AWS Machine Learning Blog

APRIL 8, 2024

With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data using a fully managed Retrieval Augmented Generation (RAG) model. However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories.

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Flipboard

APRIL 6, 2023

But not all publishers are ready to let go of SEO-driven content, though their strategies to address this vary. Team Whistle is using AI to generate metadata for its videos on social platforms like TikTok and YouTube and claimed more of these videos have gone viral, which evp of content Noah Weissman credits in part to the technology.

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Dataconomy

SEPTEMBER 22, 2023

Data archiving is the systematic process of securely storing and preserving electronic data, including documents, images, videos, and other digital content, for long-term retention and easy retrieval. While we were talking about a data-driven future about 10 years ago, today we are perhaps laying the foundations of this future.

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Data Science Dojo

JANUARY 19, 2024

Neural networks, a cornerstone of modern artificial intelligence, mimic the human brain’s ability to learn from and interpret data. Here, the network adjusts its internal settings based on the data it receives. Gradient descent, on the other hand, is a strategy to find the best way to improve learning.

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Dataconomy

AUGUST 31, 2023

How can we use it for content generation? The company focused on capturing data from workplace communications, analyzing it, and helping employees understand what and when leads needed. Opportunity Insights: recognizing client sentiments from the collected and analyzed data. Will AI technologies replace humans?

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Smart Data Collective

JANUARY 18, 2021

Big data is at the core of any competent marketing strategy. We have talked before about the importance of merging big data with SEO. However, we mostly talked about using data-driven SEO to drive traffic to your money site. Big data SEO strategies can also be very effective with YouTube marketing.

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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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Smart Data Collective

AUGUST 25, 2021

Analyzes previous data to make better predictions, like self-driving cars that observe directions and traffic lights. For instance, its AI content generator can create unique content in minutes by choosing a category relevant to your business. Image Tagging. Image tagging offers quick and relevant search results to users.

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Heartbeat

JULY 11, 2023

Photo by Oleg Laptev on Unsplash By improving many areas of content generation, optimization, and analysis, natural language processing (NLP) plays a crucial role in content marketing. This information can inform marketing strategies and help identify opportunities to differentiate their offerings.

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Iguazio

FEBRUARY 20, 2024

Risk, compliance, data privacy and escalating costs are just a few of the acute concerns that financial services companies are grappling with today. For example, applications range from creating engaging customer content to profiling wealth prospects to drafting financial reports to fraud monitoring to generating job profiles.

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AWS Machine Learning Blog

MAY 18, 2023

Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. Valuable data in organizations is stored in both structured and unstructured repositories. Configure optional encryption settings and tags. Choose Data sources in the navigation pane.

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Tableau

JULY 20, 2022

Striking a balance between data security and availability is difficult, especially when data is locked behind credentials you can't share out. When this is the case, manually refreshing data sources can be quite burdensome. Virtual connections provide a shareable and secure access point to your data with embedded credentials.

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Smart Data Collective

NOVEMBER 21, 2021

Suppose if we could gather, organize, analyze, and use this data in a better way? So let us see how artificial intelligence can help you in developing more effective SEO strategies for e-commerce. This new age of robust AI systems is capable of acquiring even more sophisticated data about clients. Improved Search Results.

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Dataconomy

JANUARY 23, 2024

AI systems can also evaluate enormous volumes of data in seconds, giving you insightful information to enhance your design. AI can analyze user behavior, preferences, and interactions in real-time, providing insights that allow you to tailor your website’s content, design, and features to meet individual needs.

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Tableau

JULY 20, 2022

Striking a balance between data security and availability is difficult, especially when data is locked behind credentials you can't share out. When this is the case, manually refreshing data sources can be quite burdensome. Virtual connections provide a shareable and secure access point to your data with embedded credentials.

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Smart Data Collective

DECEMBER 22, 2020

Data-driven business ideas are becoming more important than ever. A growing number of companies have found that big data is the key to reaching more customers. One of the most important benefits of big data in business is with marketing. We previously touched on a number of ways companies use big data for their marketing.

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AWS Machine Learning Blog

APRIL 24, 2024

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. In the following example, the user specifically provided the adequate document and content to correct the LLM hallucination.

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Smart Data Collective

SEPTEMBER 8, 2020

You can see how big data and AI are being utilized by the most astute CBD marketers. You can get a better sense of the role that big data plays in the changing direction of the market. So how can you stand out in a crowded marketplace by leveraging data analytics ? Big Data is Driving Major Changes in the CBD Industry.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock automates synchronization of your data with your vector store, including diffing the data when it’s updated, document loading, and chunking, as well as semantic embedding. RAG is a popular technique that combines the use of private data with large language models (LLMs). Choose Next.

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phData

APRIL 15, 2024

When connecting to data in Power BI, you need to choose whether you want to use Import or Direct Query mode to connect to your data. Using the Import method, Power BI captures and caches a snapshot of your data in Power BI. Data Timing Data is queried from the source, so you get the most up-to-date data.

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Smart Data Collective

APRIL 10, 2020

eCommerce AI is a data-driven trend that allows companies to manage and analyze consumer information easily. This data can also be used to identify shopper segmentation parameters. eCommerce businesses leverage subtle criteria and product preferences to develop more effective marketing strategies. Automated Logistics.

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Smart Data Collective

APRIL 1, 2020

Big data is redefining the world of marketing. A growing number of SaaS companies are looking for ways to use big data to get more value from leads and business opportunities. One of the ways businesses can rely more on big data is with SEO. Big Data is Driving More Value to SEO. You follow their advice carefully.

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phData

MAY 2, 2024

The cloud data platforms of today offer unprecedented adaptability and scalability, creating vast opportunities to leverage data for generating business value. It is the answer to getting everything you need from your data platform and nothing you don’t. What are the 3 Phases of FinOps?

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Smart Data Collective

JANUARY 30, 2023

It’s an effective marketing strategy for increasing personalization. Prioritize Mobile-First Development Data shows that 55.7% Also, your website design should be easy to navigate and provide clear and easy-to-read content. Make sure to factor in your site’s title tags, meta descriptions, and content.

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AWS Machine Learning Blog

MAY 5, 2023

In this post, we show how to repurpose an existing dataset via data cleaning, preprocessing, and pre-labeling with a zero-shot classification model in FiftyOne , and adjusting these labels with Amazon SageMaker Ground Truth. You can use Ground Truth and FiftyOne to accelerate your data labeling project.

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Smart Data Collective

MARCH 5, 2022

Are you a data scientist ? Even if you already have a full-time job in data science, you will be able to leverage your expertise as a big data expert to make extra money on the side. Ways that Data-Savvy People Can Make Money with Side Hustles This Year. It uses complex data analytics features.

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Pickl AI

MARCH 27, 2023

It involves the development of algorithms and computational models that can process and analyze large volumes of natural language data, including written and spoken language. Steps to perform NLP This segment of the blog throws light on the key steps to perform NLP: Text Preprocessing This step involves preprocessing of raw text data.

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Snorkel AI

MARCH 27, 2024

At Google Cloud Next, you’ll have the opportunity to hear directly from Snorkel, Google, and AI innovators like Wayfair and Wells Fargo about how you can move AI prototypes into production by programmatically developing your data. This delivers higher-quality content for customers and the ability to quickly adapt as customer searches evolve.

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Snorkel AI

MARCH 27, 2024

At Google Cloud Next, you’ll have the opportunity to hear directly from Snorkel, Google, and AI innovators like Wayfair and Wells Fargo about how you can move AI prototypes into production by programmatically developing your data. This delivers higher-quality content for customers and the ability to quickly adapt as customer searches evolve.

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Heartbeat

NOVEMBER 22, 2023

Table of Contents Introduction I. Use delimiters such as triple quotes (“‘xxx’”), triple backticks (```), triple dashes ( — -), angle brackets (< >), and XML tags. context = [{'role': 'system', 'content': f""" You are ShopBot, an AI assistant for my online fashion shop - Nhi Yen.

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Pickl AI

AUGUST 1, 2023

The surge of digitization and its growing penetration across the industry spectrum has increased the relevance of text mining in Data Science. Text mining is primarily a technique in the field of Data Science that encompasses the extraction of meaningful insights and information from unstructured textual data.

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Mlearning.ai

FEBRUARY 26, 2024

Post-Retrieval Next, the RAG model augments the user input (or prompts) by adding the relevant retrieved data in context (query + context). Pre-Retrieval Optimisation Pre-retrieval techniques include improving the quality of indexed data and chunk optimisation. This process creates a knowledge library that the LLM can understand.

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IBM Journey to AI blog

FEBRUARY 14, 2024

YouTube will deliver a curated feed of content suited to customer interests. Creative AI use cases Create with generative AI Generative AI tools such as ChatGPT, Bard and DeepAI rely on limited memory AI capabilities to predict the next word, phrase or visual element within the content it’s generating.

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Smart Data Collective

JUNE 7, 2019

Data, for instance, has to be processed fast so that the companies can keep up to the changing business and market conditions in real time. This is where real-time stream processing enters the picture, and it may probably change everything you know about big data. What is Big Data? Cost and time reductions.

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Smart Data Collective

NOVEMBER 15, 2019

Big data is changing the future of SEO in countless ways. All ecommerce companies need to look for ways to utilize big data to make the most of their SEO strategies, because organic search is essential to their success. The Overwhelming Importance of Big Data in SEO of eCommerce Companies.

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IBM Journey to AI blog

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. NLP techniques help them parse the nuances of human language, including grammar, syntax and context.

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Snorkel AI

SEPTEMBER 29, 2023

Data labeling remains a core requirement for any organization looking to use machine learning to solve tangible business problems, especially with the increased development and adoption of LLMs. This is where data labeling fits in. What is data labeling? This approach applies across all data modalities.

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