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Title & Speakers	Event
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00 Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them. Date and Time Aug 22, 2025 at 9 AM Pacific Register for the Zoom Part 2: From Pixels to Predictions - Building Your GUI Dataset Hands-On Dataset Creation and Curation with FiftyOne The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need. Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts. Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything. By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data. About the Instructor Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.	Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions
AI Workshop (Virtual): Building Generative AI workflows 2023-11-07 · 17:00 Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023110709 Description: Welcome to the weekly AI virtual seminars. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world. Topic: Self-Improvement with Large Language Models Speaker: Xinyun Chen @Google DeepMind Abstract: Large language models (LLMs) have achieved impressive performance in many domains, including code generation and reasoning. However, to accomplish challenging tasks, generating the correct solution in one go becomes challenging. In this talk, I will first discuss our work self-debugging, which instructs LLMs to debug their own predicted programs. In particular, we demonstrate that self-debugging can teach LLMs to perform rubber duck debugging; i.e., without any human feedback on the code correctness or error messages, the model is able to identify its mistakes by investigating the execution results and explaining the generated code in natural language. Self-debugging notably improves both the model performance and sample efficiency, matching or outperforming baselines that generate more than 10× candidate programs. In the second part, I will further demonstrate that LLMs can also improve their own prompts to achieve better performance, acting as optimizers. Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel) Community Managers: we are looking for passionate community managers who are enthusiastic about nurturing tech communities. Join us in planning, hosting meetup events, and build and grow the local AI/ML developer community. In addition to broadening your personal network and acquiring valuable tech skills, we'll make sure to reward your dedication and time. Speakers: If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: https://forms.gle/JkMt91CZRtoJBSFUA Sponsors: We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsor. Sponsors will have the chance to speak at the meetups, receive prominent recognition, and gain exposure to our extensive membership base of 300K+ developers worldwide.	AI Workshop (Virtual): Building Generative AI workflows
AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00 Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709 Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world. This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion. Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models. What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow. Prerequisite: General coding experience. ML experience not required. Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel) Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA	AI Workshop (Virtual): Building Generative AI workflows
AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00 Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709 Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world. This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion. Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models. What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow. Prerequisite: General coding experience. ML experience not required. Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel) Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA	AI Workshop (Virtual): Building Generative AI workflows
AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00 Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709 Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world. This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion. Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models. What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow. Prerequisite: General coding experience. ML experience not required. Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel) Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA	AI Workshop (Virtual): Building Generative AI workflows

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions 2025-08-22 · 16:00

Welcome to the three part Visual Agents Workshop virtual series...your hands on opportunity to learn about visual agents - how they work, how to develop them and how to fine-tune them.

Date and Time

Aug 22, 2025 at 9 AM Pacific

Register for the Zoom

Part 2: From Pixels to Predictions - Building Your GUI Dataset

Hands-On Dataset Creation and Curation with FiftyOne

The best GUI models are only as good as their training data, and the best datasets are built by understanding what makes GUI interactions fundamentally different from natural images. In this practical session, you'll build a complete GUI dataset from scratch, learning to capture the precise annotations that GUI agents need.

Using FiftyOne as your data management backbone, you'll import diverse GUI screenshots, explore annotation strategies that go beyond bounding boxes, and implement efficient labeling workflows. We'll tackle the real challenges: handling platform differences, managing annotation quality, and creating datasets that transfer to new domains. You'll also learn advanced techniques like synthetic data generation and automated prelabeling to scale your annotation efforts.

Walk away with a production-ready dataset and the skills to build more—because in GUI agents, data quality determines everything.

By the end, you'll have both a dataset and the methodology to build the next generation of GUI training data.

About the Instructor

Harpreet Sahota is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in RAG, Agents, and Multimodal AI.

Aug 22 - Visual Agent Workshop Part 2: From Pixels to Predictions

AI Workshop (Virtual): Building Generative AI workflows 2023-11-07 · 17:00

Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023110709

Description: Welcome to the weekly AI virtual seminars. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.

Topic: Self-Improvement with Large Language Models Speaker: Xinyun Chen @Google DeepMind Abstract: Large language models (LLMs) have achieved impressive performance in many domains, including code generation and reasoning. However, to accomplish challenging tasks, generating the correct solution in one go becomes challenging. In this talk, I will first discuss our work self-debugging, which instructs LLMs to debug their own predicted programs. In particular, we demonstrate that self-debugging can teach LLMs to perform rubber duck debugging; i.e., without any human feedback on the code correctness or error messages, the model is able to identify its mistakes by investigating the execution results and explaining the generated code in natural language. Self-debugging notably improves both the model performance and sample efficiency, matching or outperforming baselines that generate more than 10× candidate programs. In the second part, I will further demonstrate that LLMs can also improve their own prompts to achieve better performance, acting as optimizers.

Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel)

Community Managers: we are looking for passionate community managers who are enthusiastic about nurturing tech communities. Join us in planning, hosting meetup events, and build and grow the local AI/ML developer community. In addition to broadening your personal network and acquiring valuable tech skills, we'll make sure to reward your dedication and time.

Speakers: If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: https://forms.gle/JkMt91CZRtoJBSFUA

Sponsors: We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsor. Sponsors will have the chance to speak at the meetups, receive prominent recognition, and gain exposure to our extensive membership base of 300K+ developers worldwide.

AI Workshop (Virtual): Building Generative AI workflows

AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00

Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709

Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.

This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion.

Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models.

What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow.

Prerequisite: General coding experience. ML experience not required.

Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel)

Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA

AI Workshop (Virtual): Building Generative AI workflows

AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00

Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709

Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.

This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion.

Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models.

What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow.

Prerequisite: General coding experience. ML experience not required.

Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel)

Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA

AI Workshop (Virtual): Building Generative AI workflows

AI Workshop (Virtual): Building Generative AI workflows 2023-10-17 · 15:00

Register on the event website to receive joining link: https://www.aicamp.ai/event/eventdetails/W2023101709

Description: Welcome to the weekly AI/ML/Data virtual hands-on workshops. Join us for deep dive tech talks on AI/ML/Data, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.

This workshop is in collaboration with LastMile AI. All participants who complete the workshop will receive a Certificate of Completion.

Building Generative AI workflows Speaker/Instructor: Andrew Hoh @LastMile AI Outline: Embrace the power of Generative AI and learn how to build Gen AI workflows with LastMile AI. This workshop will teach you the latest Gen AI technologies and provide you with the tools & skills to build your own AI powered workflows. We will explore how the landscape of AI has changed and discover how the technology will impact across a wide array of industries. During this hands-on workshop, you will build your own applications against generative text, audio, and/or image models.

What you will learn: - Generative Text\, Audio\, and Image models. - Basic and advanced Prompting (in-context learning\, zero shot\, few shot prompting\, etc.). - How to design and deploy a Generative AI workflow.

Prerequisite: General coding experience. ML experience not required.

Community on Slack - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations Join Slack (search and join the #virtualevents channel)

Contact us to submit topics and/or sponsor the meetup on venue/food/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA

AI Workshop (Virtual): Building Generative AI workflows

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