Sat.Jul 27, 2024 - Fri.Aug 02, 2024

article thumbnail

Transforming AI’s Memory Constraints: The Evolution with CXL Technology

insideBIGDATA

In this contributed article, Jianping (JP) Jiang, VP of Business, Operation and Product at Xconn Technologies, discusses how the integration of CXL technology is a pivotal moment in overcoming the memory barriers faced by AI and HPC applications. By significantly enhancing memory bandwidth, capacity, and interoperability, CXL not only optimizes current workloads but also sets the stage for future advancements.

AI 418
article thumbnail

Multimodality in LLMs: Understanding its Power and Impact

Data Science Dojo

With the increasing role of data in today’s digital world, the multimodality of AI tools has become necessary for modern-day businesses. The multimodal AI market size is expected to experience a 36.2% increase by 2031. Hence, it is an important aspect of the digital world. In this blog, we will explore multimodality within the world of large language models (LLMs) and how it impacts enterprises.

AI 367
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Building Data Science Pipelines Using Pandas

KDnuggets

Learn to build the end-to-end data science pipelines from data ingestion to data visualization using Pandas pipe method.

article thumbnail

Announcing General Availability of Lakehouse Federation

databricks

Today, we are excited to announce that Lakehouse Federation in Unity Catalog is now Generally Available (GA) across AWS, Azure, and GCP! Lakehouse.

Azure 349
article thumbnail

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?

article thumbnail

Top 6 LLMs for Coding

Analytics Vidhya

Introduction Coding is changing fast, and Large language models are a big part of that change. These LLMs help programmers in many ways, from finishing lines of code to finding bugs and even writing whole functions based on simple descriptions. As more companies and organizations invest in this technology, the options available to developers continue […] The post Top 6 LLMs for Coding appeared first on Analytics Vidhya.

Analytics 334
article thumbnail

7 Free Resource to Master LLMs

Machine Learning Mastery

Large Language Models (LLMs) are a hot topic right now, and everyone is getting involved in this new trend. Companies are searching for LLM engineers who can develop and implement AI solutions to optimize their workflow and reduce costs through automation, customer service, recommendations, issue resolution, and debugging. Instead of worrying that AI will take […] The post 7 Free Resource to Master LLMs appeared first on MachineLearningMastery.com.

AI 312

More Trending

article thumbnail

Accelerate Feature Engineering With Photon

databricks

Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running.

article thumbnail

What is CONCAT in SQL?

Analytics Vidhya

Introduction The CONCAT function in Structured Query Language (SQL) connects or concatenates two or more strings into a single string. This feature is crucial for data formatting and modification, which makes it an indispensable tool for database developers and administrators. Furthermore, concatenating strings can be done with the + operator in certain SQL dialects.

SQL 328
article thumbnail

7 Key Terms Every Machine Learning Beginner Should Know

Machine Learning Mastery

If you’re new to machine learning, understanding basic terms is crucial. Knowing key terms can help you understand the basics better. Here are 7 essential terms every beginner should know. These terms will give you a solid foundation to build your machine learning knowledge. 1. Algorithm An algorithm is a set of rules a computer […] The post 7 Key Terms Every Machine Learning Beginner Should Know appeared first on MachineLearningMastery.com.

article thumbnail

7 Steps to Master the Art of Data Storytelling

KDnuggets

Follow this 7 step recipe to mastering effective insight and information dissemination through compelling data story crafting.

article thumbnail

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!

article thumbnail

Ingest data from SQL Server, Salesforce, and Workday with LakeFlow Connect

databricks

We’re excited to announce the Public Preview of LakeFlow Connect for SQL Server, Salesforce, and Workday. These ingestion connectors enable simple and efficient.

SQL 338
article thumbnail

How to Create Engaging Customer Experiences with GenAI?

Analytics Vidhya

Introduction While customers have always preferred brands that prioritize an excellent customer experience, it’s only in recent years that it’s become a standard for every business. Customers are now used to it and expect better experiences. Over 71% want personalized services, and around 60% will abandon a brand that doesn’t provide them with these experiences. […] The post How to Create Engaging Customer Experiences with GenAI?

Analytics 319
article thumbnail

Qualys: Risk Remediation Is ‘Not A Patch’ On The Modern Approach

Adrian Bridgwater for Forbes

This year sees the arrival of Qualys TruRisk Eliminate, a software offering that provides additional innovative remediation methods when patching isn't feasible.

301
301
article thumbnail

How to Perform Memory-Efficient Operations on Large Datasets with Pandas

KDnuggets

Let's learn how to perform memory-efficient operations in pandas with large dataset.

Python 315
article thumbnail

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.

article thumbnail

Lakehouse Monitoring GA: Profiling, Diagnosing, and Enforcing Data Quality with Intelligence

databricks

At Data and AI Summit, we announced the general availability of Databricks Lakehouse Monitoring. Our unified approach to monitoring data and AI.

article thumbnail

Course Launched by ISRO for Data Analytics

Analytics Vidhya

Introduction ISRO has recently started a series of educational programs devoted to providing essential and profound knowledge on data analytical solutions. Among the offered classes, the LiDAR class is quite elaborate, where extant information regarding LiDAR technology and its use in remote sensing is provided. This is a fundamental method of producing accurate maps and […] The post Course Launched by ISRO for Data Analytics appeared first on Analytics Vidhya.

Analytics 318
article thumbnail

The Power of Data-Driven Marketing in 2024: Top Strategies and Benefits

Data Science Dojo

The relentless tide of data preserve—customer behavior, market trends, and hidden insights—all waiting to be harnessed. Yet, some marketers remain blissfully ignorant, their strategies anchored in the past. They ignore the call of data analytics, forsaking efficiency, ROI, and informed decisions. Meanwhile, their rivals ride the data-driven wave, steering toward success.

Analytics 300
article thumbnail

6 ChatGPT Prompts to Enhance your Productivity at Work

KDnuggets

Unlock your potential with these crafted 6 ChatGPT prompts designed to boost your productivity and streamline your operation workflows.

309
309
article thumbnail

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?

article thumbnail

OKR-Centric Delivery Models for Engineering-Focused Enterprises

databricks

Introduction An organization adopting new technologies or on a modernization journey typically focuses on upcoming tools, their features and potential performance/cost improvements under.

297
297
article thumbnail

How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?

Analytics Vidhya

Introduction Understanding the significance of a word in a text is crucial for analyzing and interpreting large volumes of data. This is where the term frequency-inverse document frequency (TF-IDF) technique in Natural Language Processing (NLP) comes into play. By overcoming the limitations of the traditional bag of words approach, TF-IDF enhances text classification and bolsters […] The post How Do You Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer?

article thumbnail

New KNIME Release Helps Enterprises Scale GenAI While Reducing Risk

insideBIGDATA

KNIME, one of the leading open-source data science and AI companies, is announcing a new release to help enterprises securely scale their use of GenAI. The new GenAI features allow organizations to access more AI models, govern which AI models are being used by their data science teams, and ensure no leakage of sensitive data.

article thumbnail

Organize, Search, and Back Up Files with Python’s Pathlib

KDnuggets

This tutorial will teach you how to simplifying your file management tasks, from organization to backup, using Python’s pathlib module.

Python 298
article thumbnail

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.

article thumbnail

Responsible AI with the Databricks Data Intelligence Platform

databricks

The transformative potential of artificial intelligence (AI) is undeniable. From productivity efficiency, to cost savings, and improved decision-making across all industries, AI is.

article thumbnail

Building a Responsive Chatbot with Llama 3.1, Ollama and LangChain

Analytics Vidhya

Introduction In the fast-paced world of AI, crafting a smart, multilingual chatbot is now within reach. Picture a tool that understands and chats in various languages, helps with coding, and generates high-quality data effortlessly. Enter Meta’s Llama 3.1, a powerful language model that’s transforming AI and making it accessible to everyone. By combining Llama 3.1, […] The post Building a Responsive Chatbot with Llama 3.1, Ollama and LangChain appeared first on Analytics Vidhya.

Analytics 309
article thumbnail

Unlocking AI’s Potential: How to Build High-quality Data Foundations

insideBIGDATA

In this contributed article, Chris Round, Senior Product Manager at Lakeside Software, suggests that AI’s critical flaw is that it doesn’t know good data from bad - it just knows data. So your AI is only as good as its underlying foundations.

AI 259
article thumbnail

5 Top Machine Learning Courses You Can Take in 2024

KDnuggets

Forget about going to university and become a machine learning professional with these 5 top certifications.

article thumbnail

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.

article thumbnail

Generative AI for Capital Markets

databricks

Financial Valuations & Comparative Analysis Financial institutions specialized in capital markets such as hedge funds, market makers and pension funds have long been.

AI 259
article thumbnail

How to Freeze Panes in Excel?

Analytics Vidhya

Introduction Microsoft Excel is among the best programs for organizing and evaluating data. One of its most important features is the capacity to freeze panes. This function allows you to select certain rows or columns to keep visible while browsing the rest of your spreadsheet, making data monitoring and comparison easier. This post will look […] The post How to Freeze Panes in Excel?

Analytics 306
article thumbnail

New Flexential Survey Unveils AI Infrastructure Challenges and Investment Priorities

insideBIGDATA

Flexential, a leading provider of secure and flexible data center solutions, released its 2024 State of AI Infrastructure Report, a new survey on AI infrastructure investments and challenges. As organizations across nearly all industries plan ambitious roadmaps for AI adoption, Flexential's report highlights crucial areas where IT leaders must evolve their current infrastructure to meet the growing demand of high-density AI workloads and latency-sensitive AI applications.

AI 243
article thumbnail

5 Free Online Courses to Learn Data Engineering Fundamentals

KDnuggets

Kickstart a new career in one of the most popular tech careers where you can earn a 6 figure salary.

article thumbnail

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.