Sat.Jan 06, 2024 - Fri.Jan 12, 2024

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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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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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Read This Before You Take Any Free Data Science Course

KDnuggets

Free courses are a great way to explore data science. But you do pay for free courses with your time, energy, and motivation. Consider these 7 things before starting a free Data Science course.

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Survey: Machine Learning Projects Still Routinely Fail to Deploy

KDnuggets

The author highlights the chronic under-deployment of ML projects, with only 22% of revolutionary initiatives deploying and a lack of stakeholder visibility and detailed planning as key issues, in his industry survey and book "The AI Playbook.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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5 ways to maximize your cloud investment

CIO Business Intelligence

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. “Overspending is easy to do,” says Chris McMasters, CIO at the City of Corona, California. No IT organization wants to get caught short on processing or storage resources that could negatively affect operations, or have to suddenly add resources that exceed the budget.

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CES 2024: A Review of the Top 10 Innovations of Day 2

Analytics Vidhya

CES 2024 Day 2 brought forth an array of astounding AI innovations, redefining human-AI interaction and technological capabilities. From revolutionary AI assistants to immersive VR experiences, here are the top 10 breakthroughs that stole the spotlight. 1. Rabbit R1 which can Replace Smartphones The Rabbit R1, priced at $199, is not just a device; it’s […] The post CES 2024: A Review of the Top 10 Innovations of Day 2 appeared first on Analytics Vidhya.

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The EU Data Act Is Now In Force – What It Means For You And Your Organization

Martha Bennett

Providers and users of connected products in the EU, or services related to such products, take note: The EU Data Act is now in force. The clock on the transition period started ticking on January 11, 2023, and you need to be prepared.

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10 top priorities for CIOs in 2024

CIO Business Intelligence

Last year was certainly a wild ride, with the ascendent rise of AI impacting a wide range of IT sectors and capturing the imagination (and fears) of the world at large. IT leaders can look forward to even more surprises, as well as continuing challenges, over the next 12 months. To stay on top of both old and new challenges, IT chiefs should evaluate their current business and technology strategies and, when necessary, adjust them to address rapidly evolving technology, business, and economic pr

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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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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 121
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Architectural patterns for real-time analytics using Amazon Kinesis Data Streams, part 1

AWS Big Data

We’re living in the age of real-time data and insights, driven by low-latency data streaming applications. Today, everyone expects a personalized experience in any application, and organizations are constantly innovating to increase their speed of business operation and decision making. The volume of time-sensitive data produced is increasing rapidly, with different formats of data being introduced across new businesses and customer use cases.

Analytics 117
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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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A Comprehensive Guide to Common Git Commands in Data Science

Analytics Vidhya

Introduction Git is a powerful version control system that plays a crucial role in managing and tracking changes in code for data science projects. Whether you’re working on machine learning models, data analysis scripts, or collaborative projects, understanding and utilizing Git commands is essential. As data professionals collaborate and manage their codebase, understanding and mastering […] The post A Comprehensive Guide to Common Git Commands in Data Science appeared first on Ana

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AI Drives the Intersection of Industrial Hygiene and Cybersecurity

Smart Data Collective

AI technology has played a crucial role in the future of cybersecurity. According to Grand View Research, cybersecurity providers spent over $16.4 billion on AI in 2022. This figure is projected to grow over 24.3% a year through 2030.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Enable metric-based and scheduled scaling for Amazon Managed Service for Apache Flink

AWS Big Data

Thousands of developers use Apache Flink to build streaming applications to transform and analyze data in real time. Apache Flink is an open source framework and engine for processing data streams. It’s highly available and scalable, delivering high throughput and low latency for the most demanding stream-processing applications. Monitoring and scaling your applications is critical to keep your applications running successfully in a production environment.

Metrics 105
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Top 8 challenges IT leaders will face in 2024

CIO Business Intelligence

2023 was a year made notable by a range of unexpected, unpredictable, and fast-moving challenges that, despite seemingly having little to do with technology, had profound impacts on IT strategies. Add the rapid rise of generative AI, and the past year was one in which CIOs often found themselves on the back foot, reacting to disruptions and shifting strategies in real-time.

IT 133
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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.

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Modernizing mainframe applications with a boost from generative AI

IBM Big Data Hub

Look behind the scenes of any slick mobile application or commercial interface, and deep beneath the integration and service layers of any major enterprise’s application architecture, you will likely find mainframes running the show. Critical applications and systems of record are using these core systems as part of a hybrid infrastructure. Any interruption in their ongoing operation could be disastrous to the continued operational integrity of the business.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Running Mixtral 8x7b On Google Colab For Free

KDnuggets

Learn how to run the advanced Mixtral 8x7b model on Google Colab using LLaMA C++ library, maximizing quality output with limited compute requirements.

Modeling 118
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Survey: Execs eager to implement generative AI, but few know how

CIO Business Intelligence

Overwhelming majorities of executives around the world are planning to spend money on generative AI this year, but very few are truly ready for the technology, according to a survey released today by the Boston Consulting Group. Fully 85% of the more than 1,400 executives surveyed for BCG’s AI Radar report said that they were planning to invest in generative AI, but the report found that the technology faces a wide array of stumbling blocks at most organizations.

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No More Copyright Infringement Issues for Images Created Using Generative AI

Analytics Vidhya

In an innovative leap for visual content creation, Getty Images and Nvidia have joined forces to introduce Generative AI by iStock, an innovative text-to-image platform. This collaborative effort seeks to empower both individuals and businesses with an affordable and commercially safe solution for generating unique stock photos. Moreover, it aims to eliminate the barriers associated […] The post No More Copyright Infringement Issues for Images Created Using Generative AI appeared first on

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Achieve high availability in Amazon OpenSearch Multi-AZ with Standby enabled domains: A deep dive into failovers

AWS Big Data

Amazon OpenSearch Service recently introduced Multi-AZ with Standby , a deployment option designed to provide businesses with enhanced availability and consistent performance for critical workloads. With this feature, managed clusters can achieve 99.99% availability while remaining resilient to zonal infrastructure failures. In this post, we explore how search and indexing works with Multi-AZ with Standby and delve into the underlying mechanisms that contribute to its reliability, simplicity, an

Metadata 103
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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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4 Steps to Become a Generative AI Developer

KDnuggets

In this post, we will cover what a generative AI developer does, what tools you need to master, and how to get started.

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Top IT exec recuiters weigh in on talent trends today

CIO Business Intelligence

When I last dedicated an episode of the Tech Whisperers podcast to the state of tech talent, we were just coming out of a multi-year “sellers” market, and we could sense that we were hitting an inflection point. Fast-forward a year and things have changed significantly. Two of the top executive recruiters in the CIO retained search space, Shawn Banerji and Martha Heller, joined me for the first episode of 2024 to share their insights on a range of talent-related issues, including hiring trends,

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AI Take Over Human Jobs at Duolingo

Analytics Vidhya

Duolingo, the widely-used language-learning app, has undergone a significant transformation, leading to the layoff of 10% of its contractor workforce. This strategic shift aligns with the company’s commitment to harness generative artificial intelligence (GenAI) for content creation. While Duolingo adopts the AI-first approach, concerns about job displacement and the quality of language lessons have surfaced. […] The post AI Take Over Human Jobs at Duolingo appeared first on Analytic

Analytics 316
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Detect, mask, and redact PII data using AWS Glue before loading into Amazon OpenSearch Service

AWS Big Data

Many organizations, small and large, are working to migrate and modernize their analytics workloads on Amazon Web Services (AWS). There are many reasons for customers to migrate to AWS, but one of the main reasons is the ability to use fully managed services rather than spending time maintaining infrastructure, patching, monitoring, backups, and more.

Data Lake 101
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Launching LLM-Based Products: From Concept to Cash in 90 Days

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.

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How Jamworks protects confidentiality while integrating AI advantages

IBM Big Data Hub

The integration of artificial intelligence (AI) has ushered in a new era of technological progress, offering a spectrum of benefits across industries. AI’s potential to revolutionize operations, enhance decision-making and drive innovation is undeniable. The advantages of AI are numerous and impactful, from predictive analytics that refine strategies, to natural language processing that fuels customer interactions and assists users in their daily tasks, to assistive tools that enhance acce

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CIO insights: What’s next for AI in the enterprise?

CIO Business Intelligence

CIOs are under increasing pressure to deliver AI across their enterprises – a new reality that, despite the hype, requires pragmatic approaches to testing, deploying, and managing the technologies responsibly to help their organizations work faster and smarter. The top brass is paying close attention. Seventy-one percent of business leaders expect AI and ML to have a worldwide impact, according to the Workday C-Suite Global AI Indicator Report.

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AI Discovers New Material to Replace Lithium in Batteries

Analytics Vidhya

Microsoft in collaboration with the Pacific Northwest National Laboratory (PNNL) has harnessed the power of artificial intelligence (AI) and high-performance computing to discover a novel material that could significantly reduce the reliance on lithium in batteries. This breakthrough comes at a critical time as the demand for lithium-ion batteries, powering everything from electric vehicles to […] The post AI Discovers New Material to Replace Lithium in Batteries appeared first on Analytic

Analytics 316
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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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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

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.