Analytics Vidhya

JULY 11, 2024

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science. To be relevant and competitive in this rapidly evolving area, at least specific fundamental data science […] The post Top 10 Platforms to Practice Data Science Skills appeared first on Analytics Vidhya.

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KDnuggets

JULY 11, 2024

Learn data science through interactive courses, books, guides, code examples, projects, and free courses based on top university curricula. Also, access interview questions and best practices.

Data Science 290

Data Science 290

Analytics Vidhya

JULY 11, 2024

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have quickly become popular for building Generative AI assistants on custom enterprise data. They avoid the hassles of expensive fine-tuning of Large Language Models (LLMs). One of the key advantages of RAG systems is you can easily integrate your data, augment your LLM’s intelligence, and […] The post A Comprehensive Guide to Building Agentic RAG Systems with LangGraph appeared first on Analytics Vidhya.

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KDnuggets

JULY 11, 2024

Here’s how to ace your data analyst interview and land your first job.

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Data Analyst 275

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

Analytics Vidhya

JULY 11, 2024

Introduction Imagine you’re the gatekeeper of a society where every resident and visitor must follow certain rules to maintain peace and order. In the world of databases, these rules are known as integrity constraints. Just as a society thrives when everyone abides by its laws, a database remains accurate and consistent when its data adheres […] The post What are Integrity Constraints in SQL?

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insideBIGDATA

JULY 11, 2024

Alluxio, the developer of the open-source data platform, announced the immediate availability of the latest enhancements in Alluxio Enterprise AI. Version 3.2 showcases the platform's capability to utilize GPU resources universally, improvements in I/O performance, and competitive end-to-end performance with HPC storage.

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insideBIGDATA

JULY 11, 2024

Thomson Reuters (TSX/NYSE: TRI), a global content and technology company, released its 2024 Future of Professionals report, an annual survey of more than 2,200 professionals working across legal, tax, and risk & compliance fields globally.

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Analytics Vidhya

JULY 11, 2024

Introduction Envision organizing a disorganized garage into a well-lit area where everything is readily available and arranged appropriately. Within the domain of databases, this procedure is referred to as normalization. A database functions better when its data is well structured and clutter-free, just like your garage does when it is kept tidy. Are you eager […] The post How to Implement Normalization with SQL?

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KDnuggets

JULY 11, 2024

Let's explore how you can harness BigQuery's capabilities and dive into industry use cases where anomaly detection is making a real difference.

Data Science 185

Data Science 185

Analytics Vidhya

JULY 11, 2024

In our latest episode of the Leading with data, we are thrilled to host Ines Montani, a renowned developer in the field of AI and NLP technology. As the co-founder and CEO of Explosion, and a co-developer of the leading open-source library spaCy and the innovative annotation tool Prodigy, Ines brings a wealth of knowledge […] The post Insights on spaCy, Prodigy and Generative AI by Ines Montani appeared first on Analytics Vidhya.

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AI AI Analytics Analytics 220

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Dataconomy

JULY 11, 2024

The mass integration of telepractice has caused huge changes across the entire healthcare sector, with the integration of new technological advancements opening the door to novel delivery methods that improve patient access to care and overall outcomes. Telepractice, also known as teletherapy or telehealth, involves delivering speech-language therapy services via digital platforms which allows therapists to reach clients who might not have the means or ability to receive face-to-face therapy.

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Hacker News

JULY 11, 2024

Open-source AI is in jeopardy. As community interest in AI models skyrocketed over the past year, we noticed that development of new open-source foundational models came to a halt. Some even boldly announced that open-source AI is dead. Not so fast!

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AI AI 182

AWS Machine Learning Blog

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language.

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Hacker News

JULY 11, 2024

The US actress was also known for films including Annie Hall and Nashville.

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

AWS Machine Learning Blog

JULY 11, 2024

Retrieval Augmented Generation (RAG) is a popular paradigm that provides additional knowledge to large language models (LLMs) from an external source of data that wasn’t present in their training corpus. RAG provides additional knowledge to the LLM through its input prompt space and its architecture typically consists of the following components: Indexing : Prepare a corpus of unstructured text, parse and chunk it, and then, embed each chunk and store it in a vector database.

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Hacker News

JULY 11, 2024

Researchers analysed thousands of laboratory-made plasmids and discovered that nearly half of them had defects, raising questions of experimental reproducibility. Researchers analysed thousands of laboratory-made plasmids and discovered that nearly half of them had defects, raising questions of experimental reproducibility.

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Machine Learning Research at Apple

JULY 11, 2024

In recent years, the evolution of end-to-end (E2E) automatic speech recognition (ASR) models has been remarkable, largely due to advances in deep learning architectures like transformer. On top of E2E systems, researchers have achieved substantial accuracy improvement by rescoring E2E model’s N-best hypotheses with a phoneme-based model. This raises an interesting question about where the improvements come from other than the system combination effect.

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Hacker News

JULY 11, 2024

Binance Scales its Log Service to 100PB and Saves Millions with Quickwit

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Machine Learning Research at Apple

JULY 11, 2024

Consider a multi-class labelling problem, where the labels can take values in [k], and a predictor predicts a distribution over the labels. In this work, we study the following foundational question: Are there notions of multi-class calibration that give strong guarantees of meaningful predictions and can be achieved in time and sample complexities polynomial in k?

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Hacker News

JULY 11, 2024

In 2019, a startup called Nuvia came out of stealth mode. Nuvia was notable because its leadership included several notable chip architects, including one who used to work for Apple. Apple chips like the M1 drew recognition for landing in the same performance neighborhood as AMD and Intel's offerings while offering better power efficiency.

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Machine Learning Research at Apple

JULY 11, 2024

Self-attention and masked self-attention are at the heart of Transformers' outstanding success. Still, our mathematical understanding of attention, in particular of its Lipschitz properties — which are key when it comes to analyzing robustness and expressive power — is incomplete. We provide a detailed study of the Lipschitz constant of self-attention in several practical scenarios, discussing the impact of the sequence length and layer normalization on the local Lipschitz constant of both unmas

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Hacker News

JULY 11, 2024

The new bill is the latest in a wave of AI-related legislation.

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AI AI 181

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Machine Learning Research at Apple

JULY 11, 2024

Despite the successes of large language models (LLMs), they exhibit significant drawbacks, particularly when processing long contexts. Their inference cost scales quadratically with respect to sequence length, making it expensive for deployment in some real-world text processing applications, such as retrieval-augmented generation (RAG). Additionally, LLMs also exhibit the "distraction phenomenon," where irrelevant context in the prompt degrades output quality.

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Hacker News

JULY 11, 2024

Why do we keep building visual programming environments? Why do we never use them? What should we do instead?

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Machine Learning Research at Apple

JULY 11, 2024

Beyond minimizing a single training loss, many deep learning estimation pipelines rely on an auxiliary objective to quantify and encourage desirable properties of the model (e.g. performance on another dataset, robustness, agreement with a prior). Although the simplest approach to incorporating an auxiliary loss is to sum it with the training loss as a regularizer, recent works have shown that one can improve performance by blending the gradients beyond a simple sum; this is known as gradient su

Deep Learning 130

Deep Learning Deep Learning 130

Hacker News

JULY 11, 2024

Anyone in the U.S. who wanted a $3,500 Vision Pro may already have one. The only hope for increased sales is a rumored cheaper model in 2025.

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Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

AWS Machine Learning Blog

JULY 11, 2024

Large language models have become indispensable in generating intelligent and nuanced responses across a wide variety of business use cases. However, enterprises often have unique data and use cases that require customizing large language models beyond their out-of-the-box capabilities. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon th

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Hacker News

JULY 11, 2024

From a trash-filled Earth to the futuristic Axiom and back again, WALL·E is a finely crafted balance between consumerist dystopia and sixties space-race optimism. Please join me, then, for a detailed dive into the uniquely robotic future of a remarkably human film, as seen through the eyes of its eponymous hero, WALL·E.

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AWS Machine Learning Blog

JULY 11, 2024

Amazon SageMaker Studio provides a comprehensive suite of fully managed integrated development environments (IDEs) for machine learning (ML), including JupyterLab , Code Editor (based on Code-OSS), and RStudio. It supports all stages of ML development—from data preparation to deployment, and allows you to launch a preconfigured JupyterLab IDE for efficient coding within seconds.

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Hacker News

JULY 11, 2024

Let's look at the numbers behind Xata's free tier. How much does a database cost us and why are we offering them for free.

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Database 177

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.