Tue.Jan 09, 2024

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How to Add a New Column to an Existing DataFrame in Pandas?

Analytics Vidhya

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities to work with structured data. One common task in data analysis is to add a new column to an existing DataFrame in Pandas. This article will explore different methods to accomplish this task and provide examples to illustrate their usage. Why […] The post How to Add a New Column to an Existing DataFrame in Pandas?

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6 tough AI discussions every IT leader must have

CIO Business Intelligence

Few technologies have provoked the same amount of discussion and debate as artificial intelligence, with workers, high-profile executives, and world leaders waffling between praise and fears over AI. Granted, CIOs have not been called before Congress to testify. But they are being grilled in executive suites and boardrooms, as enterprise leaders turn to their technology chiefs with all sorts of challenging questions that CIOs are expected to answer.

IT 140
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Make Money using Open AI’s GPT Store

Analytics Vidhya

Introduction Get ready to witness a milestone in artificial intelligence as OpenAI gears up to unveil its much-anticipated GPT Store in the second week of January 2024 (could be any minute now). This landmark event was initially slated for a late 2023 debut but thoughtfully postponed to achieve unparalleled excellence. It has been the buzz […] The post Make Money using Open AI’s GPT Store appeared first on Analytics Vidhya.

Analytics 322
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5 Coding Tasks ChatGPT Can’t Do

KDnuggets

This is a pretty good list of what ChatGPT can't do. But it's not exhaustive. ChatGPT can generate pretty good code from scratch, but it can't do anything that would take your job.

IT 119
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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Your Next Mercedes-Benz will have an AI-Powered Virtual Assistant

Analytics Vidhya

Mercedes-Benz makes waves in the automotive industry by introducing its highly-anticipated operating system, MB.OS. Years in the making, this innovative system will redefine the driving experience, setting new standards for efficiency, responsiveness, and in-car intelligence. The grand unveiling took place at CES 2024, where MB.OS showcased its prowess through a host of groundbreaking features.

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Know before you go: 6 lessons for enterprise GenAI adoption

CIO Business Intelligence

In 1895, Mary Lathrap penned a poem that inspired the quote, “You can’t really understand another person’s experience until you’ve walked a mile in their shoes.” That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many organizations know that commercially available, “off-the-shelf” generative AI models don’t work well in enterprise settings because of signif

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Managing CEO expectations is this year’s Priority No. 1

CIO Business Intelligence

Once upon a time, CEOs’ IT expectations legendarily came from in-flight magazines — a source that’s morphed from CIO irritant to quaint memory as the magazines faded into nostalgia-land. Today’s CEOs are more likely to get their IT visions from stories written by credulous writers authoring for online business media. That’s if we’re lucky. If we aren’t, they’ll want Tony Stark’s ability to conjure up high-tech solutions by gesticulating into a 3D touch interface while arguing with the AI that ra

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Python Pickle: A Comprehensive Guide to Object Serialization

Analytics Vidhya

Introduction In Python programming, efficient data handling is paramount, and optimizing this process is vital for streamlined workflows. As you navigate the world of data management, one powerful tool is the Python Pickle module—a versatile solution for object serialization. This module plays a crucial role in preserving and storing Python objects, ensuring their seamless retrieval […] The post Python Pickle: A Comprehensive Guide to Object Serialization appeared first on Analytics Vidhya

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How to gain a five star security reputation in hospitality

CIO Business Intelligence

Achieving and sustaining compliance with the Payment Card Industry Data Security Standard (PCI DSS) is a daunting challenge for hotels because they handle many complex payment business cases. For example, consider the numerous new booking options and services to improve the customer’s experience during the reservation process and their stay. Also, debit and credit card payments represent 80% of the industry’s customer payment methods, and it can be difficult to master and protect the stream of p

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How to Use Ternary Operator in Python?

Analytics Vidhya

Introduction The ternary operator in Python is a powerful tool that allows you to write concise and elegant code. It’s a conditional expression that evaluates a condition and returns one of two values based on whether it is true or false. In this blog, we’ll explore the ins and outs of the ternary operator in […] The post How to Use Ternary Operator in Python?

Analytics 312
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Can Data Governance Address AI Fatigue?

KDnuggets

This post explains how data governance can help data scientists handle AI fatigue and build robust models.

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3 ways to Convert Python Scripts to.Exe Files

Analytics Vidhya

Introduction Python is a reliable language admired for its readability and efficiency. Yet, when it comes to sharing your ingenious Python scripts with the world, a common hurdle arises – this language often faces the challenge of user dependency when sharing scripts. However, this obstacle can be overcome by converting Python scripts into standalone executable […] The post 3 ways to Convert Python Scripts to.Exe Files appeared first on Analytics Vidhya.

Analytics 312
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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

What users expect from search engines has evolved over the years. Just returning lexically relevant results quickly is no longer enough for most users. Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. Amazon OpenSearch Service includes many features that allow you to enhance your search experience.

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Mastering Bash Scripting For Loop in Minutes

Analytics Vidhya

Introduction Bash scripting is a powerful tool that allows users to automate tasks and perform complex operations in the Linux environment. One of the fundamental concepts in bash scripting is the “for loop.” In this article, we will explore the syntax, usage, and advanced techniques of for loops in bash. We will also discuss common […] The post Mastering Bash Scripting For Loop in Minutes appeared first on Analytics Vidhya.

Analytics 312
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Want to be a hybrid cloud winner? The recipe for XaaS success

IBM Big Data Hub

Picture this: your business is a dynamic player in your industry at the brink of a pivotal juncture. Struggling with the limitations of conventional approaches, you recognize the imperative to embrace IT-as-a-service to stay ahead, with the infusion of AI becoming the catalyst for change. The result? A revolution across revenue operations, customer engagement, employee satisfaction and the seamless flow of product development and delivery.

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World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run

Analytics Vidhya

In a groundbreaking development, the Frontier supercomputer, powered by AMD technology, has achieved a monumental feat by successfully running a 1 trillion parameter Large Language Model (LLM). Situated at the Oak Ridge National Laboratory in Tennessee and managed by the Department of Energy, Frontier’s accomplishment places it in direct competition with advanced AI models, notably […] The post World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run appeared f

Modeling 310
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Avoid Citizen Data Scientist Program Failure!

Smarten

The Truth About Citizen Data Scientists: Do They Add Value or Is the Concept Mere Buzz? If you read trade or industry journals or business publications, you have probably noticed that the subject of the Citizen Data Scientist is fraught with controversy. While Gartner and other technology research firms have predicted the growth of this movement and its success, there are those who believe that the concept of Citizen Data Scientists is just a lot of buzz and that it cannot succeed.

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Mastering Python Operators: A Comprehensive Guide

Analytics Vidhya

Introduction Python offers a wide range of operators to perform various operations. Operators are symbols or special characters that allow us to manipulate data and perform different actions. These fundamental elements are the building blocks of Python programming, empowering developers to create expressive and efficient code. In this blog, we will embark on a journey […] The post Mastering Python Operators: A Comprehensive Guide appeared first on Analytics Vidhya.

Analytics 310
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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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3 Trends for AI in Retail & CPG for 2024

Dataiku

Entering into a new year often brings a combination of old and new, and the Retail & CPG industry is no exception to that rule. There will be recognizable consumer behavior and expanding perspectives on trends that are not necessarily new but new to the priority list for 2024. The undercurrent throughout each trend for the new year will be value — the value of goods and services, the value of convenience and purposeful spending, and the value companies derive from integrating and embedding t

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WhiteRabbitNeo-33B: Revolutionizing Cybersecurity with Advanced AI Capabilities

Analytics Vidhya

The landscape of cybersecurity is evolving, and at the forefront of this transformation is WhiteRabbitNeo-33B, an open-source Large Language Model (LLM) specifically designed for offensive and defensive cybersecurity. In this article, we delve into the intricacies of WhiteRabbitNeo-33B, exploring its capabilities, potential implications, and the broader impact of specialized AI models in the cybersecurity domain. […] The post WhiteRabbitNeo-33B: Revolutionizing Cybersecurity with Advanced

Modeling 311
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Hide Your Power Strip with the DMoose Cable Management Box

Data Science 101

Power Strips can sometimes be messy. Use the DMoose Cable Management Box to hide those cords and keep the plugs protected. The Cable Management Box is great for under Christmas trees or in the home office. Plus, the lid stays on tight so it can keep children and pets away from the plugins. If you are interested in purchasing Check Price at Amazon.com As an Amazon Associate I earn from qualifying purchases.

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NVIDIA Unveils Parakeet: The Best Performing Automatic Speech Recognition (ASR) Model

Analytics Vidhya

In a recent development for the field of Conversational AI, NVIDIA NeMo has launched Parakeet, its latest series of Automatic Speech Recognition (ASR) models. Developed in collaboration with Suno.ai, Parakeet emerges as a formidable player in the realm of speech transcription, boasting capabilities that set it apart in a league of its own. Also Read: […] The post NVIDIA Unveils Parakeet: The Best Performing Automatic Speech Recognition (ASR) Model appeared first on Analytics Vidhya.

Modeling 308
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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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My Expertise Working with Allstate’s Commute Smart Gadget To Save Cash On Car Insurance

Smart Data Collective

Upon browsing at the 100 Nexgen Store Poker on-line Specific, you will instantly come to the alternatively correct assumption that not all internet poker debris packages are similarly. In scenario you are curious about whether the cellular modern casino is safe and sound, there is little need to get to worry.

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Case Conversion in Python: Upper(), Lower() & Swapcase()

Analytics Vidhya

Introduction Python provides various built-in functions and methods to manipulate strings effectively. One common string manipulation task is case conversion. Case conversion is a common operation when working with strings in Python. It involves changing the case of characters within a string, such as converting all characters to uppercase or lowercase or even swapping the […] The post Case Conversion in Python: Upper(), Lower() & Swapcase() appeared first on Analytics Vidhya.

Analytics 298
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Can Language Models Replace Compilers?

O'Reilly on Data

Kevlin Henney and I recently discussed whether automated code generation, using some future version of GitHub Copilot or the like, could ever replace higher-level languages. Specifically, could ChatGPT N (for large N) quit the game of generating code in a high-level language like Python, and produce executable machine code directly, like compilers do today?

Modeling 282
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Nvidia Produces China-Specific AI Chips

Analytics Vidhya

U.S. chip giant Nvidia is preparing for the mass production of its H20 AI chip tailored for the Chinese market. This move is in response to U.S. export rules, with the H20 chip being the most robust among the three chips developed specifically for the Chinese market. Here’s all you need to know about Nvidia’s […] The post Nvidia Produces China-Specific AI Chips appeared first on Analytics Vidhya.

Marketing 296
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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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The importance of data ingestion and integration for enterprise AI

IBM Big Data Hub

The emergence of generative AI prompted several prominent companies to restrict its use because of the mishandling of sensitive internal data. According to CNN, some companies imposed internal bans on generative AI tools while they seek to better understand the technology and many have also blocked the use of internal ChatGPT. Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from g

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Volkswagen Cars Get Upgraded with ChatGPT Integration

Analytics Vidhya

Volkswagen is gearing up to revolutionize the driving experience in 2024 by integrating ChatGPT into its vehicles. The German automaker aims to enhance the in-car voice assistant, IDA, with the powerful OpenAI chatbot. This move announced at CES 2024, makes Volkswagen the first volume manufacturer to offer ChatGPT as a standard feature. Also Read: CES […] The post Volkswagen Cars Get Upgraded with ChatGPT Integration appeared first on Analytics Vidhya.

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Top 6 predictions for AI advancements and trends in 2024

IBM Big Data Hub

In 2024, the initial cultural fascination with early generative AI yields tangible business results. This technology, which includes the ability to process and generate text, voice and video content, is revolutionizing how companies enhance productivity, foster innovation and stimulate creativity. According to McKinsey & Company , these AI applications have the potential to contribute between USD 2.6 trillion and 4.4 trillion annually to the global economy through various business scenarios.

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Driverless Freight Trucks to Hit Roads This Year

Analytics Vidhya

In a significant leap forward for autonomous vehicle technology, Aurora and Continental have successfully completed the initial phase of their self-driving trucks. The groundbreaking $300 million project is aimed at mass-producing hardware for commercial self-driving trucks. This achievement sets the stage for a transformative shift in the transportation industry, with plans to deploy thousands of […] The post Driverless Freight Trucks to Hit Roads This Year appeared first on Analytics Vid

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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.