AI-Powered DevOps: Using GitHub Copilot, CodeGuru & AIOps
Automate and optimize DevOps workflows with AI tools like GitHub Copilot, Amazon CodeGuru, and AIOps for modern software delivery.
Course Duration: 10 Hours
Preview AI-Powered DevOps: Using GitHub Copilot, CodeGuru & AIOps course
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AI-Powered DevOps: Using GitHub Copilot, CodeGuru & AIOps – Online Course
AI-Powered DevOps: Using GitHub Copilot, CodeGuru & AIOps is a comprehensive online training designed for developers, DevOps engineers, and IT professionals aiming to modernize their software delivery pipelines through artificial intelligence. This self-paced course offers both foundational knowledge and hands-on experience, empowering learners to automate, optimize, and enhance the entire DevOps lifecycle using cutting-edge AI tools.
In the evolving world of software development and operations, traditional DevOps practices are being redefined with the integration of artificial intelligence. Enter AI-Powered DevOps—where machine learning models assist in everything from code suggestions to automated bug detection, cost optimization, monitoring, anomaly detection, and predictive analytics. This course walks you through the integration of three powerful tools—GitHub Copilot, Amazon CodeGuru, and AIOps platforms—to streamline your development-to-deployment pipeline.
What is AI-Powered DevOps?
AI-Powered DevOps is the application of AI and ML technologies to DevOps processes such as continuous integration, delivery, testing, and monitoring. By leveraging AI-based tools:
- GitHub Copilot auto-generates code snippets, tests, and documentation directly in your IDE.
- Amazon CodeGuru reviews code quality, finds performance bottlenecks, and suggests improvements.
- AIOps platforms (like IBM Watson AIOps, Moogsoft, or Dynatrace) use machine learning to automate anomaly detection, root cause analysis, and incident response.
The goal is to reduce manual effort, increase reliability, and achieve faster deployment with fewer bugs and better observability.
How to Use This Course Effectively
This course is structured for progressive learning. Begin with the fundamentals of AI in DevOps, and gradually move on to practical implementations of each tool. Follow along with the hands-on labs and projects to experience real-world scenarios. You’ll practice writing code with Copilot, analyzing feedback from CodeGuru, and configuring alerts and automations with AIOps tools. Use the case studies and projects to build your personal DevOps AI toolkit.
This course is ideal for:
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DevOps engineers seeking to enhance CI/CD with AI
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Software developers wanting to increase productivity and code quality
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SREs and IT Ops professionals looking to implement intelligent monitoring and alerts
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Engineering leaders adopting AI-driven development and operations strategies
Course/Topic 1 - Coming Soon
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The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.
Course Objectives Back to Top
By the end of this course, you will be able to:
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Understand the principles of AI-Powered DevOps and its impact on modern workflows.
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Use GitHub Copilot to accelerate coding, testing, and documentation.
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Review code quality and performance issues with Amazon CodeGuru Reviewer and Profiler.
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Set up and integrate AIOps platforms for intelligent incident detection and resolution.
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Automate testing, deployment, and CI/CD workflows with AI support.
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Implement predictive analytics to detect performance bottlenecks and failures.
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Reduce Mean Time to Resolution (MTTR) using AI-based insights and RCA.
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Monitor system health and logs using AI and ML.
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Apply anomaly detection techniques using real AIOps tools.
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Develop real-world projects that demonstrate AI-enhanced DevOps pipelines.
Course Syllabus Back to Top
Course Syllabus
Module 1: Introduction to DevOps & AI Integration
- What is DevOps?
- The evolution of DevOps with AI
- Benefits and challenges of AI in DevOps
Module 2: GitHub Copilot Essentials
- What is GitHub Copilot?
- Installing and configuring Copilot
- Autocomplete, suggestions, and documentation generation
- Writing functions, tests, and APIs with Copilot
Module 3: Amazon CodeGuru Introduction
- Overview of CodeGuru Reviewer and Profiler
- Setting up repositories for analysis
- Interpreting recommendations
- Code optimization strategies
Module 4: Continuous Integration with AI
- CI/CD concepts refresher
- Using GitHub Actions with AI tools
- Automating quality gates with CodeGuru
Module 5: AIOps Overview & Platforms
- What is AIOps?
- Market leaders: IBM Watson AIOps, Moogsoft, Dynatrace, and others
- Use cases: predictive analytics, anomaly detection, RCA
Module 6: Log Analysis & Anomaly Detection with AIOps
- Log ingestion and parsing
- Correlating metrics and logs
- Building anomaly detection workflows
Module 7: Alerting and Automation
- Intelligent alerting vs threshold-based alerting
- Event correlation and automated incident response
- Integration with Slack, PagerDuty, and ticketing tools
Module 8: Security Automation in DevOps with AI
- AI in vulnerability scanning
- Automated code audits
- Shift-left security practices
Module 9: Real-World Project – AI-Driven CI/CD Pipeline
- End-to-end pipeline: GitHub Copilot → Code Review → Testing → Monitoring
- Auto-remediation workflows
- Reporting and dashboarding
Module 10: Best Practices, Case Studies & Industry Adoption
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Lessons from AI-DevOps adoption
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AI maturity model in DevOps
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Final capstone project and certification guidance
Certification Back to Top
On successful completion of the course, learners will receive an industry-recognized Certificate of Completion from Uplatz, validating their expertise in AI-Powered DevOps practices. This certificate not only demonstrates technical proficiency in integrating AI tools like GitHub Copilot, CodeGuru, and AIOps platforms but also proves a learner's readiness for real-world automation scenarios in modern DevOps workflows.
The certification is valuable to developers, DevOps engineers, and IT professionals seeking roles in forward-thinking organizations adopting AI-enhanced pipelines. It adds weight to your resume, showcases your commitment to future-ready DevOps practices, and can significantly enhance job prospects and career growth.
Career & Jobs Back to Top
The adoption of AI in DevOps is rapidly reshaping the roles in software development and operations. With automation, intelligent monitoring, and predictive capabilities, organizations are increasingly looking for professionals who can implement and manage AI-enhanced pipelines.
After completing this course, learners can pursue roles such as:
- AI DevOps Engineer
- DevOps Automation Specialist
- Site Reliability Engineer (SRE)
- Software Developer (with AI Tool Integration)
- CI/CD Pipeline Architect
- Platform Engineer
- Monitoring and Observability Engineer
- Cloud Engineer with AIOps expertise
Industries ranging from fintech and healthcare to e-commerce and SaaS are implementing AI-driven DevOps to improve uptime, code quality, and time-to-market. This course prepares you for roles in both startups and large enterprises that are evolving toward AI-centric operations. The demand for hybrid DevOps-AI skills is growing exponentially, making this course a timely investment in your tech career.
Interview Questions Back to Top
1. What is AI-Powered DevOps?
AI-Powered DevOps involves applying AI and ML technologies to automate and enhance DevOps practices like code generation, testing, monitoring, and incident response.
AI-Powered DevOps involves applying AI and ML technologies to automate and enhance DevOps practices like code generation, testing, monitoring, and incident response.
2. How does GitHub Copilot assist in software development?
GitHub Copilot uses AI to suggest code, write boilerplate functions, generate test cases, and assist in documentation, improving developer productivity.
GitHub Copilot uses AI to suggest code, write boilerplate functions, generate test cases, and assist in documentation, improving developer productivity.
3. What is Amazon CodeGuru, and how is it used?
Amazon CodeGuru is a tool that uses ML to review code, detect bugs, and recommend improvements. It has Reviewer for static code analysis and Profiler for runtime performance profiling.
Amazon CodeGuru is a tool that uses ML to review code, detect bugs, and recommend improvements. It has Reviewer for static code analysis and Profiler for runtime performance profiling.
4. How does AIOps differ from traditional monitoring tools?
AIOps uses machine learning to detect anomalies, correlate events, and automate responses, while traditional tools rely on static thresholds and manual intervention.
AIOps uses machine learning to detect anomalies, correlate events, and automate responses, while traditional tools rely on static thresholds and manual intervention.
5. Can GitHub Copilot write complete applications?
While Copilot can suggest and complete code snippets, it’s a productivity enhancer and still requires human oversight for logic, context, and security.
While Copilot can suggest and complete code snippets, it’s a productivity enhancer and still requires human oversight for logic, context, and security.
6. What are some use cases of AIOps in incident management?
AIOps can predict failures, detect anomalies in logs and metrics, correlate alerts, and trigger auto-remediation actions—reducing downtime and MTTR.
AIOps can predict failures, detect anomalies in logs and metrics, correlate alerts, and trigger auto-remediation actions—reducing downtime and MTTR.
7. What programming languages are supported by Amazon CodeGuru?
CodeGuru currently supports Java, Python, and JavaScript (limited preview) for code reviews and profiling.
CodeGuru currently supports Java, Python, and JavaScript (limited preview) for code reviews and profiling.
8. How does AI improve CI/CD pipelines?
AI tools can identify failing code early, suggest corrections, automate testing, and optimize deployments through pattern recognition and learning from historical data.
AI tools can identify failing code early, suggest corrections, automate testing, and optimize deployments through pattern recognition and learning from historical data.
9. What is the role of ML models in AIOps platforms?
ML models in AIOps analyze large datasets to detect deviations from norms, cluster similar events, and recommend corrective actions based on past incidents.
ML models in AIOps analyze large datasets to detect deviations from norms, cluster similar events, and recommend corrective actions based on past incidents.
10. How can this course help in your career progression?
This course equips you with AI-enhanced DevOps skills that are in high demand, helping you qualify for emerging roles and contribute to modern, intelligent software delivery pipelines.
This course equips you with AI-enhanced DevOps skills that are in high demand, helping you qualify for emerging roles and contribute to modern, intelligent software delivery pipelines.
Course Quiz Back to Top
FAQs
Back to Top
Q1. What are the payment options?
A1. We have multiple payment options:
1) Book your course on our webiste by clicking on Buy this course button on top right of this course page
2) Pay via Invoice using any credit or debit card
3) Pay to our UK or India bank account
4) If your HR or employer is making the payment, then we can send them an invoice to pay.
Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php
Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.
Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.
Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.
Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php
Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php
Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.
Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100
Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours.
Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual
Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience.
Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle
Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies.
Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done
Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more
Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done
Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.
Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly.
Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment.
Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year.
Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription
Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.
Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience.
Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!
Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field.
However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.
Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".
Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".
Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.