Sat.Jun 22, 2024 - Fri.Jun 28, 2024

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Announcing the General Availability of Databricks Assistant and AI-Generated Comments

databricks

Today, we are thrilled to announce the general availability of Databricks Assistant and AI-Generated Comments on all cloud platforms. Our mission at.

AI 357
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Similarity and Dissimilarity Measures in Data Science

Analytics Vidhya

Introduction Data Science deals with finding patterns in a large collection of data. For that, we need to compare, sort, and cluster various data points within the unstructured data. Similarity and dissimilarity measures are crucial in data science, to compare and quantify how similar the data points are. In this article, we will explore the […] The post Similarity and Dissimilarity Measures in Data Science appeared first on Analytics Vidhya.

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7 Modern SQL Database you Must Know in 2024

KDnuggets

Explore the world of modern databases that are fast, secure, and cost-efficient, designed to tackle large-scale and diverse data challenges.

Database 341
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The Ultimate Beginner’s Guide to Docker

Machine Learning Mastery

Today’s digital landscape has never been so diverse. Every individual and company selects their preferred tools and operating systems, creating a diverse technological system. However, this diversity often leads to compatibility issues, making it hard to ensure application performance across different environments. This is where Docker plays a key role as an indispensable tool for […] The post The Ultimate Beginner’s Guide to Docker appeared first on MachineLearningMastery.com.

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The 2nd Generation of Innovation Management: A Survival Guide

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?

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Accelerating discovery on Unity Catalog with a revamped Catalog Explorer

databricks

We’re excited to introduce a revamped Catalog Explorer to streamline your day to day interactions, now live across your Unity Catalog-enabled workspaces. The.

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Automating Web Search Using LangChain and Google Search APIs

Analytics Vidhya

Introduction Artificial intelligence is expanding in the modern world because to a multitude of studies and inventions in the field from various startups and organizations. Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

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5 Effective Ways to Handle Imbalanced Data in Machine Learning

Machine Learning Mastery

Introduction Here’s a something that new machine learning practitioners figure out almost immediately: not all datasets are created equal. It may now seem obvious to you, but had you considered this before undertaking machine learning projects on a real world dataset? As an example of a single class vastly outnumbering the rest, take for instance […] The post 5 Effective Ways to Handle Imbalanced Data in Machine Learning appeared first on MachineLearningMastery.com.

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Data + AI Summit 2024: An Executive Summary for Data Leaders

databricks

The recent Data + AI Summit 2024 was our biggest ever. Over 16,000 of our top customers, prospects, and partners attended in person.

AI 325
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Everything About CVPR 2024 – The Biggest Computer Vision Conference of the Year

Analytics Vidhya

Introduction The Conference on Computer Vision and Pattern Recognition (CVPR) is undeniably the leading annual event in its field. As expected, CVPR 2024, held from June 17th to 21st at the Seattle Convention Center, USA, proved to be a resounding success. This year’s conference witnessed a record-breaking number of submissions – a staggering 11,532, reflecting […] The post Everything About CVPR 2024 – The Biggest Computer Vision Conference of the Year appeared first on Analyti

Analytics 326
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5 Tips to Step Up Your Data Science Game Right Away

KDnuggets

This article intends to provide practical advice for becoming a better data scientist by focusing on five different areas of proficiency. Whether you are starting out, or looking to get grounded after years as a practitioner, jump in and elevate your game.

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Apache Airflow® Best Practices: DAG Writing

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!

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Tips for Choosing the Right Machine Learning Model for Your Data

Machine Learning Mastery

Introduction Choosing the right machine learning model for your data is of major importance in any data science project. The model you select will have a significant impact on the insights you derive from your data, and ultimately determine the usefulness of a project. In this article, we aim to provide practical tips to help […] The post Tips for Choosing the Right Machine Learning Model for Your Data appeared first on MachineLearningMastery.com.

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DLT pipeline development made simple with notebooks

databricks

We’re just a couple weeks removed from the biggest Data + AI Summit in history, where we introduced Databricks LakeFlow , a unified.

AI 325
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How to Make Stunning Radar Charts in plotly?

Analytics Vidhya

Introduction Radar charts, also referred to as spider plots or star plots, offer a distinctive method for visualizing multivariate data. Unlike traditional cartesian charts, which arrange axes linearly, radar charts position axes radially around a central point. This circular arrangement facilitates the comparison of multiple quantitative variables simultaneously across different categories or dimensions, making radar […] The post How to Make Stunning Radar Charts in plotly?

Analytics 319
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Understanding and Implementing Genetic Algorithms in Python

KDnuggets

Understanding what genetic algorithms are and how they can be implemented in Python.

Algorithm 324
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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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The Rise of Streaming Data and Its Cost Efficiency – How Did We Get Here?

insideBIGDATA

In this contributed article, Sijie Guo, Founder and CEO of Streamnative, believes that with remote work entrenched in the post-pandemic enterprise, organizations are restructuring their technology stack and software strategy for a new, distributed workforce. Real-time data streaming has emerged as a necessary and cost efficient way for enterprises to scale in an agile way.

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Transforming Regulatory Data Management and Risk Analytics - The Power of Data Intelligence Platform

databricks

Introduction Financial institutions face a demanding environment with complex regulatory examinations and a pressing need for flexible and comprehensive risk management solutions. The.

Analytics 246
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Exploring Microsoft’s UDOP: Integrated DocumentAI

Analytics Vidhya

Introduction Microsoft Research has introduced a groundbreaking Document AI model called Universal Document Processing (UDOP), which represents a significant leap in AI capabilities. UDOP integrates text, image, and layout analysis in a single framework, enabling the understanding and generation of documents with unprecedented accuracy and efficiency.

Analytics 319
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Why You Should Learn SQL in 2024

KDnuggets

Learning SQL in 2024 is essential as it remains the most in-demand skill for data professionals, enabling efficient management and analysis of large datasets.

SQL 316
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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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Stable Diffusion Project: Commercial Poster

Machine Learning Mastery

Stable Diffusion has taken the AI art world by storm, empowering users to generate stunning and imaginative visuals with just a few text prompts. This opens exciting possibilities for creatives, including crafting impactful commercial posters. In this post, we’ll delve into using Stable Diffusion to design a compelling poster for a product. After finishing this […] The post Stable Diffusion Project: Commercial Poster appeared first on MachineLearningMastery.com.

AI 239
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Automating Radiology Workflow with Large Language Models on Databricks

databricks

Radiology is an important component of diagnosing and treating disease through medical imaging procedures such as X-rays, computed tomography (CT), magnetic resonance imaging.

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How to Build a LangChain Chatbot with Memory?

Analytics Vidhya

Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Our chatbot will have the following key features: By the end of this article, you’ll have […] The post How to Build a LangChain Chatbot with Memory?

Analytics 318
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Building Your First ETL Pipeline with Bash

KDnuggets

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

ETL 299
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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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Productized AI Models Drive ‘En Masse’ Intelligence

Adrian Bridgwater for Forbes

When any good or service evolves to a point where it can be productized and boxed, it denotes a certain solidity and branded consumability—and this is true for AI.

AI 222
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Bain AI Survey Results Show Enthusiasm for GenAI but is Vision AI the Next Boom?

insideBIGDATA

Bain & Company released their AI Survey results illustrating that businesses are investing heavily in generative AI, with 87% of surveyed companies working with gen AI in some capacity. Business leaders are eager to see results, however, the real value comes from how AI changes what businesses can do.

AI 221
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Revolutionizing Creative Sketch Generation with DCGAN

Analytics Vidhya

Introduction The domain of artificial intelligence has witnessed significant growth and expansion into creative sectors like sketching and doodling. In sketching, conventional AI approaches have mainly concentrated on imitating ordinary and real-life sketches. Still, recent developments in Generative Adversarial Networks (GANs) present an innovative perspective towards creative sketch production.

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How To Speed Up Python Code with Caching

KDnuggets

This tutorial will teach you how to make Python function calls faster using cache decorators: functools.cache and functools.lru_cache.

Python 296
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Major cyber attack by BlackSuit ransomware disables CDK Global’s operations

Dataconomy

In a recent cyber attack update, CDK Global has been hit hard by the BlackSuit ransomware gang, causing a significant IT outage that has disrupted operations for car dealerships across North America. Multiple sources, who requested anonymity, have confirmed the involvement of the ransomware group. Cyber attack update: CDK is hit by BlackSuit ransomware gang Bloomberg reported that CDK Global is currently negotiating with the BlackSuit ransomware gang to secure a decryptor and ensure that no stol

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The Transformative Role of AI in the Healthcare Industry

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, discusses how the integration of AI into healthcare systems promises to enhance patient care, streamline clinical operations, and foster innovative research, marking a significant shift in how medical services are delivered and experienced.

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Efficient LLM Workflows with LangChain Expression Language

Analytics Vidhya

Introduction The advancements in LLM world is growing fast and the next chapter in AI application development is here. LangChain Expression Language (LCEL) isn’t just an upgrade—it’s a game-changer. Initially known for proof-of-concepts, LangChain has rapidly evolved into a powerhouse Python library for LLM interactions. With the introduction of LCEL in August 2023, it’s now […] The post Efficient LLM Workflows with LangChain Expression Language appeared first on Analytic

Python 318
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LLM Portfolio Projects Ideas to Wow Employers

KDnuggets

Build interesting AI projects using LangChain, VectorDB, FastAPI, OpenAI API, Zyte, Ollama, and Hugging Face.

AI 281
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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.