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Introduction The rise of Large Language Models (LLMs) like ChatGPT has been revolutionary, igniting a new era in how we interact with technology. These sophisticated models, exemplified by ChatGPT, have redefined how we engage with digital platforms. Think about it – how often have you used tools like ChatGPT to effortlessly write an email or […] The post Ultimate List of Generative AI Resources appeared first on Analytics Vidhya.
Every technology goes through an evolutionary arc, triggering the breakout moment by a strategic breakthrough event. For Artificial Intelligence (AI), that moment was the launch of ChatGPT in 2022. As per Emerging Technology Survey 2023 , of the 54% companies surveyed, more than half have integrated generative AI in their business operations within a year.
It’s the news no organization wants to hear―you’ve been the victim of a ransomware attack, and now you’re wondering what to do next. The first thing to keep in mind is you’re not alone. Over 17 percent of all cyberattacks involve ransomware —a type of malware that keeps a victim’s data or device locked unless the victim pays the hacker a ransom.
The 2023 Expert Survey on Progress in AI is out , this time with 2778 participants from six top AI venues (up from about 700 and two in the 2022 ESPAI ), making it probably the biggest ever survey of AI researchers. People answered in October, an eventful fourteen months after the 2022 survey, which had mostly identical questions for comparison. Here is the preprint.
Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.
McAfee has revealed a pioneering AI-powered deepfake audio detection technology, Project Mockingbird, during CES 2024. This proprietary technology aims to defend consumers against the rising menace of cybercriminals employing fabricated, AI-generated audio for scams, cyberbullying, and manipulation of public figures’ images. Generative AI tools have enabled cybercriminals to craft convincing scams, including voice cloning to impersonate family members seeking money or manipulating authenti
Welcome to another exciting edition of the AI Quiz of the Day! In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn. Sklearn is a powerful tool for data analysis and machine learning, offering a wide range of modules that simplify […] The post Quiz of the Day (Scikit-learn) # 14 appeared first on Analytics Vidhya.
Welcome to another exciting edition of the AI Quiz of the Day! In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn. Sklearn is a powerful tool for data analysis and machine learning, offering a wide range of modules that simplify […] The post Quiz of the Day (Scikit-learn) # 14 appeared first on Analytics Vidhya.
Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch. In this article, we will explore the top 7 libraries for machine learning and understand their features, use […] The post 7 Libraries for Machine Learning appeared first on Analytics Vidhya.
Introduction Are you a passionate data professional exploring new tools? Try Metabase, an open-source Business Intelligence (BI) tool for creating interactive dashboards from large datasets. In today’s data-driven world, BI platforms like Metabase are essential for extracting insights and facilitating informed decision-making. Discover the power of Metabase in this guide tailored for data professionals.
Explore the vast artificial intelligence and machine learning field with this alphabetized guide below. From Agents and AGI to Zero-shot Learning and everything in between, explore the intricate language of AI with concise explanations and vivid examples. Whether you’re a seasoned practitioner or a curious novice, these Generative AI terms aim to be your go-to […] The post 60+ Generative AI Terms You Must Know By Heart appeared first on Analytics Vidhya.
Introduction The apt-get command is a powerful tool in Linux that allows users to manage software packages. Whether you want to install, update, remove, or search for packages, apt-get provides a simple and efficient way to handle these tasks. In this article, we will explore the various functionalities of apt-get and provide examples to help […] The post apt-get Command in Linux: Understanding with Examples appeared first on Analytics Vidhya.
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
Introduction Python is a versatile programming language that offers a wide range of data structures to handle complex tasks efficiently. One such data structure is a namedtuple, which combines the benefits of tuples and dictionaries. In this article, we will explore the concept of namedtuples, their creation, advantages, common use cases, and compare them with […] The post How to Create and Work with NamedTuples in Python?
Introduction Generative AI, or generative adversarial networks (GANs), is a subset of artificial intelligence that focuses on creating new content, such as images, videos, and music. In recent years, generative AI has made significant strides in design, revolutionizing how we create and interact with digital content. This article will explore the innovations and challenges associated […] The post Unveiling the Creative Frontier: Generative AI’s Impact on Design, Innovation, and Colla
Introduction Tableau is a powerful data visualization tool that allows users to analyze and present data interactively and meaningfully. It helps businesses make data-driven decisions by providing easy-to-understand insights and visualizations. In this article, we will explore some 25+ Tableau interview questions and provide detailed answers to help you prepare for your next Tableau interview. […] The post 25+ Tableau Interview Questions appeared first on Analytics Vidhya.
Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities for working with structured data. One of its critical features is its ability to handle and manipulate DataFrames, which are two-dimensional labelled data structures. In this article, we will explore the concept of concatenating DataFrames in Pandas and discuss its benefits […] The post How To Concatenate Two or More Pandas DataFrames?
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Stanford University has introduced Mobile ALOHA, a robotic system that advances the capabilities of bimanual mobile manipulation through low-cost whole-body teleoperation. This innovation, which builds upon Google DeepMind’s existing ALOHA system, brings mobility and dexterity to the forefront of robotic learning. The project developed in collaboration with Berkeley University and Meta has many features, which […] The post Google and Stanford Develop AI Housemaid appeared first on An
Introduction Pandas is a powerful data manipulation library in Python that provides various data structures, including the DataFrame. A DataFrame is a two-dimensional labeled data structure with columns of potentially different types. It is similar to a table in a relational database or a spreadsheet in Excel. In data analysis, creating a DataFrame is often […] The post 10 Ways to Create Pandas Dataframe appeared first on Analytics Vidhya.
Introduction The Consumer Electronics Show (CES) 2024 kicked off with a bang, showcasing groundbreaking technologies that promise to redefine our future. From invisible micro LED screens to emotionally intelligent AI companions, the event has left tech enthusiasts eagerly anticipating the future. Let’s delve into the most impressive reveals of CES 2024. 1.
Introduction Effective retrieval methods are paramount in an era where data is the new gold. This article introduces an innovative data extraction and processing approach. Dive into the world of txtai and Retrieval Augmented Generation (RAG), where complex data becomes easily navigable and insightful. By the end of this article, you will know how the fusion of txtai […] The post Going Beyond the Basics of RAG Pipelines: How Txtai Can Help?
Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader
Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.
Introduction Welcome to the world of Large Language Models (LLM). In the old days, transfer learning was a concept mostly used in deep learning. However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP). This paper explored models using fine-tuning and transfer learning.
Capgemini and Amazon Web Services (AWS) have extended their strategic collaboration, accelerating the adoption of generative AI solutions across organizations. The multi-year agreement focuses on helping clients move beyond experimental stages to full-scale generative AI implementations. They intend to provide smooth transitions addressing challenges such as cost, scale, and trust.
Introduction In Artificial intelligence and machine learning, the demand for efficient and secure data handling has never been greater. One crucial element in this process is the management of tensors, the fundamental building blocks of machine learning models. As the volume of sensitive data used in these models continues to rise, ensuring the security and […] The post Safetensors: A Secure Approach to Storing and Distributing Tensors appeared first on Analytics Vidhya.
Introduction In a significant stride towards the future of artificial intelligence, researchers have unveiled Unified-IO 2, a groundbreaking autoregressive multimodal model. This revolutionary iteration redefines the boundaries of AI by comprehending and generating diverse data modalities, including image, text, audio, and action. The shared semantic space and a singular encoder-decoder transformer model drive its unparalleled […] The post Unified-IO 2: A Giant Leap in Multimodal AI Evolut
Speaker: Joe Stephens, J.D., Attorney and Law Professor
Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.
Google is making waves in the world of artificial intelligence with its upcoming release, Bard Advanced. This enhanced version of the AI chatbot is poised to revolutionize user experiences, offering advanced features through a paid subscription via Google One. In this article, we delve into the exciting developments surrounding Bard Advanced. We will explore its […] The post Get a Free 3 Month Trial of Google Bard Advanced; Experience the Future of AI Chatbots appeared first on Analytics V
The World Economic Forum (WEF), known for bringing together the world’s elite, held its annual meeting on January 15th. Some of the most influential figures in technology and business were a part of this event. This year’s gathering saw AI leaders like Sam Altman, Satya Nadella, and Yann LeCun converging to discuss the profound impact […] The post Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024 appeared first on Analytics Vidhya.
Hertfordshire is on the brink of a huge development in road maintenance. An autonomous robot, named ARRES (Autonomous Road Repair System) PREVENT, is set to undergo real-world tests on the county’s roads. Developed by tech company Robotiz3d in collaboration with the University of Liverpool and Hertfordshire County Council Highways Engineers, this innovative robot utilizes artificial […] The post AI Robots Introduced for Repairing Potholes appeared first on Analytics Vidhya.
Introduction In the realm of Big Data, professionals are expected to navigate complex landscapes involving vast datasets, distributed systems, and specialized tools. To assess a candidate’s proficiency in this dynamic field, the following set of advanced interview questions delves into intricate topics ranging from schema design and data governance to the utilization of specific technologies […] The post 30+ Big Data Interview Questions appeared first on Analytics Vidhya.
Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.
Google has announced plans to invest $1 billion in a new data centre in the UK which it says will help to meet “growing demand” for its AI and cloud services. The 33-acre site in Waltham Cross, Hertfordshire will bring much-needed compute capacity to businesses, supporting AI innovation and ensuring reliable digital services for Google Cloud customers and general consumers relying on products like Search, Maps, and YouTube.
The UK and Canada have signed a landmark agreement to collaborate on the computing power needed to advance AI research and development. The new Memorandum of Understanding on compute was signed in Ottawa by UK Technology Secretary Michelle Donelan and Canadian Minister for Innovation, Science and Industry François-Phillippe Champagne. It cements the two countries’ partnership on AI by committing them to explore ways to give researchers and companies affordable access to the high-powered c
Introduction In Microsoft Excel, where efficiency and accuracy are paramount, choosing the right function can make all the difference. It ensures seamless data management and precise calculations for optimal spreadsheet performance. Functions like VLOOKUP and INDEX MATCH are pivotal in enhancing data retrieval and matching capabilities, empowering users to streamline their workflows easily.
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