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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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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 118
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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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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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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 116
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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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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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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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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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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 115
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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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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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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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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 307
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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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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.

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Business disaster recovery use cases: How to prepare your business to face real-world threats

IBM Big Data Hub

Successful business owners know how important it is to have a plan in place for when unexpected events shut down normal operations. Modern enterprises face many types of disasters, including pandemics, cyberattacks , large-scale power outages and natural disasters. Last year, companies around the world spent close to USD 219 billion on cybersecurity and security solutions, a 12% increase from the previous year according to the International Data Corporation (IDC) (link resides outside ibm.com.

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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 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 303
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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 102
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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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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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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,

IT 128
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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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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.

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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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Judicial systems are turning to AI to help manage its vast quantities of data and expedite case resolution

IBM Big Data Hub

The judiciary, like the legal system in general, is considered one of the largest “text processing industries” Language, documents, and texts are the raw material of legal and judicial work. That data plays a crucial role in the judicial system, helping investigators, lawyers and judges fit together the circumstances surrounding a particular case in an effort to see that justice is served.

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“If organisations are hacked, they should stay calm and act quickly by instantly activating their incident response plan”

CIO Business Intelligence

CIO Middle East discuss with Muath AlHomoud, Director of Cybersecurity about how organisations should learn from the hacking activities performed on them so they can implement more effective cyber defences and plan against similar or more sophisticated attacks. Q. From a cybersecurity perspective, how has 2023 been? A. The year has been marked by a general increase in state-sponsored attacks due to geopolitical conflicts.

IoT 119
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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 303
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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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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.