Dataconomy

JULY 26, 2023

Understanding the nuances of different contracts is crucial in effectively applying NLP for contracts management and extracting meaningful insights. Learning about these tools allows businesses to harness their capabilities effectively and gain a competitive edge in contract management.

Natural Language Processing 171

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 171

Dataconomy

MAY 29, 2023

Enhanced agility and resilience: Transformation equips organizations with the agility and resilience needed to navigate uncertainties and disruptions. Operational efficiency and effectiveness: Transformation initiatives often involve streamlining and optimizing business processes, eliminating redundancies, and automating manual tasks.

Cloud Computing 79

Cloud Computing Azure Business Intelligence Business Intelligence 79

IBM Journey to AI blog

DECEMBER 5, 2023

This unstructured data forms the backbone for creating models and the ongoing training of generative AI, so it can stay effective over time. Leveraging this unstructured data can extend to various aspects of retail operations, including enhancing customer service through chatbots and facilitating more effective email routing.

AI 95

AI AI Machine Learning Machine Learning 95

IBM Journey to AI blog

NOVEMBER 29, 2023

AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business. Events as fuel for AI Models: Artificial intelligence models rely on big data to refine the effectiveness of their capabilities.

Artificial Intelligence 92

Artificial Intelligence Artificial Intelligence Apache Kafka AI 92

Dataconomy

MAY 17, 2023

By leveraging AI technologies, sales professionals can optimize their workflows, focus on high-value activities, and achieve greater efficiency and effectiveness in their sales efforts. Personalized recommendations based on AI algorithms enable sales professionals to offer tailored solutions to customers, enhancing their buying experience.

Artificial Intelligence 87

Artificial Intelligence Artificial Intelligence AI AI 87

Smart Data Collective

JANUARY 14, 2022

Hence, when it comes to choosing an appropriate digital banking solution , it makes sense for banks to prioritize applications and technologies that will help them develop the following key areas: Highly Intelligent, Agile, and Adaptable Services. Luckily, many digital banking solutions are more than equipped to help them get there.

Big Data 108

Big Data Big Data Analytics Analytics 108

IBM Journey to AI blog

OCTOBER 17, 2023

Replacing equipment is not a viable route to reduce emissions, as these industries are capital intensive, with asset lifecycles of over 40 years. When stitched together with an optimizer this group of models represents the overall behavior of the process. Fighting climate change requires lowering heavy industry emissions.

Natural Language Processing 105

Natural Language Processing AI AI Artificial Intelligence 105

Iguazio

AUGUST 14, 2023

Adoption of AI has more than doubled in the past five years, with enterprises engaging in increasingly advanced practices to scale and accelerate AI applications to production. As ML models are employed in critical decision-making processes across various domains, ensuring their continued effectiveness and reliability is extremely important.

ML 52

ML ML Machine Learning Machine Learning 52

Mlearning.ai

AUGUST 18, 2023

Healthcare institutions often struggle with staffing shortages, budget cuts, and outdated equipment. Benefits of Data Science in Healthcare Data science in healthcare provides numerous benefits for healthcare and caregiving companies, physicians, and patients, increasing the overall level of public health.

Data Science 52

Data Science Data Scientist Internet of Things Apache Hadoop 52

Smart Data Collective

JULY 3, 2023

The Rise of Electric Vehicles The popularity of electric vehicles has soared in recent years, driven by their reduced carbon emissions and cost-effective performance. These sophisticated machine learning algorithms work in harmony with various sensors and inputs to control critical functions such as acceleration, braking, and steering.

AI 74

AI AI Algorithm Artificial Intelligence 74

IBM Journey to AI blog

APRIL 18, 2024

This multi-model approach uses multiple AI models together to combine their strengths and improve the overall output. This approach also serves to tailor solutions to specific use cases, avoid vendor lock-in and capitalize on rapid advancement in the field. Creating new ideas, concepts or solutions is a hallmark of human creativity.

AI 95

AI AI Computer Science Computer Science 95

Dataconomy

MAY 2, 2023

It is through the diligent work of Machine Learning Engineers that these sophisticated machine learning systems are developed and optimized, enabling businesses to effectively organize and utilize large volumes of data. Is ML engineering a stressful job? Additionally, one must be aware of the pitfalls that may arise along the way.

ML 110

ML ML Machine Learning Machine Learning 110

AWS Machine Learning Blog

OCTOBER 6, 2023

Solution overview Let’s imagine a scenario where a movie entertainment company promotes movies to different users via an email campaign. To simplify, you can build a regression algorithm using a user’s previous ratings across different categories to infer their overall preferences. This can be done with algorithms like XGBoost.

AI 111

AI AI Natural Language Processing ML 111

Pickl AI

DECEMBER 4, 2023

They guide our decisions, making them more intelligent and more effective. By leveraging Data Intelligence, the e-commerce business transforms raw data into actionable insights, ultimately enhancing the overall customer experience and boosting sales. These insights? They’re gold. Implementing robust data validation processes.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

APRIL 12, 2023

This function is heavily dependent on the continuous operation of the BHS and the effectiveness of maintenance operations. It contains building blocks to accelerate the development and deployment of connected sensors and services. This architecture was built from lessons learned while working with airport operations over several years.

AWS 80

AWS ML ML Machine Learning 80

AWS Machine Learning Blog

SEPTEMBER 5, 2023

High reliability and low equipment downtime are increasingly important as extreme temperatures become more common due to climate change. We have historically relied on threshold-based systems that alert us to abnormal equipment behavior, using parameters defined by our engineering team.

AWS 94

AWS ML ML Machine Learning 94

AWS Machine Learning Blog

OCTOBER 19, 2023

From this imagery, we can capture damage due to natural disasters, anomalies in manufacturing equipment, or very small defects such as defects on printed circuit boards (PCBs) or semiconductors. To build an effective defect detection system, we need to improve recall. The following table summarizes our results.

AWS 88

AWS Machine Learning Machine Learning Data Scientist 88

Dataconomy

JUNE 8, 2023

AI-powered healthcare solutions are transforming the way diagnoses are made and treatment plans are personalized. The integration of artificial intelligence in surgery has the potential to optimize treatment efficacy, minimize adverse effects, and improve patient satisfaction.

Artificial Intelligence 222

Artificial Intelligence Artificial Intelligence Algorithm AI 222

AWS Machine Learning Blog

MAY 1, 2024

As organizations strive to push the boundaries of what LLMs can achieve, the demand for cost-effective training solutions has never been more pressing. This post implements a solution with the ml.trn1.32xlarge Trainium instance type, typically used for training large-scale models.

AWS 86

AWS ML ML Clustering 86

Tableau

MARCH 21, 2022

Lead Solution Engineer. Overall, global spending on health has doubled in real terms over the past two decades, reaching U.S. Healthcare payers and providers and MedTech and Pharma enterprises are addressing rising costs with a wide variety of strategic initiatives, programs, vendor solutions, and technologies. Jess Lella.

Tableau 81

Tableau Artificial Intelligence Artificial Intelligence Analytics 81

AWS Machine Learning Blog

DECEMBER 14, 2023

When a Space is created, it is equipped with an Amazon Elastic Block Store (Amazon EBS) volume , which is used to store users’ files, data, caches, and other artifacts. This enables you to optionally equip your Spaces with your own Amazon Elastic File System (Amazon EFS) mount, facilitating the sharing of resources across various workspaces.

ML 98

ML ML AI AI 98

Tableau

MARCH 21, 2022

Lead Solution Engineer. Overall, global spending on health has doubled in real terms over the past two decades, reaching U.S. Healthcare payers and providers and MedTech and Pharma enterprises are addressing rising costs with a wide variety of strategic initiatives, programs, vendor solutions, and technologies. Jess Lella.

Tableau 77

Tableau Artificial Intelligence Artificial Intelligence Analytics 77

AWS Machine Learning Blog

APRIL 19, 2024

Our advanced generative and predictive artificial intelligence (AI) tools enable us to search the vast space of possible drug molecules faster and more effectively. We use Amazon EKS and were looking for the best solution to auto scale our worker nodes. The following diagram illustrates the solution architecture.

Clustering 99

Clustering AI AI AWS 99

IBM Journey to AI blog

APRIL 15, 2024

While various methods exist for starting this process, organizations accelerate the application development and deployment process through data virtualization. These design considerations are crucial for building effective ML solutions using virtualized data on the data platform.

Analytics 71

Analytics Analytics Data Silos AI 71

Alation

MAY 12, 2022

Data governance is the foundation on which manufacturers ensure the effective use of valuable data by giving you the ability to handle, manage, and secure your data. Manage data effectively and efficiently. Accelerate onboarding of new data workers. All personas access and use data appropriately, and.

Data Governance 52

Data Governance Internet of Things ML ML 52

Snorkel AI

OCTOBER 12, 2023

Julien sheds light on projects like Big Science and explore how open-source projects can lead to a more adaptable AI stack, empowering developers to create use-case-specific solutions. Finally, she dives into how foundation models can be utilized to further accelerate development of these extraction models.

AI 64

AI AI ML ML 64

Snorkel AI

OCTOBER 12, 2023

Julien sheds light on projects like Big Science and explore how open-source projects can lead to a more adaptable AI stack, empowering developers to create use-case-specific solutions. Finally, she dives into how foundation models can be utilized to further accelerate development of these extraction models.

AI 59

AI AI ML ML 59

IBM Journey to AI blog

OCTOBER 20, 2023

trillion is likely to come from consumption-side effects.” AI platforms offer a wide range of capabilities that can help organizations streamline operations, make data-driven decisions, deploy AI applications effectively and achieve competitive advantages. PwC calculates that “AI could contribute up to USD 15.7

AI 78

AI AI Machine Learning Machine Learning 78

IBM Journey to AI blog

DECEMBER 1, 2023

By creating an agile, flexible and scalable computing environment, hybrid cloud offers valuable use cases for businesses to accelerate growth and gain a competitive advantage. What is hybrid cloud ? This ‘single pane of glass’ gave IT teams a unified view of their applications, networks and systems.

Cloud Computing 88

Cloud Computing AWS AI AI 88

IBM Journey to AI blog

JULY 10, 2023

Many organizations have embraced the hybrid cloud for its flexibility, scalability and capacity to accelerate market deployment. Through alignment with business priorities, engineers can effectively determine the necessity of AI (or assess whether a more straightforward, rules-based solution would suffice).

Artificial Intelligence 53

Artificial Intelligence Artificial Intelligence AI AI 53

AWS Machine Learning Blog

MARCH 14, 2024

Common generative AI approaches In this section, we discuss common approaches to implement effective generative AI solutions. With the right technique, you can build powerful and impactful generative AI solutions. Few-shot prompts are an effective way to tackle complex tasks by providing a few examples of input-output pairs.

AWS 104

AWS AI AI ML 104

AWS Machine Learning Blog

APRIL 18, 2023

Reliability managers and technicians in industrial environments such as manufacturing production lines, warehouses, and industrial plants are keen to improve equipment health and uptime to maximize product output and quality. The following diagram illustrates the solution architecture.

AWS 66

AWS ML ML Database 66

The MLOps Blog

JUNE 27, 2023

MLOps landscape One of the defining characteristics of the MLOps landscape in 2023 is the coexistence of both open-source and closed-source solutions. They should also offer version control capabilities to manage the changes and revisions of ML artifacts, ensuring reproducibility and facilitating effective teamwork.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

Chatbots Life

MAY 19, 2023

Here are some ‌challenges faced by the IT Service Desk team regularly: Frequent requests from multiple channels Without efficient processes, it is difficult to solve IT issues effectively. Not to mention the cost of tools, licenses, and equipment required for the agents. Once agents have a solution, they notify your staff via chatbots.

Natural Language Processing 95

Natural Language Processing AI AI Machine Learning 95

AWS Machine Learning Blog

MAY 30, 2023

We can roughly divide training instances into two categories: accelerated GPU-based, mostly for deep-learning models, and CPU-based for common ML frameworks. The ml.g4dn is equipped with NVIDIA T4 and offers a particularly low cost per memory. x acceleration training on Amazon SageMaker ).

AWS 68

AWS Deep Learning Deep Learning ML 68

phData

JUNE 7, 2023

DL is particularly effective in processing large amounts of unstructured data, such as images, audio, and text. Deeper Learning (pun intended) Equipped with this terminology, you can consume the vast expanse of content published on AI with a basic understanding of what is being discussed.

AI 59

AI AI Natural Language Processing Machine Learning 59

Dataconomy

MAY 12, 2023

AI computers are redefining how we think about computing Availability In the event of a failure in any of the machines within your distributed computing system, the overall functionality of the system will not be compromised. This enables rapid exploration and optimization of potential drug candidates.

Cloud Computing 87

Cloud Computing Clustering Database Data Analysis 87