Data Science Dojo

MAY 2, 2023

In today’s digital age, cybersecurity is more important than ever, as businesses and individuals rely heavily on technology to store and exchange sensitive information. This involves implementing security measures such as firewalls, antivirus software, and access controls to prevent unauthorized access to systems and data.

Artificial Intelligence 195

Artificial Intelligence Artificial Intelligence AI AI 195

Data Science Dojo

MAY 18, 2023

In this panel, we will discuss how MLOps can help overcome challenges in operationalizing machine learning models, such as version control, deployment, and monitoring. Additionally, how ML Ops is particularly helpful for large-scale systems like ad auctions, where high data volume and velocity can pose unique challenges.

Data Science 195

Data Science AI AI SQL 195

AWS Machine Learning Blog

NOVEMBER 22, 2023

When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. To build an enterprise solution, developer resources, cost, time and user-experience have to be balanced to achieve the desired business outcome.

AWS 89

AWS ML ML Machine Learning 89

Towards AI

MARCH 17, 2024

It is also garnering massive popularity in organizations and enterprises, with every corner of every business implementing LLMs, Stable Diffusion, and the next trendy AI product. The third section is focussed on how XAI can be implemented in enterprises and projects. This article builds on the work of the XAI community.

AI 96

AI AI Decision Trees Artificial Intelligence 96

Data Science Dojo

JULY 27, 2023

Businesses often utilize this functionality to send order updates, appointment reminders, or time-sensitive alerts directly to their customers’ phones. Tic-Tac-Toe: The Tic-Tac-Toe project is a classic game implementation suitable for beginners learning Python programming.

Python 195

Python Data Visualization Artificial Intelligence Artificial Intelligence 195

ODSC - Open Data Science

FEBRUARY 12, 2024

Data analytics is integral to modern business, but many organizations’ efforts are starting to fall flat. It’s often hard to extract value from predictive models because they lack explainability and can be challenging to implement effectively. You must be able to analyze data faster, more accurately, and within context.

Augmented Analytics 98

Augmented Analytics Analytics Analytics Data Science 98

IBM Journey to AI blog

NOVEMBER 10, 2023

This means large amounts of data being produced, stored, and exchanged every second, which is also subject of inefficiencies and gaps in its access between patients, providers, and payers given the inconsistencies in how healthcare data interoperability standards are implemented.

AI 98

AI AI Natural Language Processing Artificial Intelligence 98

DrivenData Labs

MARCH 30, 2023

These technologies could advance innovation and collaboration in new fields and help harness the power of data to tackle some of our most pressing societal challenges. governments partnered to deliver a set of prize challenges to unleash the potential of these democracy-affirming technologies to make a positive impact.

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

Precisely

JANUARY 31, 2024

That’s obviously very important for anyone in charge of operating a complex global business with many moving parts. Business Agility Remains in Focus Across industries, agility continues to be a top desired outcome of digital transformation initiatives. Automation and intelligence initiatives are no exception.

Data Quality 57

Data Quality AI AI Artificial Intelligence 57

IBM Journey to AI blog

MAY 14, 2024

The number of chief artificial intelligence officers (CAIOs) has almost tripled in the last 5 years, according to LinkedIn. Companies across industries are realizing the need to integrate artificial intelligence (AI) into their core strategies from the top to avoid falling behind. How will they cultivate trust?

AI 84

AI AI Artificial Intelligence Artificial Intelligence 84

IBM Journey to AI blog

SEPTEMBER 11, 2023

The challenge is that the IT systems that power core business functions for even a single agency are complex, supporting thousands of employee workflows and resident touchpoints. We must allow this understanding to lead the process of configuring the technology, so it meets both human and business needs with precision and control.

Clustering 86

Clustering Data Quality 86

IBM Journey to AI blog

JUNE 29, 2023

Similarly, in the business world, when decision-making happens in silos and planning processes are disconnected, it’s like having a group of individuals playing their own instruments without any coordination. Strategic planning Integrated Business Planning starts with strategic planning.

Business Intelligence 77

Business Intelligence Business Intelligence Analytics Analytics 77

Precisely

JANUARY 18, 2024

Cloud computing, object-oriented programming, open source software, and microservices came about long after mainframes had established themselves as a mature and highly dependable platform for business applications. Yet mainframes weren’t initially designed to integrate easily with modern distributed computing platforms.

AWS 52

AWS Artificial Intelligence Artificial Intelligence Cloud Computing 52

Dataconomy

APRIL 3, 2023

What if it could achieve artificial general intelligence (AGI), the ability to understand and perform any task that a human can? The model design and implementation in GPT-2 represent some of the most notable changes; GPT-2 is 10 times larger than GPT-1 (117 million parameters) and contains 10 times as many parameters and data.

Natural Language Processing 171

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 171

AWS Machine Learning Blog

MAY 2, 2024

As new embedding models are released with incremental quality improvements, organizations must weigh the potential benefits against the associated costs of upgrading, considering factors like computational resources, data reprocessing, integration efforts, and projected performance gains impacting business metrics.

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AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

AWS 117

AWS AI AI ML 117

Smart Data Collective

JANUARY 13, 2022

The marketing profession has been fundamentally changed due to advances in artificial intelligence and big data. In order to appreciate the benefits of AI in customer service, you must recognize the most common customer service problems. Customer Service in a Services Business. AI technology can help address these issues.

Machine Learning 124

Machine Learning Machine Learning AI AI 124

IBM Journey to AI blog

DECEMBER 13, 2023

It should be a strategic roadmap that, when effectively designed and implemented, aligns with the mission of the organization and greatly contributes to its success. It should be a strategic roadmap that, when effectively designed and implemented, aligns with the mission of the organization and greatly contributes to its success.

Analytics 67

Analytics Analytics AI AI 67

IBM Journey to AI blog

FEBRUARY 23, 2024

Conversational artificial intelligence (AI) leads the charge in breaking down barriers between businesses and their audiences. This growth trend reflects mounting excitement around conversational AI technology, especially in today’s business landscape, where customer service is more critical than ever.

AI 97

AI AI ML ML 97

IBM Journey to AI blog

DECEMBER 7, 2023

Online analytical processing (OLAP) database systems and artificial intelligence (AI) complement each other and can help enhance data analysis and decision-making when used in tandem. This siloed approach often resulted in data redundancy and complexity, hampering integration with other business systems.

Data Preparation 59

Data Preparation Database AI AI 59

Smart Data Collective

MAY 17, 2023

AI technology has become crucial for modern businesses trying to maintain a competitive edge in the 21st Century. Around 35% of businesses are already using AI and another 42% plan to use it in the future. Businesses are also using AI-driven ERP software. Reports will no longer need to be manually analyzed for business insights.

AI 94

AI AI Business Intelligence Business Intelligence 94

AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in the cloud involves a series of trade-off between resources, time, customer expectation, and business outcome. It also provides guidance to tackle common challenges, enabling you to architect your IDP workloads according to best practices.

AWS 78

AWS ML ML Machine Learning 78

Dataconomy

JULY 26, 2023

In the fast-paced world of artificial intelligence, ChatGPT has emerged as a game-changer with its language processing and generation capabilities. To fully harness its potential, tech enthusiasts, developers, businesses, and everyone that uses this chatbot must understand the various login options available, such as API, Playground, and CLI.

Python 171

Python AI AI Artificial Intelligence 171

Mlearning.ai

FEBRUARY 15, 2024

RPA in Finance and Banking: Use Cases and Implementation — NIX United Are robots really more efficient than live employees? Deeply affected by technological advancements and the aftermath of the pandemic, these sectors are reinforcing their online presence and implementing breakthrough techniques to adapt to the changing environment.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. For example, if a golfer shoots one shot less than par (such as makes it in the hole in 3 shots on a par 4 or in 4 shots on a par 5), it is commonly called a birdie.

SQL 95

SQL AWS AI AI 95

Dataconomy

JULY 24, 2023

To sift through the noise, uncover patterns, predict trends, and essentially turn data into a veritable treasure trove of business solutions. They are detectives of the digital age, unearthing insights that drive strategic business decisions. From the infinite realm of raw data, a unique professional emerges: the data scientist.

Data Scientist 172

Data Scientist Data Science Data Analyst Machine Learning 172

phData

AUGUST 10, 2023

The implementation of a data vault architecture requires the integration of multiple technologies to effectively support the design principles and meet the organization’s requirements. Data architects can leverage these patterns as starting points or reference models when designing and implementing data vault architectures.

SQL 52

SQL Data Observability Data Quality Data Pipeline 52

IBM Journey to AI blog

APRIL 15, 2024

Data integration stands as a critical first step in constructing any artificial intelligence (AI) application. Data virtualization empowers businesses to unlock the hidden potential of their data, delivering real-time AI insights for cutting-edge applications like predictive maintenance, fraud detection and demand forecasting.

Analytics 66

Analytics Analytics Data Silos AI 66

IBM Journey to AI blog

FEBRUARY 22, 2024

Artificial intelligence (AI) is transforming society, including the very character of national security. Further, according to the IBM Institute of Business Value , 79% of executives say AI ethics is important to their enterprise-wide AI approach, yet less than 25% have operationalized common principles of AI ethics.

AI 94

AI AI Artificial Intelligence Artificial Intelligence 94

IBM Journey to AI blog

APRIL 11, 2024

Common challenges, common themes Broadly, government agencies strive for governance that supports and balances societal concerns of economic prosperity, national security and political dynamics. ” Across industries and sectors, some common regulatory themes are emerging. Where did the implementation break down?

AI 75

AI AI Algorithm Artificial Intelligence 75

ODSC - Open Data Science

OCTOBER 27, 2023

Traditionally, the extraction of data from documents is manual, making it slow, prone to errors, costly, and challenging to scale. With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate.

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AWS Machine Learning Blog

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. This post is co-written with Tom Famularo, Abhay Shah and Nicolette Kontor from Verisk.

AI 109

AI AI AWS Data Governance 109

Alation

NOVEMBER 17, 2022

On the surface, it might seem easy to one day decide that a whole organisation will be data-driven, but unless everyone in the business buys into the idea, organisations might be in for a shock. Step 1 – Be clear about your business objectives. First, what are your business objectives? Keeping those customers (6 times).

Data Governance 52

Data Governance Cloud Data 52

Dataconomy

JULY 19, 2023

This technology holds the potential to reshape industries and open up new possibilities for businesses across the globe. Edge processing introduces a fascinating concept that challenges the traditional approach to data processing. Imagine a world where data is processed right where it is generated, at the edge of the network.

Cloud Computing 91

Cloud Computing Analytics Analytics Data Science 91

Smart Data Collective

NOVEMBER 14, 2021

Artificial intelligence technology is shaking up the way companies operate. More companies than ever are finding clever ways to utilize AI technology to streamline their operations, boost their ROIs and solve common challenges that are facing their industries. Increase Your Business’s Visibility. Market Your Business.

AI 104

AI AI Artificial Intelligence Artificial Intelligence 104

IBM Journey to AI blog

DECEMBER 20, 2023

Yet navigating the complexities of building and managing a hybrid environment poses unique challenges. To capture the most value from hybrid cloud, business and IT leaders must develop a solid hybrid cloud strategy supporting their core business objectives.

Cloud Computing 96

Cloud Computing Machine Learning Machine Learning Big Data Analytics 96