IBM Journey to AI blog

DECEMBER 4, 2023

In a new case study featuring IBM, Gartner talks about how to establish a governance framework to streamline the process of detecting and managing technology ethics concerns in AI projects. The Board recently published its point of view on foundation models addressing the risks that generative AI poses. and/or its affiliates in the U.S.

AI 206

AI AI Metadata Explainable AI 206

IBM Journey to AI blog

MARCH 4, 2024

By becoming an AI+ enterprise, clients can realize the ROI not only for the AI use case but also for improving the related business and technical capabilities required to deliver AI use cases into production at scale. Start with the use cases The most important step for an AI+ enterprise is identifying transformative use cases.

AI 267

AI AI Artificial Intelligence Artificial Intelligence 267

IBM Journey to AI blog

MAY 1, 2023

For this GCP account, Turbonomic has identified 15 pending scaling actions: Figure 1 After selecting SHOW ALL , customers are brought to Turbonomic’s Action Center, which can be found in Figure 2 , below. In this case, a VM is experiencing vCPU congestion and needs to be provisioned additional CPU to improve performance.

Automation 218

Automation 218

IBM Journey to AI blog

APRIL 13, 2023

The machine learning use case I will use a dataset of historical flights in the US. SELECT count(*) FROM FLIGHTS.FLIGHTS_DATA_V3  — — —  1000000 Creating a separate table with sample records Create a table with 10% sample rows from the above table. NOT IN(SELECT FT.ID

Software Engineer 227

Software Engineer ML Metadata Machine Learning 227

AI Weekly

JANUARY 4, 2024

wealthofgeeks.com A weekly selection of Christmas robot videos Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. Sissie Hsiao, Google Sissie Hsiao, Google's vice president and the general manager of Bard and Google Assistant.

Robotics 211

Robotics Large Language Models Artificial Intelligence Artificial Intelligence 211

IBM Journey to AI blog

FEBRUARY 28, 2024

Because organizations with strategic sourcing mindsets look beyond price and cost savings-centered supplier selection initiatives. Another exciting use case for AI in sourcing can be found in smarter control towers. They instead focus on continuous improvement.

Automation 262

Automation Big Data Data Quality Data Analysis 262

IBM Journey to AI blog

FEBRUARY 2, 2024

In some cases, that means signing up with more than one provider. Yet there are specific use cases – streaming video and gaming in particular – where those milliseconds can directly impact revenue. The post 4 questions to consider when you’re selecting an external DNS provider appeared first on IBM Blog.

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DevOps Automation 243

IBM Journey to AI blog

FEBRUARY 13, 2024

For sourcing teams, that means pivoting their mindset around selecting suppliers from a tactical, lowest-cost-above-all approach to a strategic one. Cost savings Selecting suitable suppliers to meet long-term business needs often results in contracts with more advantageous pricing and payment terms (like bulk pricing and reduced fees).

ESG 215

ESG Automation Artificial Intelligence Artificial Intelligence 215

Marktechpost

MARCH 20, 2024

This article delves into a comprehensive comparison of these tools, shedding light on their functionalities, advantages, disadvantages, and ideal use cases. ChatGPT, with its broader capabilities, offers versatility across various use cases, including coding.

Software Development 131

Software Development AI Tools ChatGPT AI 131

Unite.AI

NOVEMBER 14, 2023

It can help physicians notice drug interactions and follow recommended guidelines for complex cases. Patients select or type in their symptoms on an app, and the software returns a list of possible diagnoses. Doctors can use AI to determine the best treatment options for specific conditions. The disease turned out to be COVID-19.

Artificial Intelligence 382

Artificial Intelligence Artificial Intelligence AI AI 382

Towards AI

NOVEMBER 23, 2023

Know A-Z of ANOVA with an interesting dataset.Photo by Elimende Inagella on Unsplash We often forget the most crucial step when developing a Machine learning model — Feature Selection. Not selecting the right features correlated to the target variable can prevent your model from reaching the potential performance.

Machine Learning 109

Machine Learning AI AI 109

IBM Journey to AI blog

OCTOBER 11, 2023

Select a Region from the list of supported regions and Select a pricing plan. Select a resource group. Select Custom Email as the destination type. To verify your custom domain name, follow these steps: Select the configure overflow menu for the destination you want to verify. Provide a Service name. Click Create.

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IBM Journey to AI blog

MAY 15, 2024

These improvements lead to faster decision-making, quicker demand forecasting, and more efficient “go” or “no-go” decision processes for business cases. While some organizations assign FinOps responsibility to a centralized team for monitoring spending and selecting cloud services.

DevOps 144

DevOps Automation 144

Unite.AI

FEBRUARY 6, 2024

Key Features of Upmetrics: Diverse Template Selection : Choose from a wide array of templates, including startup, sales, modern, product, and creative pitch decks. AI-Driven Design : Experience the ease of AI design that intuitively selects the best layout and incorporates brand assets seamlessly.

AI 290

AI AI Automation AI Tools 290

Unite.AI

NOVEMBER 17, 2023

To add and manage each member, log into your account and select your workspace name to view your options. Automate Translation Translate videos instantly to reach a global audience by selecting a language and adding variants. In the top right corner of the Editor, select the language and choose “Add new language variant.”

AI 274

AI AI Natural Language Processing Auto-complete 274

IBM Journey to AI blog

JULY 26, 2023

Classic AI is already being used widely today in various use cases, and generative AI is evolving rapidly to address new classes of use cases. Discover the current and emerging use cases for AI in waste management, optimization, energy reduction and ESG reporting. Matching resources to demand more closely helps to save energy.

ESG 198

ESG AI AI Generative AI 198

IBM Journey to AI blog

AUGUST 9, 2023

Provide a meaningful name, select Local routing and ensure the Location is as per the PowerVS and client VPC. Select IBM Cloud and an appropriate pricing plan. Choose a meaningful name and select a resource group, if desired. Choose the appropriate Storage Class ; in this case, Smart Tier is most appropriate.

Big Data 197

Big Data AI AI 197

Unite.AI

SEPTEMBER 26, 2023

Supplier Monitoring and Routing AI helps select sustainable suppliers by analyzing their environmental and social governance records. Beyond just selection, AI also actively monitors suppliers in real time. This ensures companies produce only the necessary amounts , minimizing waste and excess.

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AI AI Data Quality Artificial Intelligence 345

IBM Journey to AI blog

MAY 6, 2024

Even as teams pilot new capabilities, leaders are still working through which generative AI use cases make the most sense and how they scale them for their production environments. The trust—security equation Security can help bring trust and confidence into generative AI use cases.

Generative AI 183

Generative AI AI AI Software Development 183

Unite.AI

FEBRUARY 19, 2024

It requires organizations to take a comprehensive, outside-in approach to their business cases. In many cases, business technologists fail to scale on their RPA initiatives either due to a lack of execution strategy, a poorly defined business case, or the wrong selection of processes to automate. trillion by 2026.

Automation 182

Automation Neural Network Natural Language Processing Robotics 182

Unite.AI

JULY 7, 2023

That can be quite problematic when certain use cases – such as in the fields of finance and medicine – are defined by industry best practices or government regulations that require transparent explanations into the inner workings of AI solutions. The post Explainable AI Using Expressive Boolean Formulas appeared first on Unite.AI.

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Explainable AI Explainability Machine Learning AI 263

AWS Machine Learning Blog

APRIL 18, 2024

With SageMaker JumpStart, you can evaluate, compare, and select foundation models (FMs) quickly based on predefined quality and responsibility metrics to perform tasks like article summarization and image generation. And they can access personalized, daily digests of what’s happening in select channels with the newly launched recaps.

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Marktechpost

NOVEMBER 7, 2023

However, there are cases where they may require assistance in using tools correctly due to vague user prompts, incorrect tool selection, and inadequate parameterisation and scheduling. Through extensive case studies, it reaffirms its task planning capabilities, delivering diverse solutions that enhance the user experience.

Large Language Models 130

Large Language Models Artificial Intelligence Artificial Intelligence LLM 130

Marktechpost

FEBRUARY 23, 2024

This method’s brute-force approach is being reevaluated in light of new strategies that seek to enhance the learning efficiency of LLMs by carefully selecting training data. This innovative approach allows the model to self-select its training data based on a predetermined set of quality criteria.

Large Language Models 98

Large Language Models Machine Learning LLM AI Modeling 98

AWS Machine Learning Blog

FEBRUARY 15, 2024

In this post, we show you how to use SageMaker Canvas to curate and select the right features in your data, and then train a prediction model for anomaly detection, using the no-code functionality of SageMaker Canvas for model tuning. In practice, the domain expert needs to select a set of suitable input columns and a target column.

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ML Data Science Machine Learning Automation 91

Marktechpost

FEBRUARY 27, 2024

The researchers have also discussed different use cases. Users can control the flow of information, timing, and manner of prompts and background data, enabling selective influence over structured thought processes and preprocessing data for LLM analysis, streamlining control over multiple LLM calls.

LLM 126

LLM Generative AI Large Language Models AI 126

AWS Machine Learning Blog

MARCH 12, 2024

In our use case, the publisher needs the AWS account ID of the advertiser. Create a collaboration In our use case, the publisher creates a collaboration using the AWS Clean Rooms console and invites the advertiser. In the Members section, enter the AWS account ID of the account you want to invite (in this case, the advertiser).

Metadata 99

Metadata 99

Marktechpost

MARCH 20, 2024

EfficientVMamba involves an innovative atrous-based selective scanning strategy with the principle of efficient skip sampling. The study intricately weaves atrous selective scanning with skip sampling, a convolutional branch, and state space models, crafting an architecture that transcends the conventional accuracy-efficiency trade-off.

Convolutional Neural Networks 104

Convolutional Neural Networks Computer Vision Neural Network AI 104

Marktechpost

APRIL 7, 2024

Let’s delve into the essence of API strategies, comparing different approaches and elucidating their advantages and disadvantages through a detailed case study. Case Study: E-Commerce Integration Challenge Consider an e-commerce company facing the challenge of integrating its online shopping platform with a legacy inventory management system.

Data Analysis 99

Data Analysis Artificial Intelligence Artificial Intelligence AI 99

Marktechpost

MAY 16, 2024

Evaluation criteria focused on feedback completeness, perceptivity, and selectivity. Classification performance results for GPT-4 show reasonably good performance in completeness classification and slightly lower performance in selectivity. Feedback was assessed both qualitatively and automatically using GPT-4. Check out the Paper.

Large Language Models 76

Large Language Models Automation LLM ML 76

ML @ CMU

MARCH 31, 2023

XAI methods are typically optimized for diverse but narrow technical objectives disconnected from their claimed use cases. To connect methods to concrete use cases, we argued in our Communications of ACM paper [ 1 ] for researchers to rigorously evaluate how well proposed methods can help real users in their real-world applications.

ML 98

ML Explainability Algorithm Machine Learning 98

Marktechpost

JANUARY 13, 2024

These tasks span code completion, program repair, debugging, test case generation, and code optimization. Finally, they randomly select 800 samples that pass the filtering criteria, ensuring the benchmark is sufficiently compact for easy execution while being large enough to detect performance variations across various models.

Large Language Models 133

Large Language Models Software Engineer AI AI 133

Towards AI

APRIL 27, 2023

Even if they know what's in the data on a high level, it is not enough to identify a business use case or a monetization opportunity. Once a list of potential use cases is identified, it takes months to just finalize what use case to pursue. 99% of consultants will rather ask you to actually execute these POCs.

Automation 87

Automation Auto-complete Computer Vision ML Engineer 87

Bitext

APRIL 30, 2024

Start with a general-purpose model (GPT, Mistral…), add end-user vertical data and apply it to a use case. As a sign of this, most of the use cases targeted by enterprises are internal use cases; external ones remain too risky. This approach is the most widely used. What are the advantages? We help AI understand humans.

Chatbots 52

Chatbots Generative AI AI Modeling AI 52

Artificial Corner

DECEMBER 6, 2023

In this case, we’ll use Zapier Actions to automate sending emails on Gmail, but you could follow the same steps to connect to Google Sheets, Drive, Calendar, and other apps. In case you don’t have a GPT, you’ll need to create one by following the steps below. Click on Configure, and select “Create New Action.”

Automation 96

Automation AI AI 96

Mlearning.ai

OCTOBER 2, 2023

We’ll talk about supervised and unsupervised feature selection techniques. Choosing the right feature selection method is like choosing the right weapon in a video game. The two main categories of feature selection are supervised and unsupervised machine learning techniques. We’ll answer exactly that question in this article.

Machine Learning 98

Machine Learning Explainability Auto-complete Algorithm 98