Analytics Vidhya
AUGUST 8, 2024
Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis. This analysis can be used to optimize organizational strategy and processes. As technology progresses […] The post Future of Data Analyst appeared first on Analytics Vidhya.
David Menninger's Analyst Perspectives
AUGUST 1, 2024
Having just completed our AI Platforms Buyers Guide assessment of 25 different software providers, I was surprised to see how few provided robust AI governance capabilities. As I’ve written previously , data governance has changed dramatically over the last decade, with nearly twice as many enterprises (71% v. 38%) implementing data governance policies during that time.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
KDnuggets
AUGUST 9, 2024
Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.
CIO Business Intelligence
AUGUST 30, 2024
A more operational, business-specific way of leveraging generative AI is beginning to take shape in the form of AI agents that quietly work behind the scenes, moving beyond gen AI’s creational capabilities toward autonomous decision-making in enterprise workflows. Agentic AI, at its core, is designed to automate a specific function within an organization’s myriad business processes, without human intervention.
Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage
Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.
Jen Stirrup
AUGUST 31, 2024
The energy sector’s future is also the future of the planet, and conferences such as the Gastech Conference ( Reference ) are aimed at supporting initiatives and collaboration to meet the various challenges in the 21st century. Many factors are at stake, such as providing secure energy sources and clearing up the ‘energy debt’ to restore what humans have taken from the planet.
Data Virtualization
AUGUST 23, 2024
Reading Time: 9 minutes The field of artificial intelligence (AI) is more exciting than ever. The climate is full of creativity and innovation, and we’re learning that large language models (LLMs) have capabilities we can exploit in many ways. In previous posts, I spoke. The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? – Part 4 : Intelligent Autonomous Agents appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysi
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
AWS Big Data
AUGUST 8, 2024
Thousands of organizations build data integration pipelines to extract and transform data. They establish data quality rules to ensure the extracted data is of high quality for accurate business decisions. These rules commonly assess the data based on fixed criteria reflecting the current business state. However, when the business environment changes, data properties shift, rendering these fixed criteria outdated and causing poor data quality.
KDnuggets
AUGUST 15, 2024
The AI and ML complexity results in a growing number and diversity of jobs that require AI & ML expertise. We’ll give you a rundown of these jobs regarding the technical skills they need and the tools they employ.
CIO Business Intelligence
AUGUST 19, 2024
AI’s long-term impact on the job market has sparked controversy and conversation — especially in tech. Whether AI is set to replace workers, augment jobs, or shift the necessary skillsets entirely , organizations — and IT pros alike — need to be prepared for an impending shift in how IT roles will be defined in the AI era and what skills will be needed going forward.
Dataiku
AUGUST 28, 2024
When it comes to code development for analytics and data science, there are many tools, methods, and practices that data teams can choose to follow. With several paths for development available to one team, such as open source frameworks like Python and proprietary languages like SAS, collaboration can become a challenge. Often you have a trade-off — you can use an analytics platform to help with this collaboration problem, but that platform may lock you into specific languages and engines, rest
Speaker: Jesse Simms, VP at Giant Partners
This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.
Analytics Vidhya
AUGUST 28, 2024
Introduction AdalFlow, founded by Li Yin, was created to bridge the gap between Retrieval-Augmented Generation (RAG) research and product development. While both communities use PyTorch, existing frameworks either lack real-world flexibility or are too complex for research. AdalFlow provides a unified library with strong string processing, flexible tools, multiple output formats, and model monitoring like […] The post Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Ab
AWS Big Data
AUGUST 2, 2024
We’re excited to announce the new lower entry cost for Amazon OpenSearch Serverless. With support for half (0.5) OpenSearch Compute Units (OCUs) for indexing and search workloads, the entry cost is cut in half. Amazon OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that you can use to run search and analytics workloads without the complexities of infrastructure management, shard tuning or data lifecycle management.
KDnuggets
AUGUST 12, 2024
Want to take the next step in your journey to becoming a data scientist? Check out these Python libraries for data science that you can't do without.
Speaker: Jamie Bernard
Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.
CIO Business Intelligence
AUGUST 20, 2024
Digital transformation represented among the largest investments in technology to modernize businesses starting in the early 2000s. But the call for digital transformation really gained popularity after 2011 when Capgemini, in partnership with MIT, officially coined the term , defining it as “the use of technology to radically improve performance or the reach of businesses.
Analytics Vidhya
AUGUST 21, 2024
Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? These powerful AI systems are trained on enormous text datasets, enabling them to understand and produce text that […] The post Is Hallucination in Large Language Models (LLMs) Inevitable?
Analytics Vidhya
AUGUST 22, 2024
Introduction In language models, where the quest for efficiency and precision is paramount, Llama 3.1 Storm 8B emerges as a notable achievement. This fine-tuned version of Meta’s Llama 3.1 8B Instruct represents a leap forward in enhancing conversational and function-calling capabilities within the 8B parameter model class. The journey to this advancement is rooted in […] The post Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks appeared first on Analy
Analytics Vidhya
AUGUST 29, 2024
Introduction Suppose you are on the brink of a technological revolution, which is to embrace the Large Language Models (LLMs,) to unlock some incredible opportunities. As for many innovations from developing smart chatbots to analyzing data, LLMs are in the center of them. The good news? However, what people might not realize is that you […] The post 10 Free Resources to Learn LLMs appeared first on Analytics Vidhya.
Advertisement
The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.
Analytics Vidhya
AUGUST 26, 2024
Introduction It could be challenging to prepare for an AI job interview due to the vast nature of the field and the wide variety of knowledge and abilities needed. The expansion of the AI industry corresponds with a growing requirement for qualified workers. Preparing for an AI job interview requires having a thorough understanding of […] The post How to Prepare for an AI Job Interview?
Analytics Vidhya
AUGUST 23, 2024
Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. Both are designed to understand and generate human-like text, making them valuable tools for various applications, from customer support to content creation.
Analytics Vidhya
AUGUST 18, 2024
Introduction We have said au revoir to the Olympic Games Paris 2024, and the next will be held after 4 years, but the development by Google DeepMind may signal a new era in sports and robotics development. I recently came across a fascinating research paper (Achieving Human-Level Competitive Robot Table Tennis) by Google DeepMind that […] The post Will this Google Deepmind Robot Play Table Tennis in the 2028 Olympics?
Analytics Vidhya
AUGUST 3, 2024
Introduction In Artificial Intelligence, Understanding the underlying workings of language models has proven to be significant and difficult. Google has made a significant step forward in tackling this issue by releasing Gemma Scope, a comprehensive package of tools to assist researchers in peering inside the “black box” of AI language models.
Advertisement
Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
Analytics Vidhya
AUGUST 22, 2024
Introduction Imagine having a personal assistant that not only understands your requests but also knows exactly how to execute them, whether it’s performing a quick calculation or fetching the latest stock market news. In this article, we delve into the fascinating world of AI agents, exploring how you can build your own using the LlamaIndex […] The post Implementing AI Agents Using LlamaIndex appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 9, 2024
Introduction Have you ever spent hours perfecting a spreadsheet, only to worry that someone else might unintentionally (or intentionally!) mess with your carefully crafted data? I’ve been there, and it’s not a fun place to be. Excel is an incredibly powerful tool that many of us rely on for everything from simple lists to complex […] The post A Guide to Locking Cells and Securing Your Data in Excel appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 20, 2024
Introduction Technology has given us a sense of imagining our world where machines can even identify our preferences and anticipate the things that we need along with analyzing past interactions to deliver better output. The future depicted in this world is not the future; it is the present, facilitated by Artificial Intelligence. From the virtual […] The post How Does AI Work?
Analytics Vidhya
AUGUST 19, 2024
Introduction Suppose you are a developer expected to carry out testing on a large web application. It is impossible to go through each feature and all the interactions one by one which may take days or even weeks. Enter Selenium, the game changing tool which automates web browser interaction and thus is more efficient when […] The post A Comprehensive Guide to Selenium with Python appeared first on Analytics Vidhya.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Analytics Vidhya
AUGUST 3, 2024
Introduction Meta has once again redefined the limits of artificial intelligence with the launch of the Segment Anything Model 2 (SAM-2). This groundbreaking advancement in computer vision takes the impressive capabilities of its predecessor, SAM, to the next level. SAM-2 revolutionizes real-time image and video segmentation, precisely identifying and segmenting objects.
Analytics Vidhya
AUGUST 1, 2024
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 Vidhya
AUGUST 22, 2024
Introduction Think of yourself standing in an examination hall writing an exam paper the topic of which is a complicated mystery that requires investigation. But instead of fingers and feet, the clues are subtle and they are embedded in rows and columns of statistical figures. As it is the case with any detective, data professionals […] The post What is Alteryx?
Analytics Vidhya
AUGUST 21, 2024
Introduction AI agents are the future and they can be the driving force to the future. They are the future and they can be the driving force to the future. AI agents are becoming increasingly integral to AI’s growth and new technological advancements. They are applications that mirror human-like attributes to interact, reason, and even […] The post How to Build an AI Agent using Llama Index and MonsterAPI?
Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage
Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr
Expert insights. Personalized for you.
284 
Let's personalize your content