Analytics Vidhya

OCTOBER 1, 2024

Introduction Retrieval-Augmented Generation (RAG) is one of the most exciting recent innovations in artificial intelligence (AI). RAGs combine the power of generative models, like GPT, with a retrieval system that searches for relevant information in real-time. This makes them highly effective tools for various job roles across various industries. Whether you’re a data scientist, a […] The post Top 8 Applications of RAGs in Workplaces appeared first on Analytics Vidhya.

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KDnuggets

SEPTEMBER 30, 2024

Discover the keys for a successful adoption of data governance schemes in your data science projects.

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insideBIGDATA

SEPTEMBER 30, 2024

In this contributed article, Paul Scott-Murphy, chief technology officer at Cirata, discusses key best practices for applying generative AI in today’s enterprises. The key to harnessing the explosion of AI is recognizing the good, bad, and future, letting those influence how and where we securely utilize it. Time invested now in doing this proactively will benefit you and your organization tomorrow.

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Analytics Vidhya

SEPTEMBER 30, 2024

Introduction Generative AI is the big talk of the town these days. Almost every day, we see a new model being released. Having a discussion group where the details of these advancements are discussed can greatly help individuals working in this field. This is why Reddit is so famous for all the GenAI discussions. I […] The post Top 10 Generative AI Subreddits to Follow in 2024 appeared first on Analytics Vidhya.

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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

OCTOBER 1, 2024

Introduction Meta recently launched Llama 3.2, its latest multimodal model. This version offers improved language understanding, provides more accurate answers and generates high-quality text. It can now analyze and interpret images, making it even more versatile in understanding and responding to various input types! Llama 3.2 is a powerful tool that can help you with […] The post 3 Ways to Run Llama 3.2 on Your Device appeared first on Analytics Vidhya.

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Data Science Dojo

OCTOBER 4, 2024

The demand for computer science professionals is experiencing significant growth worldwide. According to the Bureau of Labor Statistics , the outlook for information technology and computer science jobs is projected to grow by 15 percent between 2021 and 2031, a rate much faster than the average for all occupations. This surge is driven by the increasing reliance on technology in various sectors, including healthcare, finance, education, and entertainment, making computer science skills more cri

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Computer Science Computer Science Database Administration Data Scientist 367

KDnuggets

OCTOBER 3, 2024

Learn the data engineering tools for data orchestration, database management, batch processing, ETL (Extract, Transform, Load), data transformation, data visualization, and data streaming.

Data Engineer 364

Data Engineer Data Engineering Data Engineering Data Engineering 364

Analytics Vidhya

SEPTEMBER 30, 2024

Introduction Artificial Intelligence has been cementing its position in workplaces over the past couple of years, with scientists spending heavily on AI research and improving it daily. AI is everywhere, from simple tasks like virtual chatbots to complex tasks like cancer detection. It has even recently replaced several jobs in the industry. This inclusion of […] The post Key Challenges and Limitations in AI-Language Models appeared first on Analytics Vidhya.

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databricks

OCTOBER 1, 2024

Many of our customers are shifting from monolithic prompts with general-purpose models to specialized compound AI systems to achieve the quality needed for.

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insideBIGDATA

OCTOBER 1, 2024

Enterprises are increasingly in need of AI infrastructure that is both cost-effective and available for rapid development and deployment. To meet this demand head-on, Intel today launched Xeon 6 processors with Performance-cores (P-cores) and Gaudi 3 AI accelerators, bolstering the company’s commitment to deliver powerful AI systems with optimal performance per watt and lower total cost of ownership.

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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!

KDnuggets

OCTOBER 4, 2024

Have you ever wondered how you can easily create command-line applications in Python? Gather yourself up because that is what I am going to cover today.

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Python 349

Analytics Vidhya

SEPTEMBER 28, 2024

Introduction Suppose you are a scientist or an engineer solving numerous problems – ordinary differential equations, extremal problems, or Fourier analysis. Python is already your favorite type of language given its easy usage in graphics and simple coding ability. But now, these are complex enough tasks, and therefore, one requires a set of powerful tools. […] The post Understanding SciPy Library in Python appeared first on Analytics Vidhya.

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databricks

OCTOBER 2, 2024

Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary.

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insideBIGDATA

SEPTEMBER 28, 2024

HackerOne, a leader in human-powered security, revealed data that found 48% of security professionals believe AI is the most significant security risk to their organization.

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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.

KDnuggets

OCTOBER 3, 2024

Want to create data science resumes that land interview calls and jobs? Avoid these common mistakes.

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Data Science 348

Adrian Bridgwater for Forbes

SEPTEMBER 29, 2024

AWS has transitioned OpenSearch under the Linux Foundation and so led to the creation of the OpenSearch Software Foundation.

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databricks

OCTOBER 2, 2024

We are thrilled to announce that embedding for AI/BI Dashboards is now available. Embedding enables you to seamlessly integrate Databricks AI/BI Dashboards into.

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Analytics Vidhya

SEPTEMBER 30, 2024

Introduction As generative AI continues to advance, discussions about its potential, challenges, and future developments are intensifying. Reddit, a platform recognized for its thorough and candid conversations, has become a popular space for users to exchange insights, critiques, and predictions about this revolutionary technology. In this article, we delve into the top 10 generative AI […] The post Top 10 Reddit Threads on Generative AI appeared first on Analytics Vidhya.

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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

KDnuggets

OCTOBER 2, 2024

Jumping into the technology world doesn’t have to be so daunting.

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Data Science Dojo

SEPTEMBER 30, 2024

Not long ago, writing code meant hours of manual effort—every function and feature painstakingly typed out. Today, things look very different. AI code generator tools are stepping in, offering a new way to approach software development. These tools turn your ideas into functioning code, often with just a few prompts. Whether you’re new to coding or a seasoned pro, AI is changing the game, making development faster, smarter, and more accessible.

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databricks

OCTOBER 1, 2024

The buzz around compound AI systems is real, and for good reason. Compound AI systems combine the best parts of multiple AI models.

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Analytics Vidhya

OCTOBER 1, 2024

Introduction The WHERE clause is an essential component that is used in SQL statements. This option is used for filtering records in order to give out specific data from the database files. Suppose you have a huge list of customers storing their information in your database; you need to search for customers from a specific […] The post Understanding SQL WHERE Clause appeared first on Analytics Vidhya.

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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.

KDnuggets

OCTOBER 1, 2024

Simplicity might be a better solution.

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insideBIGDATA

OCTOBER 2, 2024

Moveworks, a leading generative AI copilot for employee support, announced the launch of Agentic Automation, a first-of-its-kind automation platform designed specifically for building complex agentic AI automations.

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databricks

SEPTEMBER 30, 2024

This blog explores how new technologies such as Databricks Data Intelligence Platform can pave the way for more effective and efficient multi-omics data management.

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Analytics Vidhya

OCTOBER 2, 2024

Introduction Never would have the inventor of email –Ray Tomlinson– thought of how far this piece of tech would reach in the future. Today, email is the prime pillar of corporate and professional communications and is used in innumerable facets of the working world. And this has propelled the creation of a whole set of […] The post Automating Email Sorting and Labelling with CrewAI appeared first on Analytics Vidhya.

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Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

KDnuggets

SEPTEMBER 30, 2024

Learn how to visualize the Hugging Face Transformers model and attention internally.

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insideBIGDATA

OCTOBER 2, 2024

An interdisciplinary team of researchers led by the University of Massachusetts Amherst recently published work in the prestigious journal Science ­­­calling into question the conclusions of a widely reported study — published in Science in 2023 and funded by Meta — finding the social platform’s algorithms successfully filtered out untrustworthy news surrounding the 2020 election and were not major drivers of misinformation.

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databricks

OCTOBER 1, 2024

Introduction Retrieval-augmented generation (RAG) has revolutionized how enterprises harness their unstructured knowledge base using Large Language Models (LLMs), and its potential has far-reaching.

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Analytics Vidhya

SEPTEMBER 28, 2024

Introduction The Time Series Foundation Model, or TimesFM in short, is a pretrained time-series foundation model developed by Google Research for forecasting univariate time-series. As a pretrained foundation model, it simplifies the often complex process of time-series analysis. Google Research says that their time-series foundation model exhibits zero-shot forecasting capabilities that rival the accuracy of […] The post TimesFM for Time-Series Forecasting appeared first on Analytics Vidh

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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.