Tue.Feb 27, 2024

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NEW RESEARCH: Growing Database Complexity Will Fuel Significant Skills Gaps in 2024

insideBIGDATA

Increasing complexity, the rapid adoption of emerging technologies and a growing skills gap are the biggest concerns facing IT leaders in 2024, according to The State of the Database Landscape,a major new survey from end-to-end Database DevOps provider Redgate.

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Mistral AI’s Large Model: A Formidable Challenger to GPT-4

Data Science Dojo

In the dynamic world of artificial intelligence, strides in innovation are commonplace. At the forefront of these developments is Mistral AI , a European company emerging as a strong contender in the Large Language Models (LLM) arena with its latest offering: Mistral Large. With capabilities meant to rival industry giants, Mistral AI is poised to leave a significant imprint on the tech landscape.

AI 369
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How to Use Gemma LLM?

Analytics Vidhya

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation. LLMs have even shown promise in more specialized domains, like healthcare, finance, and law.

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Performance Improvements for Stateful Pipelines in Apache Spark Structured Streaming

databricks

Introduction Apache Spark™ Structured Streaming is a popular open-source stream processing platform that provides scalability and fault tolerance, built on top of the S.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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Microsoft Invests in Mistral AI to Launch GPT-4 Rival

Analytics Vidhya

In a significant move within the AI industry, Microsoft has forged a strategic partnership with Mistral AI, to revolutionize generative artificial intelligence. The first outcome of their partnership is Mistral Large, a language model proven to be as good as OpenAI’s GPT-4. This partnership signals a paradigm shift in the landscape of AI innovation.

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Free Data Analyst Bootcamp for Beginners

KDnuggets

Want to become a data analyst? This free beginner-friendly data analyst bootcamp is all you need.

More Trending

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Fine-Grained Human Feedback

databricks

In this blog post, we discuss Fine-Grained RLHF, a framework that enables training and learning from reward functions that are fine-grained in two.

AI 214
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Samsung Introduces Galaxy Ring: A Smart Wellness Companion

Analytics Vidhya

Samsung wows attendees at the Mobile World Congress (MWC) 2024 in Barcelona with the unveiling of its latest innovation, the Galaxy Ring. This smart ring promises to revolutionize the wearable tech market by offering users a seamless and intuitive way to monitor their health and wellness. Also Read: Old Samsung Devices to get Galaxy AI […] The post Samsung Introduces Galaxy Ring: A Smart Wellness Companion appeared first on Analytics Vidhya.

Analytics 287
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Spotting the Exception: Classical Methods for Outlier Detection in Data Science

Machine Learning Mastery

Outliers are unique in that they often don’t play by the rules. These data points, which significantly differ from the rest, can skew your analyses and make your predictive models less accurate. Although detecting outliers is critical, there is no universally agreed-upon method for doing so. While some advanced techniques like machine learning offer solutions, […] The post Spotting the Exception: Classical Methods for Outlier Detection in Data Science appeared first on MachineLearnin

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Understanding Metaprogramming with Metaclasses in Python

Analytics Vidhya

Introduction Metaprogramming is a fascinating aspect of software development, allowing developers to write programs that manipulate code itself, altering or generating code dynamically. This powerful technique opens up a world of possibilities for automation, code generation, and runtime modifications. In Python, metaprogramming with metaclasses is not just a feature but an integral part of the […] The post Understanding Metaprogramming with Metaclasses in Python appeared first on Analytic

Python 282
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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Data analytics and web experience: Extracting insights for informed decision-making

Dataconomy

The use of large-scale data is revolutionizing the way companies work across industries. This is particularly true for web experience optimization. Companies no longer have to guess at their sales trends, user engagement, customer preferences, or other indicators. With the use of data, companies can examine all manner of factors that go into their company decision making and come out with much more accurate results.

Analytics 195
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7 Tools to Create Engaging Presentations

Analytics Vidhya

Introduction Visual presentations are indispensable for effective communication. Whether you’re a student, professional, or entrepreneur, mastering the art of crafting engaging and informative presentations is vital. This article will explore seven tools to help you create stunning presentations that will captivate your audience and effectively convey your message.

Analytics 277
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The Unconscious Patient Problem: A Look at the Importance Of Entity Resolution in Healthcare and Life Sciences

databricks

This blog was written in collaboration with Tim Sedlak, Senior Solutions Architect at Stardog In healthcare and life sciences, accuracy is everything. That's.

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30+ MCQs on Python Exception Handling

Analytics Vidhya

Welcome to the Python Exception Handling MCQs! Exception handling is a crucial aspect of programming that allows you to gracefully handle errors and unexpected situations in your code. In Python, exceptions are raised when an error occurs during program execution, and they can be caught and handled using try-except blocks. These questions will test your […] The post 30+ MCQs on Python Exception Handling appeared first on Analytics Vidhya.

Python 278
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The Cloud Development Environment Adoption Report

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.

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Can Le Chat Mistral be the ChatGPT killer?

Dataconomy

Mistral AI has introduced something special: Le Chat Mistral AI. This clever chatbot, born in the heart of Paris, is more than just software—it wants to be your new friend in conversation. Using smart technology like natural language processing (NLP) and machine learning, it can chat with you just like a real person would. Yes, exactly like ChatGPT.

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PowerPoint Presentations Made East With GAMMA

Analytics Vidhya

Introduction PowerPoint has long been the reigning champion in creating presentations for clients or other important meetings. However, with the rise of AI-powered tools, a new contender has emerged: GAMMA. It is a web-based presentation builder that utilizes AI to help you create compelling and visually engaging presentations in minutes. You no longer need to […] The post PowerPoint Presentations Made East With GAMMA appeared first on Analytics Vidhya.

Analytics 277
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US Used AI to Help Find Middle East Targets for Airstrikes

Hacker News

The US used artificial intelligence to identify targets hit by air strikes in the Middle East this month, a defense official said, revealing growing military use of the technology for combat.

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How to Build a GPT Tokenizer?

Analytics Vidhya

Introduction Tokenization is the bedrock of large language models (LLMs) such as GPT tokenizer, serving as the fundamental process of transforming unstructured text into organized data by segmenting it into smaller units known as tokens. In this in-depth examination, we meticulously explore the critical role of tokenization in LLMs, highlighting its essential contribution to language […] The post How to Build a GPT Tokenizer?

Analytics 274
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Marketing Operations in 2025: A New Framework for Success

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.

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Apple cancels work on electric car, shifts team to generative AI

Hacker News

Apple Inc. is canceling a decadelong effort to build an electric car, according to people with knowledge of the matter, abandoning one of the most ambitious projects in the history of the company.

AI 182
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The Complete Guide to User-Defined Exceptions in Python

Analytics Vidhya

Introduction Exception handling stands as a pivotal skill in programming, allowing adept maneuvering through errors and unforeseen circumstances with grace. Python, equipped with an array of built-in exceptions, acknowledges scenarios where developers might find it necessary to tailor exceptions to their unique needs. This article delves into the realm of user-defined exceptions in Python, elucidating […] The post The Complete Guide to User-Defined Exceptions in Python appeared first on An

Python 267
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Google Is Paying Publishers to Test an Unreleased Gen AI Platform

Hacker News

Google launched a private program for a handful of independent publishers last month, providing the news organizations with beta access to an unreleased generative artificial intelligence platform in exchange for receiving analytics and feedback, according to documents seen by ADWEEK. As part of the agreement, the publishers are expected to use the suite of tools.

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Understanding Abstraction in Python: Simplifying Complex Concepts

Analytics Vidhya

Introduction Abstraction is a fundamental concept in Python programming that allows us to simplify complex concepts and focus on the essential details. It involves hiding unnecessary details and exposing only the relevant information to the users. In this article, we will explore what an abstract class is, how abstraction in Python works, and what benefits […] The post Understanding Abstraction in Python: Simplifying Complex Concepts appeared first on Analytics Vidhya.

Python 266
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Introducing CDEs to Your Enterprise

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.

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How a Solar Revolution in Farming Is Depleting World’s Groundwater

Hacker News

Farmers in hot, arid regions are turning to low-cost solar pumps to irrigate their fields, eliminating the need for expensive fossil fuels and boosting crop production. But by allowing them to pump throughout the day, the new technology is drying up aquifers around the globe.

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How to Plot Heatmaps in Seaborn?

Analytics Vidhya

Introduction Within the domain of data visualization, heatmaps distinguish themselves for their adeptness in portraying intricate data sets in a visually intuitive manner. Seaborn, a Python library constructed on top of Matplotlib, presents a sophisticated interface for crafting visually appealing and informative statistical graphics, heatmaps included.

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Testcontainers

Hacker News

Testcontainers is an opensource framework for providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.

Database 181
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30+ MCQs on Python Regular Expression

Analytics Vidhya

Welcome to the Python Regular Expression MCQs! Regular expressions, often abbreviated as “regex,” are powerful tools for pattern matching and searching in strings. In Python, the re module provides support for regular expressions, allowing you to search, match, and manipulate text based on specific patterns. These questions will test your understanding of various aspects of […] The post 30+ MCQs on Python Regular Expression appeared first on Analytics Vidhya.

Python 264
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

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European summer weather linked to North Atlantic freshwater anomalies

Hacker News

Abstract. Amplified Arctic ice loss in recent decades has been linked to the increased occurrence of extreme mid-latitude weather. The underlying mechanisms remain elusive, however. One potential link occurs through the ocean as the loss of sea ice and glacial ice leads to increased freshwater fluxes into the ocean. Thus, in this study, we examine the link between North Atlantic freshwater anomalies and European summer weather.

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10 Advanced Plots for Effective Data Visualization with Matplotlib

Analytics Vidhya

Introduction Matplotlib is a fundamental Python library, empowers you to create various visualizations to explore and communicate your data effectively. While basic plots like bar charts and scatter plots are essential, delving into advanced visualizations can unlock deeper insights and enhance your storytelling. Here are the top 10 advanced plots you can create with Matplotlib!

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I turned my open-source project into a full-time business

Hacker News

When I started writing and publishing open-source software about 15 years ago, I was pretty radical about it. I only used permissive licenses like MIT or BSD, as all I cared about was reach. Using a copyleft license with strings attached seemed to hinder that reach.

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How to Enhance RAG Performance with CRAG?

Analytics Vidhya

Introduction In this article we will learn to enhance RAG performance with CRAG. The word RAG has been floating around for a while and for all the good reasons. Large language models made it possible to build solutions for problems that were difficult before. Question and Answering over large amounts of data was one such […] The post How to Enhance RAG Performance with CRAG?

Analytics 232
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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.