Mon.Apr 15, 2024

article thumbnail

Secure and Scalable Enterprise AI: TitanML & the Dataiku LLM Mesh

Dataiku

This article was written by our friends at TitanML. TitanML’s Takeoff powers secure, scalable Generative AI solutions for text, image, and audio applications for leading enterprises, enabling rapid deployment from demo to production.

article thumbnail

ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings

Analytics Vidhya

Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.

Modeling 349
Insiders

Sign Up for our Newsletter

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

article thumbnail

5 Free Courses to Master Math for Data Science

KDnuggets

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

article thumbnail

Understanding Overfitting in ConvNets

Analytics Vidhya

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets appeared first on Analytics Vidhya.

article thumbnail

Going Beyond Chatbots: Connecting AI to Your Tools, Systems, & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

article thumbnail

Geospatial Data Analysis with Geemap

KDnuggets

A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.

article thumbnail

Gemini 1.5 Pro Goes Global with Powerful New Features

Analytics Vidhya

Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh

More Trending

article thumbnail

Intel’s Gaudi 3: Setting New Standards with 40% Faster AI Acceleration than Nvidia H100

Analytics Vidhya

Introduction In an era where artificial intelligence (AI) shapes how we live, work, and play, the engines driving these sophisticated systems are becoming ever more crucial. These engines, known as AI accelerators, have rapidly evolved, transitioning from niche components to central figures in the computing landscape. They now power everything from chatbots and virtual assistants […] The post Intel’s Gaudi 3: Setting New Standards with 40% Faster AI Acceleration than Nvidia H100 appe

Analytics 328
article thumbnail

The Role of Data Structures and Algorithms in Software Development

Smart Data Collective

Explore how data structures and algorithms power software development. Learn key concepts and best practices for efficient coding.

Software 116
article thumbnail

5 MIND-BLOWING AI Tools that Feel Illegal to Know

Analytics Vidhya

Introduction In today’s rapidly evolving digital landscape, it’s almost impossible not to have come across groundbreaking tools that have significantly changed how we approach tasks and solve problems. From ChatGPT, which helps in copywriting, data analysis, and summarizing complex research papers, to Midjourney for generating high-definition images with a single prompt, and GitHub Copilot for […] The post 5 MIND-BLOWING AI Tools that Feel Illegal to Know appeared first on Anal

Analytics 326
article thumbnail

Data-Driven Workers’ Compensation Claims Management

Smart Data Collective

More insurers are using data analytics to streamline the process for worker's compensation claimants.

article thumbnail

Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

article thumbnail

Elon Musk’s xAI Launches Preview of Grok-1.5V Multimodal Model

Analytics Vidhya

Elon Musk’s xAI recently showcased a preview of its multimodal AI model Grok-1.5V, which looks quite promising. This innovative new AI model bridges the gap between textual and visual understanding, marking a significant milestone in artificial intelligence (AI). Also Read: OpenAI and Meta Set to Launch New AI Models with Reasoning Capabilities Grok-1.5V: Redefining Multimodal […] The post Elon Musk’s xAI Launches Preview of Grok-1.5V Multimodal Model appeared first on Analytic

Modeling 319
article thumbnail

From AI to Empathic Leadership: Your Journey at FutureIT Toronto 2024 Begins Here

CIO Business Intelligence

Why attend FutureIT Toronto ? Because it’s more than just a conference; it’s an experience that will challenge, inspire, and empower you to chart your course in the digital age. On April 23, 2024, CIO + IDC host FutureIT Toronto. Take a journey through the realms of cloud technology, artificial intelligence, cybersecurity, and tech leadership and join in for a day filled with insightful discussions, meaningful connections, and unforgettable insights that will help shape the future of your busin

article thumbnail

Let the Prompt Battle Begin #6

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop your prompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give […] The post Let the Prompt Battle Begin #6 appeared first on Analytics Vidhya.

Analytics 317
article thumbnail

H&R Block answers tax questions using gen AI

CIO Business Intelligence

Tax preparation company H&R Block is no stranger to AI and machine learning (ML), having leveraged the technologies across its business for years. But now it’s diving headfirst into gen AI as it sees the potential to transform nearly every aspect of its business, from customer-facing applications to internal functions like engineering, marketing, and legal.

Testing 102
article thumbnail

State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

article thumbnail

Mastering Graph Neural Networks From Graphs to Insights

Analytics Vidhya

Introduction Mastering Graph Neural Networks is an important tool for processing and learning from graph-structured data. This creative method has transformed a number of fields, including drug development, recommendation systems, social network analysis, and more. Before diving into the fundamentals and GNN implementation, it’s essential to understand the fundamental concepts of graphs, including nodes, vertices, […] The post Mastering Graph Neural Networks From Graphs to Insights a

article thumbnail

Maximize the power of your lines of defense against cyber-attacks with IBM Storage FlashSystem and IBM Storage Defender

IBM Big Data Hub

Today, cybercrime is good business. It exists because the profits are high while the risks are low. Far from stopping, cybercrime is constantly increasing. In 2023, the FBI received a record number of 880,418 complaints with potential losses exceeding USD 12.5 billion. This is a nearly 10% increase in complaints and 22% increase in losses compared to 2022.

article thumbnail

Enhancing Ship Classification with CNNs and Transfer Learning

Analytics Vidhya

Introduction Welcome to an in-depth exploration of ship classification using Convolutional Neural Networks (CNNs) with the Analytics Vidhya hackathon dataset. CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images. In this project, we dive into understanding the power of CNNs to classify ships based on their visual […] The post Enhancing Ship Classification with CNNs and Transfer Learning appeared first on Analytics Vidhya.

article thumbnail

4 ways generative AI addresses manufacturing challenges

IBM Big Data Hub

The manufacturing industry is in an unenviable position. Facing a constant onslaught of cost pressures, supply chain volatility and disruptive technologies like 3D printing and IoT. The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. At the same time, there is this huge sustainability and energy transition wave.

article thumbnail

How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

article thumbnail

Level Up with DataCamp’s New Azure Certification

KDnuggets

Enhance your data profession by learning Azure, a high-demand skill and expertise.

79
article thumbnail

Building the human firewall: Navigating behavioral change in security awareness and culture

IBM Big Data Hub

The latest findings of the IBM X-Force® Threat Intelligence Index report highlight a shift in the tactics of attackers. Rather than using traditional hacking methods, there has been a significant 71% surge in attacks where criminals are exploiting valid credentials to infiltrate systems. Info stealers have seen a staggering 266% increase in their utilization, emphasizing their role in acquiring these credentials.

Metrics 86
article thumbnail

Digital Operational Excellence in Practice

CONTACT Software

Operational Excellence is the ability of a company to continuously improve its value chain in terms of efficiency and effectiveness. It is the ultimate discipline in the manufacturing industry. Companies face constant pressure to optimize their manufacturing processes and increase productivity.

article thumbnail

Data virtualization unifies data for seamless AI and analytics

IBM Big Data Hub

Data integration stands as a critical first step in constructing any artificial intelligence (AI) application. While various methods exist for starting this process, organizations accelerate the application development and deployment process through data virtualization. Data virtualization empowers businesses to unlock the hidden potential of their data, delivering real-time AI insights for cutting-edge applications like predictive maintenance, fraud detection and demand forecasting.

article thumbnail

The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

article thumbnail

Overcome Labor Shortages With Streamlined Disclosure Reporting

Jet Global

Today’s finance teams are under more pressure than ever before. Finance is responsible not only for comprehensive financial and operational reporting, but also for accurate data analytics and precise accounting. Unfortunately, a shortage of qualified talent means that finance teams are struggling to fulfill this role in a timely manner. More than 40% of finance leaders report that skills shortages are a major challenge to their productivity and efficiency.