IBM Big Data Hub

JUNE 26, 2023

The auto parts manufacturers caught in it are facing the problem of how to survive and grow against the increasingly fierce competition. The Intelligent Manufacturing Department of Yanfeng Auto hopes to work with IBM CSM team to explore the way of building up its intelligent inventory platform with predictive capabilities.

Manufacturing 61

Manufacturing Cloud Digital transformation Sales 61

IBM Big Data Hub

APRIL 5, 2024

Prolonged development cycles might harm automotive manufacturers’ sales and customer loyalty. Automotive manufacturers, having a wealth of data related to existing designs, can use these large bodies of data to train AI models. However, in today’s market, consumers demand rapid releases of new models.

Computer and Electronics 64

Computer and Electronics Artificial Intelligence Financial Services Manufacturing 64

IBM Big Data Hub

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? This post will dive deeper into the nuances of each field.

Data science 54

Data science Big data Analytics Mining 54

IBM Big Data Hub

SEPTEMBER 7, 2023

And just as granite is a strong, multipurpose material with many uses in construction and manufacturing, so we at IBM believe these Granite models will deliver enduring value to your business. The Granite family of models is no different, and so we trained them on a variety of datasets — totaling 7 TB before pre-processing, 2.4

Artificial Intelligence 101

Artificial Intelligence Unstructured data Risk Compliance 101

IBM Big Data Hub

APRIL 26, 2024

To train LLMs, developers use massive amounts of data from various sources, including the internet. While LLMs are knowledgeable about a wide range of topics, they are limited solely to the data on which they were trained. More importantly, SLMs are trained on data pertaining to a specific domain.

Cloud 83

Cloud Customer Experience Manufacturing Mining 83

eSecurity Planet

AUGUST 22, 2023

Jump ahead to: Prioritize Data Protection Document Your Response Process Make Users Part of the Process Understand Business Context Be Thorough Proactively Collect and Organize Data Don’t Forget Network Analysis Train and Drill Enlist Outside Help Go on the Offensive 1.

Data breaches 98

Data breaches Big data Cybersecurity Security 98

IBM Big Data Hub

FEBRUARY 14, 2024

But right now, pure AI can be programmed for many tasks that require thought and intelligence , as long as that intelligence can be gathered digitally and used to train an AI system. Generative AI can produce high-quality text, images and other content based on the data used for training.

Retail 82

Retail Artificial Intelligence Unstructured data Insurance 82

IBM Big Data Hub

OCTOBER 17, 2023

Foundation models make AI more scalable by consolidating the cost and effort of model training by up to 70%. And training and maintaining dozens of regression models is not easy, making it a bottleneck for accelerated scaling. This cuts model training and deployment time by half, making it a viable technology for large-scale rollouts.

Artificial Intelligence 96

Artificial Intelligence Manufacturing IT 96

IBM Big Data Hub

SEPTEMBER 19, 2023

Overview: Data science vs data analytics Think of data science as the overarching umbrella that covers a wide range of tasks performed to find patterns in large datasets, structure data for use, train machine learning models and develop artificial intelligence (AI) applications.

Data science 76

Data science Analytics Unstructured data Artificial Intelligence 76

IBM Big Data Hub

FEBRUARY 13, 2024

While advanced models can handle diverse data types, some excel at specific tasks, like text generation, information summary or image creation. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

Artificial Intelligence 118

Artificial Intelligence Marketing Sales Communications 118

IBM Big Data Hub

JULY 28, 2023

It is the manufacturers’ job to make sure you’re sitting comfortably in your chair, your car is operating safely, and your gas is flowing when you need it. Manufacturers are the unsung heroes who make sure we’re safe, day in and day out. They do not get famous if they do their job well.

Manufacturing 52

Manufacturing Analytics Cloud Artificial Intelligence 52

IBM Big Data Hub

AUGUST 1, 2023

Foundation models: The driving force behind generative AI Also known as a transformer, a foundation model is an AI algorithm trained on vast amounts of broad data. A specific kind of foundation model known as a large language model (LLM) is trained on vast amounts of text data for NLP tasks. All watsonx.ai

Artificial Intelligence 55

Artificial Intelligence Marketing Unstructured data Manufacturing 55

IBM Big Data Hub

OCTOBER 12, 2023

Connecting AI models to a myriad of data sources across cloud and on-premises environments AI models rely on vast amounts of data for training. Once trained and deployed, models also need reliable access to historical and real-time data to generate content, make recommendations, detect errors, send proactive alerts, etc.

Government 76

Government Analytics Metadata Compliance 76

IBM Big Data Hub

JULY 12, 2023

GKN Aerospace is a leading global supplier in the aerospace industry, specializing in the design, manufacturing, and supply of advanced aerospace systems and components. With physical locations in 12 countries and 34 manufacturing sites worldwide, the company employs over 16,000 people.

Analytics 60

Analytics Manufacturing Sales IT 60

IBM Big Data Hub

JUNE 3, 2024

Unfortunately, like jailbreaking a smartphone, such tinkering is potentially harmful to the device and is roundly disapproved by computer manufacturers. Now GPUs also serve purposes unrelated to graphics acceleration, like cryptocurrency mining and the training of neural networks.

Computer and Electronics 88

Computer and Electronics Manufacturing Artificial Intelligence Marketing 88

IBM Big Data Hub

OCTOBER 20, 2023

” When observing its potential impact within industry, McKinsey Global Institute estimates that in just the manufacturing sector, emerging technologies that use AI will by 2025 add as much as USD 3.7 This may be sufficient for smaller datasets, but data scientists will not be able to use this approach for more robust models.

Data science 71

Data science Manufacturing Artificial Intelligence Retail 71

IBM Big Data Hub

JUNE 10, 2024

As an example of what such a monumental number means from a different perspective, chip manufacturer Ar m claimed to have shipped 7.3 Manufacturing The use of semiconductors has radically changed manufacturing, synching the input of materials and improving quality control. There are approximately 7.8 million seconds in 3 months.)

Computer and Electronics 64

Computer and Electronics Energy and Utilities Manufacturing Analytics 64

IBM Big Data Hub

DECEMBER 19, 2023

Supervised learning Supervised learning techniques use real-world input and output data to detect anomalies. These types of anomaly detection systems require a data analyst to label data points as either normal or abnormal to be used as training data.

Unstructured data 64

Unstructured data Artificial Intelligence Sales Manufacturing 64

IBM Big Data Hub

SEPTEMBER 20, 2023

Foundational models (FMs), which are trained on a broad set of unlabeled data at scale, are driving state-of-the-art artificial intelligence (AI) applications. First, enterprises produce a vast amount of unlabeled data, only a fraction of which is labeled for AI model training. What are large language models?

Cloud 83

Cloud Data science Artificial Intelligence Analytics 83

IBM Big Data Hub

JANUARY 3, 2024

With today’s new generative AI products, trust, security and regulatory issues remain top concerns for government healthcare officials and C-suite leaders representing biopharmaceutical companies, health systems, medical device manufacturers and other organizations.

Metadata 72

Metadata Healthcare Government Manufacturing 72

IBM Big Data Hub

JULY 19, 2023

Yet, it is burdened by long R&D cycles and labor-intensive clinical, manufacturing and compliancy regimens. Commercial: Marketing content creation, patient experience, rep onboarding & training sales enablement and knowledge hub. Robustness : AI systems should be able to withstand attacks to the training data.

Marketing 59

Marketing Manufacturing Analytics Compliance 59

IBM Big Data Hub

OCTOBER 16, 2023

ML also helps businesses forecast and decrease customer churn (the rate at which a company loses customers), a widespread use of big data. Reinforcement learning uses ML to train models to identify and respond to cyberattacks and detect intrusions. Antivirus programs may use AI and ML techniques to detect and block malware.

Marketing 48

Marketing Data science e-Discovery Analytics 48

IBM Big Data Hub

NOVEMBER 10, 2023

Areas to assess can include, financial, manufacturing, inventory, sales and more. Team members should be put through user training and key stakeholders should be involved in this testing process as well. It is vital to test the entire system and ensure its functioning properly and running data accurately.

Cloud 113

Cloud Data migration Access Manufacturing 113

IBM Big Data Hub

MAY 31, 2023

Without due care and attention, things break—regardless of whether that’s a transformer in an electricity grid, an axle bearing on a train or a refrigerator in a restaurant. There are obstacles to overcome for predictive maintenance to be effective or even possible, such as complexity, training and data.

Artificial Intelligence 87

Artificial Intelligence IoT Risk Analytics 87

IBM Big Data Hub

APRIL 18, 2024

LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language. However, these systems lack genuine understanding and can’t adapt to situations outside their training. What are the types of AGI?

Artificial Intelligence 89

Artificial Intelligence Marketing e-Delivery Manufacturing 89

IBM Big Data Hub

JANUARY 31, 2024

This is because the necessary resources already exist within the organization; any employees performing the task are already familiar with the company’s culture, products, services and customer base—they may just require some training or upskilling.

Marketing 91

Marketing Manufacturing Artificial Intelligence Sales 91

IBM Big Data Hub

MARCH 8, 2024

The expansion of the solar PV supply chain is enabling the manufacturing necessary to meet the demands of the growing industry. More manufacturing capacity in the US, India and the EU is expected to help diversify the solar PV supply chain, but China continues to dominate the space.

Energy and Utilities 67

Energy and Utilities Manufacturing Government IT 67

CGI

NOVEMBER 26, 2018

Real-time, multidimensional economic modeling will enable government policymakers to study the impacts and trends of major economic failures in the world economy from a new, big data analytics perspective. Analyze trends in various critical open data sources available on U.S. Improve efficiency by reducing human error.

Big data 40

Big data Artificial Intelligence Agriculture Government 40

IBM Big Data Hub

JANUARY 26, 2024

hereafter as Shuto Technology) to help a joint venture Original Equipment Manufacturer (OEM) in China to obtain information in an accurate and cost-effective way for on-site technicians. IBM® recently announced that it has worked with its business partner, Beijing Shuto Technology Co.,

Energy and Utilities 71

Energy and Utilities Digital transformation IoT Manufacturing 71

Hunton Privacy

JULY 11, 2017

According to the Draft Regulations, this may include network facilities and information systems operated and managed by (1) government agencies and entities in the energy, finance, transportation, water conservation, health care, education, social insurance, environmental protection and public utilities sectors; (2) information networks, such as telecommunications (..)

Energy and Utilities 45

Energy and Utilities Security Cybersecurity Manufacturing 45

IBM Big Data Hub

MAY 17, 2024

Poorly run implementations of traditional or generative AI in commerce—such as models trained on inadequate or inappropriate data—lead to bad experiences that alienate consumers and businesses. Over 90% of business buyers say a company’s customer experience is as important as what it sells.

B2C 64

B2C B2B Customer Experience e-Delivery 64

Data Matters

MAY 18, 2020

Training Data. imposing requirements for data sets to be sufficiently representative, ensuring gender, ethnicity and other possible grounds are appropriately reflected in those data sets); and (iii) privacy obligations under the GDPR should be adequately protected during the use of AI-enabled products. Conclusion.

Artificial Intelligence 66

Artificial Intelligence Risk Paper GDPR 66

IBM Big Data Hub

AUGUST 8, 2023

Through our dedicated IBM Consulting Microsoft practice we have co-funded and co-developed key solutions with Microsoft and have invested in training our consultants on Microsoft Cloud while expanding our bench of experts and capabilities through acquisitions like Neudesic. We are the #1 Red Hat GSI specialized in ARO.

Cloud 75

Cloud Digital transformation Sales Manufacturing 75

Collibra

NOVEMBER 18, 2021

Yes, the ancient pyramids relied not only on labor and raw materials, but on data collection and analysis. . Data collection is what we do. Today, we think of Big Data as a modern concept. Meanwhile, retrieval that once required a trained expert could now be done by a schoolchild on a tablet. .

IT 52

IT Data collection Analytics Military 52

IBM Big Data Hub

DECEMBER 20, 2023

By giving machines the growing capacity to learn, reason and make decisions, AI is impacting nearly every industry, from manufacturing to hospitality, healthcare and academia. Determine if a talent pipeline exists to fill roles such as data scientists and developers or if skills can be developed internally through training.

Artificial Intelligence 71

Artificial Intelligence Customer Experience Cloud Government 71

IBM Big Data Hub

APRIL 25, 2024

An early case study of BPR was Ford Motor Company, which successfully implemented reengineering efforts in the 1990s to streamline its manufacturing processes and improve competitiveness. Organizations of all sizes and industries implement business process reengineering. BPR initiatives generally boost key performance indicators (KPIs).

Analytics 57

Analytics Communications Marketing Manufacturing 57

IBM Big Data Hub

JUNE 8, 2023

Together with IBM’s support, the aim is leveraging data from the ocean and technology, and taking the project to the next level. The Reef Company designs reef modules, which are engineered with low-carbon impact materials and are manufactured locally.

Manufacturing 76

Manufacturing Data collection Analytics Marketing 76