Analytics Vidhya

APRIL 15, 2024

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 257

Modeling Analytics IT 257

KDnuggets

APRIL 15, 2024

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

Data Science 133

Data Science Statistics 133

IBM Big Data Hub

APRIL 15, 2024

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 79

Metrics Measurement Risk Data Processing 79

CIO Business Intelligence

APRIL 15, 2024

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

Data Processing 58

Data Processing Consulting Sales Technology 58

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Testing

Analytics Vidhya

APRIL 15, 2024

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 237

Modeling Visualization Analytics IT 237

KDnuggets

APRIL 15, 2024

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

Interactive 77

Interactive Data Science 77

Dataiku

APRIL 15, 2024

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.

Enterprise 52

Enterprise 52

Analytics Vidhya

APRIL 15, 2024

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 231

Analytics 231

CONTACT Software

APRIL 15, 2024

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.

Manufacturing 52

Manufacturing Optimization Digital Transformation IT 52

Smart Data Collective

APRIL 15, 2024

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

Software 59

Software Big Data 59

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Risk

KDnuggets

APRIL 15, 2024

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

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Analytics Vidhya

APRIL 14, 2024

French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development. This impressive new model positions the company as a formidable competitor to industry giants like OpenAI, Meta, and Google.

Modeling 222

Modeling Analytics IT 222

Data Science and Beyond

APRIL 14, 2024

It’s easy to prototype with AI, but production-grade AI apps require even more thorough testing and observability than traditional software.

Testing 40

Testing Software IT 40

IBM Big Data Hub

APRIL 15, 2024

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.

Analytics 53

Analytics Optimization Data-driven Metrics 53

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CIO Business Intelligence

APRIL 15, 2024

Nimesh Mehta might not have millions of followers on social media, yet he still considers himself an influencer. The senior vice president and chief information and strategy officer at National Life Group, has spent years executing a technology roadmap to modernize the insurance company. More recently, his charter has expanded into helping the organization formulate business strategy and leading change management efforts to reinvent the 175-year company as a digital trailblazer in its field.

Strategy 57

Strategy Digital Transformation Technology Enterprise 57

Analytics Vidhya

APRIL 15, 2024

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

Structured Data 216

Structured Data Analytics IT Machine Learning 216

Analytics Vidhya

APRIL 15, 2024

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

Interactive 174

Interactive Modeling Analytics IT 174

Analytics Vidhya

APRIL 13, 2024

Introduction Machine learning models hold immense potential, but they need to be effectively integrated into real-world applications to unlock their true value. This is where model deployment and serving tools come into play. These tools act as a bridge, facilitating the transition of a trained model from the development environment to a production setting.

Modeling 193

Modeling Machine Learning Analytics Data Science 193

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

Customer Analytics

Analytics Vidhya

APRIL 15, 2024

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.

Deep Learning 165

Deep Learning Modeling Analytics Machine Learning 165

Analytics Vidhya

APRIL 13, 2024

Introduction Do you ever wonder how AI is changing everything around us, even how music is made? It’s true! AI has brought big changes to music creation, making it easier for everyone to get involved and come up with new ideas. One platform that stands out in this wave of change is Udio. Think of […] The post Explore Udio, the ChatGPT of Music Generation appeared first on Analytics Vidhya.

Analytics 183

Analytics IT 183

Analytics Vidhya

APRIL 15, 2024

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 249

Analytics IT Deep Learning Machine Learning 249

IBM Big Data Hub

APRIL 15, 2024

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.

Snapshot 59

Snapshot Machine Learning Interactive Statistics 59

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Strategy

Analytics Vidhya

APRIL 14, 2024

Introduction In today’s digital era, brimming with endless possibilities, the urge to acquire knowledge and unleash creativity continues to flourish. Within this context, LearnGPT emerges as a beacon, extending its reach to those keen on deepening their insights on different topics. Established with the ambition to democratize education, LearnGPT exemplifies the pivotal role of technology […] The post End-to-End Learning Made Easy with LearnGPT appeared first on Analytics Vidhya.

Technology 196

Technology Analytics IT 196

CIO Business Intelligence

APRIL 15, 2024

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 69

Testing Experimentation Data Quality Machine Learning 69