AWS Machine Learning Blog

MAY 9, 2024

Organizations across industries face numerous challenges implementing generative AI across their organization, such as lack of clear business case, scaling beyond proof of concept, lack of governance, and availability of the right talent. As maintained by Gartner , more than 80% of enterprises will have AI deployed by 2026.

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Data Science Dojo

JUNE 6, 2023

Amazon Go, a cashier-less convenience store that debuted in 2019, is just one instance of how traditional industries are undergoing a digital upheaval. Amazon Go, a cashier-less convenience store that debuted in 2019, is just one instance of how traditional industries are undergoing a digital upheaval.

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Big Data Big Data Cloud Computing AWS 195

Data Science Dojo

JANUARY 16, 2023

An overview of data analysis, the data analysis process, its various methods, and implications for modern corporations. Studies show that 73% of corporate executives believe that companies failing to use data analysis on big data lack long-term sustainability. Hence, this must be as clear and specific as possible.

Data Analysis 195

Data Analysis Data Analysis Data Analyst Big Data 195

Dataconomy

JUNE 9, 2023

As software applications become increasingly complex, it becomes imperative to adopt effective techniques that can uncover potential issues and enhance the overall quality of the codebase. It goes beyond traditional static analysis by providing a real-world perspective on how the code actually performs in different scenarios and environments.

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Python Algorithm AI AI 163

Precisely

MAY 16, 2024

Key takeaways: The success of your AI initiatives hinges on the integrity of your data. Ensure your data is accurate, consistent, and contextualized to enable trustworthy AI systems that avoid biases, improve accuracy and reliability, and boost contextual relevance and nuance. Why Does Data Integrity Matter for AI Success?

AI 59

AI AI AWS Data Quality 59

Pickl AI

OCTOBER 19, 2023

Data quality plays a significant role in helping organizations strategize their policies that can keep them ahead of the crowd. Hence, companies need to adopt the right strategies that can help them filter the relevant data from the unwanted ones and get accurate and precise output.

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Data Quality Data Governance Data Warehouse Machine Learning 52

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. We first delve into the vulnerabilities, threats, and risks that arise from the implementation, deployment, and use of LLM solutions, and provide guidance on how to start innovating with security in mind.

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Precisely

APRIL 25, 2024

Jean-Paul Otte recently joined Precisely as Head of Data Strategy Services for Europe. Jean-Paul sat down for an interview where we discussed his background as a former CDO, the challenges he faced, and how he developed his unique perspective and data governance expertise. His specialty?

Data Governance 69

Data Governance Data Quality Artificial Intelligence Artificial Intelligence 69

Dataconomy

SEPTEMBER 6, 2023

But what is MSSP and how can it help you to ensure your and your business’ safety in the cyber-world? This includes monitoring network traffic, logs, and endpoints for suspicious activity, as well as implementing intrusion detection and prevention systems. Let’s find out!

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Azure AWS 185

Dataconomy

JULY 4, 2023

It’s also about using AI and ML to gain insights into your data and make better decisions. Hyperautomation is a powerful framework and a collection of advanced technologies that supercharge automation in businesses. Do you want to revolutionize your business operations and boost productivity?

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Natural Language Processing Big Data Big Data Machine Learning 192

Alation

JANUARY 20, 2022

Several weeks ago (prior to the Omicron wave), I got to attend my first conference in roughly two years: Dataversity’s Data Quality and Information Quality Conference. Ryan Doupe, Chief Data Officer of American Fidelity, held a thought-provoking session that resonated with me. Step 2: Data Definitions.

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Data Quality Data Governance Data Profiling Clean Data 94

IBM Journey to AI blog

FEBRUARY 5, 2024

For federal and state governments and agencies, identity is the crux of a robust security implementation. Numerous individuals disclose confidential, personal data to commercial and public entities daily, necessitating that government institutions uphold stringent security measures to protect their assets.

Analytics 95

Analytics Analytics 95

Dataconomy

JANUARY 15, 2024

The seven essential elements of this expanded marketing framework include: Product: Addressing the ‘What’ and ‘How’ – What are you offering, and how does it satisfy the needs of your target demographic? Price: The cost factor – What pricing strategy will be implemented for your product or service?

AI 192

AI AI Artificial Intelligence Artificial Intelligence 192

Dataconomy

MARCH 29, 2023

In an era where data is king, the ability to harness and manage it effectively can make or break a business. A comprehensive data governance strategy is the foundation upon which organizations can build trust with their customers, stay compliant with regulations, and drive informed decision-making. What is data governance?

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Data Governance Data Analyst Data Quality Data Silos 70

Dataconomy

MARCH 29, 2023

In an era where data is king, the ability to harness and manage it effectively can make or break a business. A comprehensive data governance strategy is the foundation upon which organizations can build trust with their customers, stay compliant with regulations, and drive informed decision-making. What is data governance?

Data Governance 70

Data Governance Data Analyst Data Quality Data Silos 70

AWS Machine Learning Blog

JANUARY 5, 2024

Many organizations have been using a combination of on-premises and open source data science solutions to create and manage machine learning (ML) models. Data science and DevOps teams may face challenges managing these isolated tool stacks and systems. Wipro is an AWS Premier Tier Services Partner and Managed Service Provider (MSP).

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AWS Data Science ML ML 110

IBM Journey to AI blog

NOVEMBER 14, 2023

How does Wazi as Service help drive modernization? With flexible consumption-based pricing, it provides on-demand access to z/OS systems, dramatically improving developer productivity by accelerating release cycles on secure, regulated hybrid cloud environments like IBM Cloud Framework for Financial Services (FS Cloud).

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AI AI 102

AWS Machine Learning Blog

APRIL 24, 2024

The Amazon D&C team implemented the solution in a pilot for Amazon engineers and collected user feedback. In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning.

AI 109

AI AI Data Science AWS 109

Dataconomy

AUGUST 7, 2023

With the capacity to store, organize, and retrieve data efficiently, AI databases provide the scaffolding upon which groundbreaking AI models are built, refined, and deployed. AI databases are specialized to store, manage, and retrieve data for artificial intelligence and machine learning applications ( Image credit ) What is an AI database?

Database 168

Database AI AI ML 168

Precisely

NOVEMBER 14, 2023

When speaking to organizations about data integrity , and the key role that both data governance and location intelligence play in making more confident business decisions, I keep hearing the following statements: “For any organization, data governance is not just a nice-to-have! “ “Everyone knows that 80% of data contains location information.

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Data Governance Analytics Analytics Clustering 119

IBM Journey to AI blog

MARCH 15, 2024

As a healthcare company, this client had an obligation to provide safe, reliable, time-sensitive, high-quality services to its customers. As a healthcare company, this client had an obligation to provide safe, reliable, time-sensitive, high-quality services to its customers.

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Dataconomy

FEBRUARY 23, 2024

A career as a medical professional can be a highly rewarding pathway – for those who want to make a difference in the communities they serve, courses such as an ABSN program online provide an opportunity for a high-quality, professional pathway into clinics and hospitals throughout America.

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AWS Machine Learning Blog

DECEMBER 19, 2023

Many businesses already have data scientists and ML engineers who can build state-of-the-art models, but taking models to production and maintaining the models at scale remains a challenge. Manual workflows limit ML lifecycle operations to slow down the development process, increase costs, and compromise the quality of the final product.

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Machine Learning Machine Learning AWS Analytics 104

ODSC - Open Data Science

MAY 15, 2023

Enterprises spend an average of $15M annually on data & AI initiatives. This means a lot of money and effort is going into advancing data & AI capabilities, but companies are still struggling to see the business value. Yet, last year, 90% of AI investments by enterprises saw zero return, according to VentureBeat.

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AI AI Data Quality Data Pipeline 95

Pickl AI

APRIL 14, 2023

As the world slowly drifts towards data-driven decision-making, the relevance of quality data sets becomes even more significant. While most of this data is stored in a repository or on a cloud-based platform, the system’s vulnerability cannot be undermined. Here comes the role of Data Governance.

Data Governance 52

Data Governance Data Quality Data Silos Analytics 52

Iguazio

DECEMBER 14, 2023

With practical code examples and specific tool recommendations, the book empowers readers to implement the concepts effectively. After reading the book, ML practitioners and leaders will know how to deploy their ML models to production and scale their AI initiatives, while overcoming the challenges many other businesses are facing.

ML 52

ML ML Data Science Data Preparation 52

Dataconomy

AUGUST 29, 2023

At its core, IoT refers to the interconnection of everyday objects, devices, and systems through the internet, enabling them to collect, exchange, and analyze data. Predicting the future of IoT doesn’t require a crystal ball; it demands an understanding of the transformative forces that are reshaping our world.

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Internet of Things AI AI Machine Learning 172

ODSC - Open Data Science

AUGUST 16, 2023

The United States Department of Commerce has just unveiled its Data Privacy Framework Program (DPF) website , which provides more than just information about ensuring data privacy. Also, even smaller businesses are impacted by tighter controls over international data transfers.

Data Science 96

Data Science AI AI Artificial Intelligence 96

Dataconomy

MAY 26, 2023

There is one question on every business executive’s mind today: “How can I apply generative AI to my business?” Data quality Ensure that the right data sources are tapped within your organization to avoid unreliable results. Who co-pilots the co-pilots?

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AI AI Data Quality DataOps 70

IBM Journey to AI blog

DECEMBER 20, 2023

An AI strategy helps organizations address the complex challenges associated with AI implementation and define its objectives. A well-formulated AI strategy should also help guide tech infrastructure, ensuring the business is equipped with the hardware, software and other resources needed for effective AI implementation.

AI 79

AI AI Artificial Intelligence Artificial Intelligence 79

Pickl AI

OCTOBER 18, 2023

How to Scale Your Data Quality Operations with AI and ML: In the fast-paced digital landscape of today, data has become the cornerstone of success for organizations across the globe. Every day, companies generate and collect vast amounts of data, ranging from customer information to market trends.

Data Quality 52

Data Quality ML ML Machine Learning 52

AWS Machine Learning Blog

MAY 16, 2024

In this post, we share how LotteON improved their recommendation service using Amazon SageMaker and machine learning operations (MLOps). Therefore, we decided to introduce a deep learning-based recommendation algorithm that can identify not only linear relationships in the data, but also more complex relationships.

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AWS ML ML Deep Learning 86

Pickl AI

OCTOBER 10, 2023

In this blog, we are going to unfold the two key aspects of data management that is Data Observability and Data Quality. Data is the lifeblood of the digital age. Today, every organization tries to explore the significant aspects of data and its applications. What is Data Observability and its Significance?

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Data Observability Data Quality Data Governance Data Pipeline 52

Dataconomy

JANUARY 30, 2024

This powerhouse can write code in various languages (Python, C++, Java, PHP) from natural language prompts or existing code snippets, doing so with unprecedented speed, accuracy, and quality. Overcoming these hurdles necessitates models with immense data, processing power, and intelligence.

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AI AI Python Data Analysis 127

IBM Journey to AI blog

FEBRUARY 13, 2024

Remember how cool it felt when you first held a smartphone in your hand? Demystifying generative AI At the heart of Generative AI lie massive databases of texts, images, code and other data types. This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task.

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AI AI Natural Language Processing Artificial Intelligence 125

ODSC - Open Data Science

FEBRUARY 21, 2024

For the first time ever, the Data Engineering Summit will be in person! Co-located with the leading Data Science and AI Training Conference, ODSC East, this summit will gather the leading minds in Data Engineering in Boston on April 23rd and 24th. We’re currently hard at work on the lineup. NET, and AWS.

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Data Engineering Data Engineer Data Engineering Data Engineering 52

Hacker News

AUGUST 3, 2023

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. In this article, we'll explore how RLHF works, how it truly impacts a language model's behavior , and discuss the current limitations of this approach. How is it capable of doing this?

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AI AI Data Quality Machine Learning 115