standards.

Prerequisites

Recommended knowledge before taking this course
  • Basic knowledge of Python programming and text editors to effectively follow the course
  • Familiarity with Git commands like `git add` and `git push` to collaborate smoothly on projects
  • Experience working with GitHub repositories and understanding collaboration workflows for team projects
  • Proficiency using Visual Studio Code or another supported IDE with extension setup for seamless integration
  • Ability to set up and authenticate a GitHub Copilot with Python and Testing Topics subscription within your IDE
  • Understanding of software testing principles and experience with Python testing frameworks such as unittest or pytest to improve code quality
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Certification Exam

Everything you need to know about the GitHub Copilot with Python and Testing Topics certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
As this is a skill-based training completion rather than a vendor-certified credential, learners may review course materials and re-attempt the hands-on lab evaluations as needed to master the topics.
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

82%

of GitHub Copilot with Python and Testing Topics certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the GitHub Copilot with Python and Testing Topics certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • AI-Enhanced Python Developer
  • Developer Productivity Engineer
  • Platform Engineer (AI Integration)
  • SDET with AI Testing
  • DevOps Engineer (Copilot Automation)
  • AI Engineering Specialist

Companies Hiring

5,000+
Microsoft GitHub Accenture Deloitte Tata Consultancy Services Infosys Duolingo Goldman Sachs Salesforce Wipro

and 5,000+ organizations worldwide seeking GitHub Copilot with Python and Testing Topics certified professionals

Real Transformations

Course Student Reviews

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    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
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    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

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    SC-300 Certified ✓ Verified
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    AI Engineer

    AI-102 Certified ✓ Verified
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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the GitHub Copilot with Python and Testing Topics training course

Is the GitHub Copilot certification exam included in the GitHub Copilot with Python and Testing Topics course?
The GitHub Copilot certification exam (GH-300) is not included in this GitHub training course and requires a separate purchase. The exam fee is $99 in the U.S. You can schedule your proctored exam via Pearson VUE, which also offers an optional Exam Replay for retakes.
What delivery formats are available for the GitHub Copilot with Python and Testing Topics course?
Koenig Solutions offers this GitHub course via live instructor-led online, 1-on-1, and self-paced Flexi Video formats. Our live sessions are Guaranteed-to-Run (GTR), ensuring your training proceeds as scheduled. We also provide classroom-based training in select global locations upon specific request.
How is lab access structured for the GitHub Copilot with Python and Testing Topics course?
We provide 8 hours of hands-on lab access during live training using a BYOL (Bring Your Own Laptop) model. You will utilize your local environment with Visual Studio Code and GitHub Copilot. Exercises leverage Microsoft Learn modules, requiring intermediate Git and GitHub proficiency.
What is the Koenig Solutions rescheduling and cancellation policy for this GitHub Copilot course?
Reschedule your training without extra fees by notifying us 7 days before the start date. Cancellations 15 days prior receive a full refund. Cancellations between 7 and 14 days receive a 50% refund. Requests made within 7 days of the start date are non-refundable.
What are the requirements for the GitHub Copilot certification exam (GH-300)?
The GH-300 exam features 40–60 questions with a 100-minute limit. You must achieve a 700/1000 passing score. This proctored assessment validates your expertise in prompt engineering, GitHub Copilot features, automated testing, and responsible AI implementation within your development workflow.
What is the validity period and renewal process for the GitHub Copilot certification?
Your GitHub Copilot certification remains valid for one year. You must renew it annually by completing a free online assessment on Microsoft Learn. This process follows Microsoft’s specialty certification framework, ensuring your skills in AI-assisted development remain current and industry-recognized.
What post-training support does Koenig provide after the GitHub Copilot with Python and Testing Topics course?
Koenig offers 30 days of expert mentor guidance, full access to course materials, and community forum participation. While retakes are not included, alumni can enroll in future Guaranteed-to-Run (GTR) batches for refresher training at a special discounted rate.
What are the prerequisites for the GitHub Copilot with Python and Testing Topics course?
Participants need intermediate Git and GitHub skills, familiarity with Visual Studio Code, and experience in Python or JavaScript. A foundational understanding of AI concepts and unit testing frameworks is highly recommended to maximize your learning outcomes during this intensive training.
What career benefits arise from earning the GitHub Copilot certification?
Certified professionals report a 20–30% boost in coding efficiency and faster project delivery. In the U.S., certified developers earn between $95,000 and $130,000 annually. Demand is highest for DevOps Engineers and AI-focused roles, making this certification a high-value career investment.
How does Koenig’s instructor-led training for GitHub Copilot compare to self-study?
Our instructor-led training increases exam success through real-time feedback, guided prompt engineering, and structured labs. Koenig’s GTR classes provide deeper practical application of Python and testing scenarios than standard self-paced Microsoft Learn content, ensuring you gain job-ready AI development skills.
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