AI and Machine Learning | C2C Community

AI and Machine Learning

Introduce efficiencies to improve operations and add intelligence for digital transformation of products or services.

  • 293 Topics
  • 361 Replies

Introducing the AI & ML Moderators

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293 Topics

ilias
C2C Team Member
iliasC2C Team Member
published in AI and Machine Learning

Introducing the AI & ML Moderators

Let us introduce you to our AI & ML Moderator: Markus KoyUsername:     markuskBio:Markus is the founder of thefluent.me and a Google Build Partner and AI enthusiast based in Vancouver, British Columbia. Markus has 18 years of experience as a Business Analyst, IT Project Manager, IT Consultant, Strategic Controller, and Developer. Born and raised in Germany, Markus immigrated to Canada in 2008. His hobbies include fishing, snowshoeing, and hiking. Fine out more about Markus and thefluent.me here: https://community.c2cglobal.com/product-updates/using-ai-to-improve-spoken-language-fluency-with-markus-koy-founder-of-thefluent-me-1628Company: thefluent.meJob Title: Founder/ Owner  Mohammad AlaminUsername:    malamin      Bio:Mohammad is an AI/ML solutions architect at Aiiotsys. A computer training center has opened in Bangladesh. He was teaching computer skills to everyone. He graduated with honors in Computer Science from the University of Greenwich in London.Company: Aiiotsys.Job Titl

2134
Dimitris Petrakis
C2C Team Member
10 months ago
ojpetar
ojpetarCommunity Member
asked in AI and Machine Learning

How to get API keys to use with Vertex AI or PalM 2 API

Hey community! I am looking into replacing some of our OpenAI usage with Vertex / PalM 2 and am wondering how to get the necessary API and use them in production. We would be using these APIs in cloud functions. gcloud auth print-access-token does not work in cloud functions.I’ve used service account credentials to initialize clients for other APIs like translate, bigquery, etc., but this endpoint does not accept a service account credential.Should I use the runtimes service account and get an access token that way? curl -s "http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/token" -H "Metadata-Flavor: Google" | jq -r .access_token Here’s the sample request found in the Vertex AI playground API_ENDPOINT="us-central1-aiplatform.googleapis.com"PROJECT_ID="home-service-62a33"MODEL_ID="text-bison@001"curl \-X POST \-H "Authorization: Bearer $(gcloud auth print-access-token)" \-H "Content-Type: application/json" \"https://${API_ENDPOINT}/v1/projects/${PROJE

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ojpetar
1 day ago
MarkusK
MarkusKModerator
posted in AI and Machine Learning

Check out generative AI in 10 minutes with Vertex AI and without coding

This video is about exploring Generative AI Studio, which provides a simple interface for experimenting with Large Language Models (LLMs). A structured prompt tells the LLM to extract data from a text in different formats e.g., as a table. You can also see how to tune the model to improve the quality of the responses without coding. Finally, the video shows how to deploy the tuned model.  Here is the link to the video:  

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Katsiaryna Vyshydkevich
6 days ago
Mayank Yadav
Mayank YadavCommunity Member
posted in AI and Machine Learning

Merchandise Planning with Gen AI: Drive Sales and Profitability

From forecasting to planning to inventory to customer experience, you need a unified system tracking everything and making intelligent recommendations.Merchandise planning is not an exception. A well-trained, AI-powered solution can change the planner’s life drastically. Merchandising moves goods towards people. For that you need to be able to plan intelligently to put the right product, at the right price, at the right time, in front of the right people.The secret of successful merchandising in 2023 is AI. The global AI in retail market is expected to grow from USD 4.84 billion to USD 31.8 billion, at a CAGR of 30.5% in 2021-2028 period (source).Let’s see how Gen AI and large language models can be the driving force for the growth and profitability of your retail business. 4 Pillars of Merchandise Planning Picture this: you have a store stocked to the brim with products. But, they sit untouched, collecting dust. A nightmare situation!Avoid retail nightmares with the 4 pillars of merch

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Mayank Yadav
12 days ago
alexandria.johnson
C2C Team Member
alexandria.johnsonC2C Team Member
posted in AI and Machine Learning

Upcoming Event - Google for Startups Cloud Program: AI Benefits AMA

Join @jackieojeda, @hannahparker, and Allison Kornher on May 31 at the Google for Startups Cloud Program: AI Benefits AMA for a virtual discussion about new benefits of AI! Bring questions or roadblocks that you would like to work through and discuss with our Google Cloud startup experts. We’re here to help and guide you.At Google for Startups Cloud Program: AI Benefits AMA, our startup Google Cloud experts will be prepared to answer your questions regardingExclusive AI benefits Generative AI Vertex AI REGISTER HERE!

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alexandria.johnson
C2C Team Member
19 days ago
D
Del-MetriCommunity Member
posted in AI and Machine Learning

Med-PaLM 2

Anyone use this to build or integrate with a healthcare app. I have some ideas to integrate with my current app, but I would like to know what experiences you had. If you can share, how was it used.

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D
25 days ago
N
newkanyemerch46New to the Community
posted in AI and Machine Learning

Input Maximum text length is 2500 characters.

I am experiencing the following issue while attempting to use my Porch model, which is deployed on a Vertex endpoint, for online prediction in the Vertex AI Jupiter Notebook for a Text categorization use case.

2
Dimitris Petrakis
C2C Team Member
26 days ago
MarkusK
MarkusKModerator
posted in AI and Machine Learning

Special Twitter Space Event on Generative AI (May 4th, 2023) at 9 am PST

Join me, Googlers, and a fellow Innovator Champion tomorrow for a special Twitter Space on #generativeAI. Tune in to hear what excites us about GenAI & what we've been building in pre-release generative AI in #VertexAI Here is the link: https://twitter.com/i/spaces/1RDxlaqBkVOKL

2
MarkusK
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Prototyping language apps with Generative AI Studio

Did you know generative AI allows developers to prototype applications quickly? With Generative AI Studio on Google Cloud, developers can quickly explore and customize AI models that can be leveraged in Google Cloud applications. Click on the video below and watch along and see how developers, with the right tools, can experiment with new ideas in minutes instead of months. Chapters:0:00 - Intro0:29 - Get started with Vertex Generative AI Studio1:06 - Write your first prompt in Generative AI Studio1:47 - Prototyping Q&A systems from background text3:00 - How to save prompts4:05 - How do LLMs produce output text?4:41 - Wrap upCheck out more Generative AI for Developers videos → https://goo.gle/GenAIforDevs

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malamin
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Google Cloud Next 22: top AI and ML sessions

Google Cloud Next starts this week, and features over a dozen sessions dedicated to helping organizations innovate with machine learning (ML) and inject artificial intelligence (AI) into their workflows. Whether you’re a data scientist looking for cutting-edge ML tools, a developer aiming to more easily build AI-powered apps, or a non-technical worker who wants to leverage AI for greater productivity, here are some you can’t miss AI and ML sessions that is summarise by Google Cloud content editor. Developing ML models faster and turning data into action For data scientists and ML experts, we’re offering a variety of sessions to help accelerate the training and deployment of models to production, as well to bridge the gap between data and AI. Top sessions include: ANA204: What's next for data analysts and data scientistsJoin this session to learn how Google Cloud can help your organization turn data into action, including overviews of the latest announcements and best practices for BigQ

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Dr oboh
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

What is Human-in-the-Loop?

Human-in-the-Loop (HITL) plays a critical role in Machine Learning workflows, but what is it? In this video of The Future of Documents, Developer Advocate Holt Skinner shows how HITL can be used with Document AI for production review or labeling documents for training in Document AI Workbench. Watch to learn how you can try out Human-in-the-Loop for Document AI today!Click on the video below to watch it in detail.  Chapters:0:00 - Intro0:28 - What is Human-in-the-Loop?0:58 - Why use Human-in-the-Loop?1:54 - How does Human Review fit into a full workflow?3:18 - Example4:06 - How Human Review works with Document AI4:40 - Summary / wrap up The Future of Documents playlist → https://goo.gle/FutureOfDocumentsGuide → https://goo.gle/3FRrDa8Supported processors → https://goo.gle/3GPlNGR

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K
1 month ago
A
Anita GagraniCommunity Member
posted in AI and Machine Learning

company is expert in providing AI and ML solutioning

I am CEO @ Evmaaag innovation Our company is expert in Google Cloud Solutioning. When to use which cloud and why we will are sharing with our customer. Currently using the google cloud :  My    company is working on AI and ML and developed the product professionally that can enhance the electric car efficacy by 6x times. For eg incase your electric car gives 100 Miiles in once charge, using our logic your car will start giving the 600 Mile in one chargeProfessionally. Any product our company can enhance using the AI and ML. If you are looking for the innovative solutions. Please reach out to me 

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A
1 month ago
A
Foundational Platinum Partner
Abhishek111Foundational Platinum Partner
asked in AI and Machine Learning

Input Text capped to maximum 2500 characters

Hi,In Vertex AI Jupyter Notebook while trying to do online prediction on my Pytorch model deployed on Vertex endpoint for a Text classification use case , I am getting below error  - ServiceUnavailable: 503 502:Bad GatewayI have found there seems to be a limit on the text character and it’s capped to 2500 characters. Please correct me if I am wrong in this.  While I am getting output for Input length less than 2500 characters, but for any input more than that I am getting the above error. Please help.

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stewypunk
1 month ago
andy.yates
andy.yatesTeam Leader
asked in AI and Machine Learning

Vertex AI Workbench or Colab (Pro, Pro+)

Hey folks --I was wondering if anyone here had thoughts about the new Vertex AI Workbench announcement, and how that might sit alongside offerings like Colab (including the Pro and Pro+ packages)?Rather than provisioning ever-larger laptops to data scientists in the company, we’ve been encouraging them to make use of cloud hosted tooling - and recently have seen an uptick in requests for the paid Colab packages. Unfortunately these are quite hard to manage at an organisational level, as it’s a credit-card purchase on an individual account, rather than something that is attached to organisational billing. It seems that the new Workbench offering might be a little more appropriate in this case, but I was wondering if anyone had a handy comparison of the services more generally?At first glance, it looks like Vertex AI might be a little more focused on productionising the notebook - which has been controversial in some circles :) - but I don’t know that there’s anything about it that would

4
stewypunk
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Generative AI on Google Cloud

Google Cloud brings Generative AI to organizations by uniting Google's foundation models with enterprise search and conversation AI to help you build transformative applications powered by your data.Click on the vide below to watch in details. 

2
S
1 month ago
G
GeoloeGCommunity Member
posted in AI and Machine Learning

Best way to Stable Diffusion 2.1 model on GCP

Hi,I think that the title is quite self explanatory! :)We’d like to serve SD 2.1 first, then ControlNet model on GCP, so I am wondering if I should do it with a regular fastAPI backend on some compute resource or if there is some nice ML serving component that could do the job more easily?Thanks in advance!Cheers,Pascal

1
valdecir.carvalho
C2C Team Member
1 month ago
N
newkanyemerchNew to the Community
posted in AI and Machine Learning

Input Maximum text length is 2500 characters.

When attempting to do online prediction using my model that has been deployed on a Vertex endpoint for a Text categorization use case, I am receiving the following error: Unavailable Service: 503 Bad Gateway: 502As I discovered, there appears to be a restriction of 2500 characters on the number of text characters. If I'm mistaken about this, kindly correct me. While obtaining output for input less than 2500 characters, I see the problem mentioned above for any more comprehensive information. Thank you. 

6
Dimitris Petrakis
C2C Team Member
1 month ago
K
kanyemerch90New to the Community
posted in AI and Machine Learning

How can I link an app to the Vision API as a developer?

Hello,I'm collaborating with a developer to build a Face Recognition-based app using the Vision API. How can I link my application to the Vision API so that it can use it? The documentation that explains how to connect the two to operate as one unit has yet to be located for me. Can someone give the instructions or method for making it work?

1
valdecir.carvalho
C2C Team Member
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Google CEO: AI impact to be more profound than discovery of fire, electricity | 60 Minutes

Check out Google CEO Sundar Pichai on 60 Minutes discuss the future of AI technology click on the video below. 

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malamin
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Reimagine conversational experiences with Gen App Builder

When online interactions become more conversational and human-like, it creates an opportunity for enterprises to better connect with customers, employees and partners. Let’s look at how generative AI can transform the customer experiencen click on the video below:  

0
malamin
1 month ago
alexandria.johnson
C2C Team Member
alexandria.johnsonC2C Team Member
posted in AI and Machine Learning

Register today for From Data to Decisions: Overcoming Challenges in AI-Driven Decision Making

In today's world, data is a crucial asset for organizations to make informed decisions. The emergence of artificial intelligence (AI) has revolutionized the way businesses operate by providing the ability to process vast amounts of data at unprecedented speeds. However, implementing AI into decision-making processes presents significant challenges, including bias, lack of transparency, and ethical concerns.Join us with @MikeBeal on April 12 for our 2Chat Event, From Data to Decisions: Overcoming Challenges in AI-Driven Decision Making, where attendees can expect to gain valuable insights into how AI can be leveraged to make unbiased and ethical decisions, and the impact of AI-driven decision-making on businesses and society. You will learn about best practices for implementing AI into decision-making processes across different industries, including finance, healthcare, and retail. Register today!

0
alexandria.johnson
C2C Team Member
1 month ago
ilias
C2C Team Member
iliasC2C Team Member
posted in AI and Machine Learning

Generative AI: Join the waitlist

Build generative AI applications quickly, efficiently, and responsibly, powered by Google’s most advanced technology.Would you be interested in learning more about early access opportunities?Join the waitlist for the Google Cloud Trusted Tester Program.

1
malamin
1 month ago
malamin
malaminModerator
posted in AI and Machine Learning

Automate ML experiment tracking with Vertex AI Experiments autologging

 ML practitioners have to compare different performance measures by launching ML experiments until you find the best model with a given set of parameters. Due to the experimental nature of ML, there are many reasons to follow ML experiments and make them reproducible, such as debugging and compliance. Because machine learning (ML) practice is a trial and error procedure.Google cloud announce new serverless experiment logger in Google Cloud Vertex AI!Click on the link below to read it more details. https://cloud.google.com/blog/products/ai-machine-learning/effortless-tracking-of-your-vertex-ai-model-training 

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malamin
2 months ago
malamin
malaminModerator
posted in AI and Machine Learning

Got your eye on AI? Try these 6 interactive tutorials

Stephanie Wong Developer Relations Engineer at Google Cloud, is a great voice to inspire those with dreams of learning Google Cloud AI. She selects six interactive tutorials for them to use to start AI projects using Google AI.How to get started in AI without a ton of resources or ML developers on hand to click on the link below to read it more details.https://cloud.google.com/blog/products/ai-machine-learning/quickly-learn-how-to-use-ai-tools-with-in-product-tutorials 

0
malamin
2 months ago
Dimitris Petrakis
C2C Team Member
Dimitris PetrakisC2C Team Member
posted in AI and Machine Learning

Bard vs ChatGPT: Let's discuss about it

Hello C2C, I thought to start a new topic and discuss a bit about Bard and ChatGPT. It seems like it’s going to be “the main thing” in the next few weeks / months. Beta testing is now open to US and UK users and I am really wondering if anyone in here has tried it already! If yes, I would really love to hear the first impressions!“As more people start to use Bard and test its capabilities, they’ll surprise us. Things will go wrong,” Pichai wrote in an internal email to employees Tuesday viewed by CNBC. “But the user feedback is critical to improving the product and the underlying technology.” (source: https://www.cnbc.com/2023/03/21/google-ceo-pichai-memo-to-employees-on-bard-ai-things-will-go-wrong.html )On the contrary, OpenAI temporarily shut down ChatGPT on Monday to fix a previously unknown bug exposing user chat titles, that may have come from open-source code. (source: https://www.bloomberg.com/news/articles/2023-03-21/openai-shut-down-chatgpt-to-fix-bug-exposing-user-chat-title

10
Katsiaryna Vyshydkevich
2 months ago

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