IBM Journey to AI blog

AUGUST 28, 2023

With nearly 5 billion users worldwide—more than 60% of the global population —social media platforms have become a vast source of data that businesses can leverage for improved customer satisfaction, better marketing strategies and faster overall business growth. What is text mining? How does text mining work?

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Convolutional Neural Networks Data Mining Categorization Machine Learning 144

Unite.AI

AUGUST 19, 2023

With the ever-evolving advancements in (AI) Artificial Intelligence, there's a revolution unfolding that's reshaping content creation and audience engagement strategies. Whether you're looking to refine your blog posts, create resonant podcasts, or design engaging videos, these tools are set to supercharge your affiliate marketing campaigns.

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AI Tools AI AI Artificial Intelligence 240

DataRobot Blog

JULY 13, 2022

This marks a full decade since some of the brightest minds in data science formed DataRobot with a singular vision: to unlock the potential of AI and machine learning for all—for every business, every organization, every industry—everywhere in the world. How to Thrive in the Age of Data Dominance. 10 Keys to AI Success. Download Now.

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Artificial Intelligence Artificial Intelligence Machine Learning Data Science 105

AWS Machine Learning Blog

JANUARY 26, 2024

Being aware of risks fosters transparency and trust in generative AI applications, encourages increased observability, helps to meet compliance requirements, and facilitates informed decision-making by leaders. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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Generative AI LLM ML AI 122

AWS Machine Learning Blog

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Features such as normalizing key fields and summarizing input data support faster cycles for managing document process workflows, while reducing the potential for errors.

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IDP Generative AI AI AI 75

IBM Journey to AI blog

MARCH 26, 2024

Maximizing value with a holistic strategy The first step in maximizing that dual value is upfront due diligence to assess the current state of reporting readiness, alignment between ESG requirements and voluntary sustainability initiatives, and consider how to drive acceleration with future-proofed solutions.

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ESG Generative AI AI AI 168

IBM Journey to AI blog

APRIL 11, 2024

The groundwork for effectively operationalizing governance is human-centered, and includes securing funded mandates, identifying accountable leaders, developing agency-wide AI literacy and centers of excellence and incorporating insights from academia, non-profits and private industry. The term governance can be slippery.

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AI AI Responsible AI AI Modeling 196

IBM Journey to AI blog

DECEMBER 20, 2023

Hybrid cloud has become the IT infrastructure of choice, providing the interoperability and portability organizations need to access data where and when they need it. To capture the most value from hybrid cloud, business and IT leaders must develop a solid hybrid cloud strategy supporting their core business objectives.

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DevOps Machine Learning Automation Big Data 258

IBM Journey to AI blog

DECEMBER 4, 2023

Companies large and small are increasingly digitizing and managing vast troves of data. The software provides an integrated and unified platform for disparate business processes such as supply chain management and human resources , providing a holistic view of an organization’s operations and breaking down data silos.

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Data Quality Automation 199

AWS Machine Learning Blog

JANUARY 6, 2023

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in the Leaders category. The tools are typically used by data scientists and ML developers from experimentation to production deployment of AI and ML solutions. AWS position.

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Data Scientist ML Machine Learning Explainability 69

IBM Journey to AI blog

JUNE 15, 2023

When it comes to managing assets throughout their lifecycle, business leaders know they need a comprehensive strategy in place to succeed. But they aren’t always clear on the strategic opportunities around parts inventory management and the role it plays in maintenance strategy.

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Artificial Intelligence Artificial Intelligence Machine Learning AI 182

AWS Machine Learning Blog

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture.

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Insight Engine Generative AI LLM AI 114

Mlearning.ai

MAY 23, 2023

Hey guys, in this blog we will see some of the most asked Data Science Interview Questions by interviewers in [year]. Data science has become an integral part of many industries, and as a result, the demand for skilled data scientists is soaring. What is Data Science?

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Data Science Neural Network Deep Learning Machine Learning 52

AWS Machine Learning Blog

MARCH 15, 2024

However, existing solutions can often fall into two categories: rule-based systems that demand substantial time and effort for setup and upkeep, or rigid systems that lack the flexibility required for human-like interactions with customers. The ObjectCreator prompt converts the natural language requests into a data structure (JSON format).

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Generative AI Prompt Engineer Prompt Engineering LLM 120

AWS Machine Learning Blog

OCTOBER 10, 2023

Machine learning (ML), especially deep learning, requires a large amount of data for improving model performance. Customers often need to train a model with data from different regions, organizations, or AWS accounts. In this blog, you will learn to build a cloud-native FL architecture on AWS.

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ML Algorithm Machine Learning Neural Network 92

The MLOps Blog

OCTOBER 3, 2023

Mikiko is a very well-known figure in the data community. So I tell people honestly, I’ve spent the last eight years working up and down the data and ML value chain effectively – a fancy way of saying “job hopping.” How to transition from data analytics to MLOps engineering Piotr: Miki, you’ve been a data scientist, right?

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ML Data Scientist Machine Learning Data Science 52

AWS Machine Learning Blog

SEPTEMBER 25, 2023

Additionally, it highlights the specific parts of your input text related to each category of bias. client('runtime.sagemaker') def lambda_handler(event, context): data = json.loads(json.dumps(event)) payload = json.dumps(data['data']).encode('utf-8') His passion lies in connected vehicles and autonomous driving.

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ML Machine Learning Software Engineer ML Engineer 84

AWS Machine Learning Blog

DECEMBER 1, 2023

The ability to quickly build and deploy machine learning (ML) models is becoming increasingly important in today’s data-driven world. From data collection and cleaning to feature engineering, model building, tuning, and deployment, ML projects often take months for developers to complete.

Machine Learning 84

Machine Learning ML Categorization Data Quality 84

O'Reilly Media

NOVEMBER 28, 2023

AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. We suspect that many API services are being offered as loss leaders—that the major providers have intentionally set prices low to buy market share. Few nonusers (2%) report that lack of data or data quality is an issue, and only 1.3%

Generative AI 108

Generative AI AI AI Data Analysis 108

Snorkel AI

MARCH 1, 2023

Foundation models are large AI models trained on enormous quantities of unlabeled data—usually through self-supervised learning. Data scientists can build upon generalized FMs and fine-tune custom versions with domain-specific or task-specific training data. What are they and how will they impact your business?

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BERT Natural Language Processing Large Language Models Neural Network 83

Flipboard

MARCH 6, 2023

Because of increasing volumes of data on the internet, the average cost of training the kinds of machine learning models that generative AI runs on could grow as large as $500 million to train a single model by 2030, according to a recent report by advanced AI research group EpochAI. Jasper is one of the biggest examples of that.

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Generative AI OpenAI AI AI 123

IBM Journey to AI blog

JULY 7, 2023

Making the most of the skills, creativity and insights of knowledge workers requires thoughtful business management, from integrating company data to deploying well-documented processes. Business analytics: Data and insights help knowledge workers make informed decisions and find new opportunities. What is a knowledge worker?

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Automation Big Data Generative AI Artificial Intelligence 179

John Snow Labs

JULY 19, 2023

This blog post explores the emerging players in the commercial large language model (LLM) landscape, namely Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. In this blog post, we will dive into the fascinating ecosystem of LLM companies. Released under the Apache 2.0

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LLM OpenAI Large Language Models NLP 98