• Understand the role and importance of prompt observability in LLM systems.

• Set up and configure PromptLayer using the Python SDK.

• Track and version prompts and responses with full traceability.

• Analyze token usage, latency, and model output variations.

• Organize prompt logs using tags and metadata for better clarity.

• Navigate and utilize the PromptLayer dashboard for debugging.

• Compare multiple prompt versions to identify optimal performance.

• Collaborate on prompt engineering with teams using workspaces.

• Integrate PromptLayer into production pipelines.

• Apply best practices in prompt lifecycle management.

Course Syllabus

• Module 1: Introduction to Prompt Observability

• Module 2: What is PromptLayer & Why Use It

• Module 3: Setting Up PromptLayer with Python

• Module 4: Logging Prompts and Responses Automatically

• Module 5: Understanding the PromptLayer Dashboard

• Module 6: Analyzing Token Usage and Model Latency

• Module 7: Using Tags and Metadata Effectively

• Module 8: Versioning and Comparing Prompts

• Module 9: Debugging Failed or Underperforming Prompts

• Module 10: Building Real-World Projects:

  • Chatbot Logging System

  • AI Content Generator

  • Customer Support Assistant

• Module 11: Team Collaboration and Workspace Setup

• Module 12: Integrating with LangChain and PromptOps

• Module 13: Prompt Best Practices & Observability Frameworks

• Module 14: Capstone Project – Deploying PromptLayer in a Real App

• Module 15: Interview Preparation & Certification

After completing the course, learners will receive a professional Certificate of Completion from Uplatz, recognizing their expertise in LLM prompt observability using PromptLayer. This certificate proves your ability to build, monitor, and debug prompt-driven systems in real-world applications. It is a valuable addition to your portfolio and CV—especially relevant for AI/ML engineers, data scientists, and software developers working with OpenAI APIs, ChatGPT, or LangChain. With PromptLayer becoming a standard in AI observability, this certification enhances your credibility and positions you for roles requiring production-grade AI development and compliance.

PromptLayer is rapidly gaining adoption among teams building LLM-integrated apps. Mastering this tool opens doors to specialized AI roles focused on prompt engineering, LLMOps, and AI observability. Companies today need professionals who can manage prompt behavior, debug issues in real-time, and optimize cost and performance.

After completing this course, you can pursue roles like:

• Prompt Engineer

• LLM Engineer

• AI Developer

• NLP/ML Engineer

• AI Product Analyst

• LLMOps Specialist

• Conversational AI Developer

In fast-paced environments where AI responses must be reliable, PromptLayer experts are indispensable. You’ll be qualified to work with startups, SaaS companies, enterprise AI teams, and research labs building GPT-based systems. Moreover, PromptLayer knowledge complements tools like LangChain, Helicone, or Ragas, allowing you to contribute to end-to-end AI system monitoring and compliance.

Freelancers and consultants will also find PromptLayer skills helpful for showcasing prompt performance to clients and making data-driven improvements. In short, this course doesn’t just help you build better prompts—it builds your career.

1. What is PromptLayer used for?
   PromptLayer tracks and monitors LLM prompts and responses, enabling version control, debugging, and analytics.

2. How does PromptLayer integrate with OpenAI?
   It wraps OpenAI API calls and automatically logs prompt-response data for later review.

3. What kind of data does PromptLayer capture?
   It captures prompt text, model parameters, token usage, response time, and metadata.

4. Can PromptLayer help compare different prompts?
   Yes, it enables versioning and side-by-side comparison of prompt results over time.

5. What insights can you get from the PromptLayer dashboard?
   Insights include performance metrics, token consumption, model usage, and response trends.

6. Which programming language is used to set up PromptLayer?
   Python is primarily used, leveraging PromptLayer’s SDK for integration.

7. Does PromptLayer support team collaboration?
   Yes, it offers workspaces where multiple users can share and manage prompt data.

8. What are common use cases of PromptLayer?
   AI chatbots, content generation tools, customer support assistants, and LLM monitoring.

9. How does PromptLayer help in debugging prompts?
   It provides logs for each interaction, allowing you to trace what went wrong and why.

10. Can PromptLayer integrate with LangChain or RAG pipelines?
    Yes, it supports integration with LangChain and other frameworks used for Retrieval-Augmented Generation.

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.
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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.