GDG Surrey is a chapter of Google Developer Groups that connects developers through learning events. It aims to foster an inclusive community where people of all experience levels can learn, grow their skills and networks, and make a positive impact through technology. Upcoming events organized by GDG Surrey include study groups and workshops to help participants prepare for Google's Professional Machine Learning Certification.

1. Imagine. Innovate. Impact.

2. Imagine. Innovate. Impact.
GDG Surrey recognizes that we are on the ancestral and unceded homelands of the
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Acknowledgement

3. What are GDGs?
Google Developer Groups (GDG) are non-profit, global initiatives that connect
developers and tech enthusiasts of all levels.
- Connect
- Meet local developers and technologists. All are welcome, including those with unique
backgrounds and from various companies and industries.
- Learn
- Learn about a range of technical topics and gain new skills through hands-on workshops,
training, events, talks, and meetups, online and in person.
- Grow
- Apply knowledge and connections to build great products and advance your skills, career, and
network. Help your community learn too.

4. What is GDG Surrey?
- GDG Surrey is diverse and inclusive tech community. Our aim is to create an
environment where everyone, from beginners to experienced tech
professionals, feels welcome and empowered.
- Our motto: Imagine. Innovate. Impact.
- imagine the possibility
- innovate to turn the ideas into reality
- create a positive impact
- We are on Discord
https://discord.gg/hBfeGXkK

5. Priti Yadav Darshan Parikh Riya Eliza Shaju Sowndarya Venkat Sid Alashi
Yashi Girdhar Neema Madayi Veetil Aiswarya Saripella Mamtha Sam Huo
Team

6. Google Developer Groups Surrey: Empowering Local Developers
Google Developer Groups (GDG) are non-profit, global initiatives that connect
developers of all levels. GDG Surrey is your local chapter, fostering an inclusive
environment where you can enhance your skills, network, and progress in your
tech career.
Road to Google Developers Certification: Dive into Google Cloud technologies
through our dynamic series of 8 events. Participate in workshops, study groups,
and coding challenges organized by GDG Surrey to help you prepare for Google
Developers Certification.
Get Involved: Whether you're a beginner or an experienced developer, GDG
Surrey welcomes you. Together, let's advance tech expertise in our community.
Become a part of GDG Surrey today and take the next step in your developer
journey.

7. Professional Machine Learning Certification
Learning Journey Organized by Google Developer Groups Surrey

8. Vasudev Maduri
Recent info Session

9. Week 2
Study Group
ML Problem Framing
- Translate business challenge into ML use case.
- Define ML problem.
- Define business success criteria.
- Identify risks to feasibility and implementation of ML solution.
- Envisioning future solution improvements.
ML Solution Architecture
- Design reliable, scalable, highly available ML solutions. Translate
business challenge into ML use case.
- Choose appropriate Google Cloud software components.
- Choose appropriate Google Cloud hardware components.
- Design architecture that complies with regulatory and security
concerns.

10. Week 3
Study Group
Preparation and Processing
- Data ingestion.
- Data exploration (EDA).
- Design data pipelines.
- Build data pipelines.
- Feature engineering.

11. Week 4
Study Group
Model Development
- Build a model.
- Train a model.
- Test a model.
- Scale model training and serving.

12. Week 5
Study Group
ML Pipeline Automation & Orchestration
- Design pipeline.
- Implement training pipeline.
- Implement serving pipeline.
- Track and audit metadata.
- Use CI/CD to test and deploy models.
ML Solution Monitoring, Optimization, and
Maintenance
- Monitor ML solutions.
- Troubleshoot ML solutions.
- Tune performance of ML solutions for training & serving in
production.

13. Week 6
Study Group
Exam Tips
- Review
- Registering for the Exam
- Tips for managing your time / test taking strategy

14. AI vs ML

15. Panel Thoughts on AI ML?
▪ What is explainable AI? How can ML Students and professionals ensure they are using AI responsibly
and ethically?
▪ Talking about responsible & Ethical AI, how does taking this course help learners navigate ethical
complexities?
▪ Could you explain more about the advantages of learning ML with Google Cloud
▪ In what ways do the skills and knowledge from taking this course translate into real-world
applications and career prospects?

16. Q&A
Thank you!
https://discord.gg/hBfeGXkK