IBM Journey to AI blog

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029.

Machine Learning 129

Machine Learning ML Algorithm Chatbots 129

AWS Machine Learning Blog

SEPTEMBER 7, 2023

Efficient control policies enable industrial companies to increase their profitability by maximizing productivity while reducing unscheduled downtime and energy consumption. The algorithm trained in this blog post is called “ Conservative Q Learning ” (CQL). The following diagram describes the architecture used in this workflow.

Natural Language Processing 94

Natural Language Processing Machine Learning Algorithm Automation 94

AWS Machine Learning Blog

MARCH 4, 2024

Customers can optimize domain specific experimental procedures in manufacturing, or audit financial reports based on contextual data, in an automated way and with high accuracy using AI-driven responses. Claude 3 Opus shows an estimated 2x gain in accuracy over Claude 2.1 We can’t wait to see what customers build next.

Generative AI 135

Generative AI Automation AI AI 135

Viso.ai

DECEMBER 20, 2023

In image recognition , supervised learning algorithms are used to learn how to identify a particular object category (e.g., “person”, “car”, etc.) For example, you can use supervised learning for image classification , where algorithms learn to classify data into different categories (e.g., from a set of images.

Computer Vision 98

Computer Vision Neural Network Machine Learning Algorithm 98

Viso.ai

DECEMBER 19, 2023

Lung cancer classification model to analyze CT medical imaging in medical and healthcare AI applications Image classification techniques are mainly divided into two categories: Supervised and unsupervised image classification techniques. The categorization law can be applied through one or multiple spectral or textural characterizations.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

Pickl AI

MARCH 26, 2024

This blog aims to familiarise you with the fundamentals of the KNN algorithm in machine learning and its importance in shaping modern data analytics methodologies. Multi-Class Capability: KNN showcases its effectiveness by gracefully handling multi-class cases and providing accurate predictions across diverse categories.

Machine Learning 52

Machine Learning Algorithm Data Science Data Scientist 52

Heartbeat

MARCH 6, 2023

Image classification is a computer vision task that allows algorithms to understand an image’s contents and assign one or more categories to the image. Examples of applications of image classification include: Automated inspection and quality control in production and manufacturing industries.

ML 52

ML Neural Network Computer Vision Deep Learning 52

Pickl AI

APRIL 25, 2023

The following blog hence will contain detailed information on the 5 Important Subsets of AI (Artificial Intelligence). All of these subsets are not exclusive categories but are often useful when in combination. Consequently, ML algorithms can be further divided into two categories, supervised and unsupervised.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Natural Language Processing 52

Pickl AI

AUGUST 29, 2023

Data Scientists are highly in demand across different industries for making use of the large volumes of data for analysisng and interpretation and enabling effective decision making. It models the relationship between the predictor variables and the log-odds of the response variable being in a particular category.

Data Scientist 52

Data Scientist Data Analysis Data Science Machine Learning 52

AWS Machine Learning Blog

MARCH 27, 2024

From generating images to editing them, text-to-image models have broad applications across industries. Similarly, it can aid in design across various industries such as manufacturing, fashion design in retail, and game design by streamlining the generation of graphics and illustrations.

Prompt Engineer 86

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 86

Pickl AI

JUNE 25, 2023

In this blog, we are going to unfold the role of business analytics with examples and its scope in the future. It discovers that certain product categories perform exceptionally well among a specific customer segment. This signifies the growing relevance of Business Analytics across the industry. What is Business Analytics?

Machine Learning 52

Machine Learning Data Science Business Intelligence Data Mining 52

Heartbeat

JANUARY 29, 2024

For instance, in few-shot image classification, a MANN, having learned representations of different image attributes from diverse tasks, can promptly adapt to a new object category with only a handful of examples. This agile ability enables AI to pivot seamlessly across domains, industries, and unforeseen scenarios. & Drissi Y.

Machine Learning 52

Machine Learning Neural Network Natural Language Processing Algorithm 52

Pickl AI

JULY 28, 2023

Numerous industries have undergone a revolution because of their quick improvements, which have also greatly improved automation and visual data analysis capabilities. Image Recognition aims to assign labels or categories to the entire image based on its content. What is Image Recognition? How does Image Recognition work?

Machine Learning 52

Machine Learning Convolutional Neural Networks Neural Network Deep Learning 52

Viso.ai

MARCH 7, 2023

Visual anomaly detection is important in many applications, such as AI diagnosis assistance in healthcare , and quality assurance in industrial manufacturing applications. Other problems that can be solved with autoencoders include facial recognition , anomaly detection, or feature detection.

Computer Vision 52

Computer Vision Neural Network Convolutional Neural Networks Machine Learning 52

IBM Journey to AI blog

JUNE 15, 2023

Company assets are divided into two categories, fixed and non-fixed. Asset management Assets come in many shapes and sizes, from trucks and manufacturing plants to windmills and pipelines. Imagine having paid for a critical piece of equipment you need delivered to your manufacturing facility but having no way of tracking it in transit.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Machine Learning AI 182

AI Weekly

APRIL 4, 2024

Read the blog] global.ntt In The News Yahoo is buying Artifact, the AI news app from the Instagram co-founders Artifact, the app, will go away once the acquisition is complete. Combing through 35,000 job categories in U.S. Read the blog] global.ntt footer We are pleased to share our sister newsletter, Essentials with you.

Neural Network 146

Neural Network Robotics Large Language Models Artificial Intelligence 146

IBM Journey to AI blog

SEPTEMBER 20, 2023

Another key vector is the increasing importance of computing at the enterprise edge, such as industrial locations, manufacturing floors, retail stores, telco edge sites, etc. This enables enterprises to scale AI deployments at the edge, reducing the time and cost to deploy with faster response times.

Large Language Models 225

Large Language Models DevOps AI Modeling Automation 225

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Compared to classic ML and MLOps, FMOps and LLMOps defer based on four main categories that we cover in the following sections: people and process, selection and adaptation of FM, evaluation and monitoring of FM, data privacy and model deployment, and technology needs. In his spare time, Heiko travels as much as possible.

Generative AI 103

Generative AI Prompt Engineer Prompt Engineering AI 103

AWS Machine Learning Blog

MARCH 29, 2023

This is a guest post by Neslihan Erdogan, Global Industrial IT Manager at HAYAT HOLDING. With the ongoing digitization of the manufacturing processes and Industry 4.0, Process manufacturing is a production method that uses formulas or recipes to produce goods by combining ingredients or raw materials.

ML 75

ML Machine Learning Algorithm Data Scientist 75

AWS Machine Learning Blog

JANUARY 31, 2024

Content grouping – You can use embeddings to help facilitate grouping similar content into categories that you might not know ahead of time. She speaks in internal and external conferences such re:Invent, Women in Manufacturing West, YouTube webinars and GHC 23. In her free time, she likes to go for long runs along the beach.

Natural Language Processing 111

Natural Language Processing Machine Learning Computer Vision LLM 111

O'Reilly Media

NOVEMBER 28, 2023

But that isn’t all the art that a company needs: “hero images” for blog posts, designs for reports and whitepapers, edits to publicity photos, and more are all necessary. It’s also clear that there are few industries that won’t be touched—AI will become an integral part of almost every profession. from the healthcare industry, and 3.7%

Generative AI 108

Generative AI AI AI Data Analysis 108

AWS Machine Learning Blog

APRIL 19, 2023

Evaluate your document classification needs Identify the various types of documents they you may need to classify, along with the different classes or categories to support your use case. Label a sample of your documents with the appropriate categories or labels ( classes ). Document types may vary from PDF, Word, images, and so on.

Categorization 76

Categorization Machine Learning Natural Language Processing ML 76

Viso.ai

JANUARY 16, 2024

This prevents you from applying artificial intelligence (AI) in several real-world industrial use cases, such as healthcare, retail, and manufacturing, where data is scarce. Image Retrieval and Action Recognition : ZSL helps you build retrieval systems that associate unknown image categories with known classes.

Neural Network 52

Neural Network Computer Vision Convolutional Neural Networks Algorithm 52

AWS Machine Learning Blog

AUGUST 7, 2023

The video gaming industry has an estimated user base of over 3 billion worldwide 1. The customer ask was to create an English language detector that classifies voice and text excerpts into their own custom defined toxic language categories. Unfortunately, as in the real world, not all players communicate appropriately and respectfully.

Large Language Models 75

Large Language Models LLM BERT ML 75

AI Impacts

MAY 14, 2024

low enough water in the Mississippi River to hinder barge traffic, heat waves, major fires in Yellowstone, and a Category 5 hurricane in the fall. Fossil Fuel Companies, Climate Skeptics, & Conservative Think Tanks The fossil fuel industry opposed government action on climate change. This tax proved extremely unpopular.

Explainability 147

Explainability AI AI 147