KDnuggets

JANUARY 2, 2020

Delivering accurate insights is the core function of any data scientist. Navigating the development road toward this goal can sometimes be tricky, especially when cross-collaboration is required, and these lessons learned from building a search application will help you negotiate the demands between accuracy and speed.

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Data Scientist 206

Data Science Dojo

SEPTEMBER 28, 2023

Follow Data Science Dojo on Medium to stay updated with LLM and Generative AI Main function and data loading: At the core of our chatbot lies the main function, which orchestrates the entire application logic. We construct this index using VectorStoreIndex, a versatile tool that optimizes the stored documents for efficient searching.

Natural Language Processing 435

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AWS Machine Learning Blog

NOVEMBER 21, 2023

In the dynamic world of streaming on Amazon Music , every search for a song, podcast, or playlist holds a story, a mood, or a flood of emotions waiting to be unveiled. These searches serve as a gateway to new discoveries, cherished experiences, and lasting memories. Amazon Music uses the power of AI to accomplish this.

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Dataconomy

MAY 27, 2024

This messy rollout has Google scrambling to turn off AI Overviews for certain searches as memes spread quickly, causing many of these suggestions to vanish shortly after appearing online. The feature, called the Search Generative Experience , started in beta in May 2023. Image credit ) Does Google search violate antitrust law?

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Dataconomy

DECEMBER 27, 2023

The ability to set up smart contracts, on-chain transparency for key data, a token to exchange value, and possibly a DAO or consortium for governance are all core features. In the case of Camino, customers can much more easily search for the travel experiences they want.

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Dataconomy

JANUARY 22, 2024

Rabbit R1 Perplexity AI usage opens new possibilities ( Image Credit ) At the core of this partnership is the incorporation of Perplexity AI’s state-of-the-art technology into the Rabbit R1 device. This interface allows users to ask questions in natural language, distinguishing it from traditional search engines.

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Towards AI

SEPTEMBER 4, 2023

Here is how to know if it is too early to give up on the data science job search This member-only story is on us. Job searching is hard. A core belief of mine is that it is hard to make that transition. Upgrade to access all of Medium. Going from one field to another is even harder.

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Dataconomy

SEPTEMBER 7, 2023

In this article, we’ll delve into the DMA’s core provisions, identify the ‘gatekeepers’ it seeks to rein in and explore the profound implications for both the tech giants and the digital realm itself. Defining the DMA’s gatekeepers The term “gatekeeper” is central to the DMA’s mission.

Data Science 113

Data Science 113

AWS Machine Learning Blog

MARCH 1, 2024

Semantic search is widely used because it is able to understand more human-like questions—a user’s query is not always directly related to the exact keywords in the content that answers it. Semantic search helps provide answers based on the meaning of the text. Context is retrieved from the vector database based on the user query.

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Hacker News

MAY 28, 2023

Instead of the usual DMCA copyright notices, the music group asked the search engine to remove various URLs for alleged violations of the DMCA’s anti-circumvention provision. The delisting requests are supposed to make it harder for people to find ‘YouTube MP3 download’ sites in search results.

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Analytics Analytics 181

Towards AI

APRIL 8, 2024

This is where Bayesian optimization comes into play, offering a sophisticated and efficient approach to navigating high-dimensional search spaces and identifying optimal hyperparameter configurations. The core idea is to leverage Word2Vec’s ability to learn dense vector representations that capture semantic relationships from sequential data.

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Dataconomy

FEBRUARY 20, 2024

The tool employs sophisticated analysis to dissect the faint acoustics of your swipes, meticulously searching for patterns unique to your fingerprint. Technology intertwines with almost every aspect of our lives nowadays and hackers are constantly searching for and discovering new vulnerabilities, often in the most unexpected places.

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Database AI AI 202

Dataconomy

JANUARY 10, 2024

With a focus on natural language searches and tasks through its Large Action Model (LAM), this pocket-sized companion brings a touch of simplicity, versatility, and playful design to the forefront. The R1 isn’t a replacement for your smartphone – it’s a specialized tool for AI-based searches.

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AI AI 103

Tableau

MARCH 21, 2023

Data discovery and trust have been core principles of Tableau Catalog since its very inception. Data Quality Warnings (DQW) in Web Authoring experience A core value and key differentiator of the Tableau Catalog is to help users trust the data that they’re viewing or working with.

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ODSC - Open Data Science

NOVEMBER 2, 2023

Building Production-Grade Vector Search By enabling quick and structured access to data representations, vector stores empower machine learning models to process and learn from complex data with remarkable efficiency.

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Flipboard

FEBRUARY 13, 2023

Challenger search engine Neeva wants to replace the familiar “10 blue links” in search results with something more fitting for the modern AI age. market, pitched as “authentic, real-time AI search.” market, pitched as “authentic, real-time AI search.”

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Alation

JULY 15, 2021

With a strong emphasis on human-generated metadata and logfile-derived insights, it powers search and discovery for data analysts along with access-oriented data governance. People-centric Search. This is why data search & discovery is a core feature to Alation. Where do those suggestions come from? The result?

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Data Governance ML ML Data Analyst 98

Flipboard

FEBRUARY 6, 2023

The company also said it will add new AI–powered features to Google search. What the public will have access to starting this week are search results that sometimes show AI-generated text, especially for complex queries. Courtesy of Google What Google’s AI-generated search results could look like.

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AI AI 123

Dataconomy

SEPTEMBER 22, 2023

This process can help organizations identify which data should be archived and how it should be categorized, making it easier to search, retrieve, and manage the data. Traditional data indexing methods often rely on manual tagging or basic keyword searches, which can be time-consuming and prone to errors.

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Mlearning.ai

FEBRUARY 26, 2024

Image created by author using Dalle-3 via Bing Chat Ultimate guide to optimise RAG pipeline from zero to advance- Solving the core challenges of Retrieval-Augmented Generation In my last blog, I covered RAG extensively and how it’s implemented with LlamaIndex. However, RAG often encounters numerous challenges when answering questions.

Database 52

Database AI AI ML 52

Flipboard

APRIL 6, 2023

” The frontier model is the successor to Claude, Anthropic’s chatbot that can be instructed to perform a range of tasks, including searching across documents, summarizing, writing and coding, and answering questions about particular topics. In these ways, it’s similar to OpenAI’s ChatGPT.

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Towards AI

MAY 7, 2024

hour– NVIDIA’s H100 Tensor Core GPU (80GB) @ $2.10/hour A ChatGPT Search Engine Is Rumored To Be Coming Next Week OpenAI is rumored to be launching a ChatGPT-based search engine, potentially at “search.chatgpt.com,” aiming to rival Google by integrating a chatbot feature with traditional search results.

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ODSC - Open Data Science

FEBRUARY 17, 2023

This means not necessarily just knowing platforms, but how NLP works as a core skill. Data Science Fundamentals Going beyond knowing machine learning as a core skill, knowing programming and computer science basics will show that you have a solid foundation in the field.

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Deep Learning Deep Learning Data Science Natural Language Processing 111

AWS Machine Learning Blog

MAY 30, 2024

Instead, Vitech opted for Retrieval Augmented Generation (RAG), in which the LLM can use vector embeddings to perform a semantic search and provide a more relevant answer to users when interacting with the chatbot. The vector embeddings are sent to Amazon Aurora PostgreSQL to perform a semantic search on the knowledge base documents.

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AI AI AWS Database 98

Becoming Human

MARCH 12, 2024

The integration of AI for legal research raises questions about the future direction of the legal profession and prompts a reevaluation of its core practices. This technology aids legal professionals in communicating complex concepts clearly and enhances search accuracy through its comprehension of legal synonyms, abbreviations, and acronyms.

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AWS Machine Learning Blog

MAY 5, 2023

In this post, we discuss a machine learning (ML) solution for complex image searches using Amazon Kendra and Amazon Rekognition. With the internet, searching and obtaining an image has never been easier. Most of the time, you can accurately locate your desired images, such as searching for your next holiday getaway destination.

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AWS Machine Learning Blog

MAY 21, 2024

The resulting vectors, representing the semantic content regardless of original format, are indexed in a vector database for efficient approximate similarity searches. This allows you to work with the core FMs. jsons", glob='**/*.json', json', show_progress=True, loader_cls=JSONLoader, loader_kwargs = {'jq_schema':'.content'})

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Dataconomy

OCTOBER 25, 2023

More intricate features, like search tools, might even take a year to implement. Describing these technologies as “core fundamental” elements, he reaffirmed that AI’s role is “absolutely critical” to Apple’s vision.

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Machine Learning Machine Learning AI AI 193

ODSC - Open Data Science

APRIL 20, 2023

Six Core Competencies Data Scientists Need to Succeed in Their Careers Data scientists need to know more than just algorithms to succeed. With 300 hours of content, hands-on training sessions, 250 expert speakers, core contributors, industry leaders, and 3500 attendees, ODSC East is the can’t-miss conference of the spring.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Mlearning.ai

SEPTEMBER 24, 2023

Learn How To Make GridSearchCV More Efficient Photo by ANTONI SHKRABA production Introduction Grid search is a popular hyperparameter optimisation technique. A brute-force search is a general problem-solving technique and algorithm paradigm. Figure 1: Brute Force Search It is a cross-validation technique.

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Data Science Dojo

MARCH 20, 2024

Evolution and future directions As the landscape of artificial intelligence continues to evolve, so too do the methodologies and technologies at its core. Pre-retrieval optimizations: Before the system begins to search, it optimizes the query for better outcomes.

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Hacker News

JANUARY 24, 2024

Part of the 40 SUPER Series announced at CES , it’s equipped with more CUDA cores than the RTX 4070, a frame buffer increased to 16GB, and a 256-bit bus — perfect for video editing and rendering large 3D scenes. Get creative superpowers with the GeForce RTX 4070 Ti SUPER available now. It runs up to 1.6x faster than the RTX 3070 Ti and 2.5x

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AI AI 182

Tableau

APRIL 12, 2021

Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. Tableau Catalog is unique in that users can search for data in Tableau and jump into analysis right away—no need to switch between tools and accounts. Searching for data isn’t trivial.

Data Quality 102

Data Quality Tableau Database 102

Dataconomy

MARCH 7, 2024

.” This opens a text box for direct editing, along with buttons offering guidance for revisions: “ Recreate ,” “ Shorter ,” “ Longer ,” and “ Remove “ The core principle is simple: Highlight : Select any portion of a Gemini-written text Edit : A pencil icon will appear.

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AI AI Artificial Intelligence Artificial Intelligence 200

Alation

FEBRUARY 13, 2020

Data catalogs have quickly become a core component of modern data management. This brief definition makes several points about data catalogs—data management, searching, data inventory, and data evaluation—but all depend on the central capability to provide a collection of metadata. What Does a Data Catalog Do? Conclusion.

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Data Lakes Data Analysis Data Analysis Big Data 64

Data Science Dojo

JUNE 4, 2024

Some common topics discussed and covered in AI books include search algorithms, machine learning, natural language processing, and computer vision – the building blocks of intelligent systems. Here’s a list of 5 Core Responsible AI Principles 5. The Coming Wave: A.I.,

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Dataconomy

MAY 9, 2024

Nonetheless, React Native allows moving the core elements of your UI between different platforms more or less effortlessly, requiring only small-scale modifications later. Easy-to-learn core language React Native is notable for its reliance on JavaScript. This means React Native is among the best time-saving technologies in modern IT.

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