Sat.Jan 20, 2024 - Fri.Jan 26, 2024

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8 data strategy mistakes to avoid

CIO Business Intelligence

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. How enterprises gather, store, cleanse, access, and secure their data can be a major factor in their ability to meet corporate goals. Unfortunately, the road to data strategy success is fraught with challenges, so CIOs and other technology leaders need to plan and execute carefully.

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How to handle a ransomware attack 

IBM Big Data Hub

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.

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4 Keys to Generative AI Success in 2024

Dataiku

Let’s face it — Generative AI will continue to be the star of the show in 2024. Our commissioned study with Forrester surveyed 220 AI decision makers at large companies in North America in November 2023, and a whopping 83% of them are already exploring or experimenting with the technology.

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It’s Not Magic if it is Producing Real Global Benefits and Business Value

Rocket-Powered Data Science

Source: [link] When I was young, my dad told me about an incident that he experienced at work. He was a US Air Force officer. On that particular day, there was an unannounced (surprise) drill – a simulated national defense emergency. Though it was just a drill, it was still important to get it done right and efficiently. One of his responsibilities was to contact certain high-ranking officers and communicate with them about the situation (in this case, the simulated emergency).

IT 183
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Generative AI Deep Dive: Advancing from Proof of Concept to Production

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

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How Generative AI Can Help You Improve Your Data Visualization Charts

KDnuggets

Using Generative AI to speed up and enhance data visualization.

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What is your data strategy for an AI future?

CIO Business Intelligence

As enterprises become more data-driven, the old computing adage garbage in, garbage out (GIGO) has never been truer. The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally. The costs of bad data Gartner has estimated that organizations lose an average of $12.9m a year from using poor quality data.

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The dynamic forces behind data center re-transformation 

IBM Big Data Hub

Data centers are undergoing significant evolution. Initially, they were massive, centralized facilities that were complex, costly and difficult to replicate or restore. Now, advancements in hardware and software as well as increased focus on sustainability are driving rapid transformation. Catalysts and conundrums A dramatic shift in development and operations is making data centers more agile and cost-effective.

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How to minimize remote access cyber security threats in 2024

CIO Business Intelligence

Remote work began as a temporary measure during the pandemic but has long been a permanent fixture in our new way of working. Organizations have shifted to remote desktop work environments at an increasing speed since then – simultaneously expanding their attack surface and exposing themselves to greater cybersecurity threats. The remote work revolution has pushed companies to rethink their security and data protection practices amidst hybrid work and cloud environments.

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4 industries where chatbots will have the biggest impact

CIO Business Intelligence

Enterprise spending on consumer-facing generative AI tools will grow from $40 billion in 2023 to $1.3 trillion by 2032, according to a Bloomberg Intelligence analysis. Where will companies pour those hundreds of billions? More than 80% of business leaders believe that the best bang for their gen AI buck is in chatbots for automating customer service and improving knowledge management, according to a Capgemini survey of 1,000 companies in 13 countries.

Insurance 103
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Quiz of the Day (Scikit-learn) # 14

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.

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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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Generative AI in the Real World: Chip Huyen on Finding Business Use Cases for Generative AI

O'Reilly on Data

O’Reilly’s Generative AI in the Enterprise survey reported that people have trouble coming up with appropriate enterprise use cases for AI. Why is it hard to come up with appropriate use cases? Chip Huyen, co-founder of Claypot AI and author of Designing Machine Learning Systems , will talk about why many companies have trouble coming up with appropriate use cases for AI, how to evaluate possible use cases, and the skills your company will need to put these use cases into practice.

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The Business Analyst Competency List

BA Learnings

Being a business analyst is a journey filled with challenges and triumphs, where the treasure is not just data but insights that transform businesses. Fundamentally, we do our best not only to understand information but also to think of how we can use that information to lead transformation, efficiency, and improvement. In this article, we’re looking at some of the most sought-after competencies vital in navigating the intricate world of business analysis.

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SAP announces $2.2B restructuring program that’ll impact 8,000 jobs

CIO Business Intelligence

German tech major SAP has announced a 2 billion euro ($2.17 billion) restructuring program for 2024, impacting 8,000 employees as it focuses on AI. “In 2024, SAP will further increase its focus on key strategic growth areas, in particular Business AI. It also intends to transform its operational setup to capture organizational synergies, AI-driven efficiencies and to prepare the company for highly scalable future revenue growth,” SAP said in a press statement.

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Ultimate List of Generative AI Resources

Analytics Vidhya

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.

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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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The Only Free Course You Need To Become a Professional Data Engineer

KDnuggets

Data Engineering ZoomCamp offers free access to reading materials, video tutorials, assignments, homeworks, projects, and workshops.

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Networks unchained: the shift toward intent-based autonomous operations

IBM Big Data Hub

Telecommunications industry, a cornerstone of global connectivity, has been going through a technological renaissance for some time, driven by innovations such as 5G, IoT, cloud computing and AI. As a result, networks have become increasingly hard to manage. There is a need for automation to handle routine tasks, monitor network health and respond to issues in real-time.

IoT 107
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Top 5 industry trends in strategic portfolio planning for 2024

CIO Business Intelligence

Over the years, I’ve had the opportunity to work with contacts in many leading enterprises, including businesses across a wide range of industries and regions. This experience has given me a unique vantage point, enabling me to see those specifics that are unique to each team and organization—as well as common themes that apply to broad swaths of the market.

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Open-Source BI Tool Metabase for Data Visualization and Analytics

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.

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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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7 Steps to Landing Your First Data Science Job

KDnuggets

Want to make a successful career switch to data science? From learning data science concepts to cracking interviews, read this guide to move one step closer to your first data science job.

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Balancing AI: Do good and avoid harm

IBM Big Data Hub

Growing up, my father always said, “do good.” As a child, I thought it was cringeworthy grammar and I would correct him, insisting it should be “do well.” Even my children tease me when they hear his “do good” advice and I’ll admit I let him have a pass on the grammar front. In the case of responsible artificial intelligence (AI), organizations should prioritize the ability to avoid harm as a central focus.

Strategy 106
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Ford’s high-tech business transformation, fueled by cloud

CIO Business Intelligence

Ford Motor Co.’s wholesale pivot to technology has transformed not only the automaker’s business operations but its corporate identity. “We have become much more of a software company than we were 10 to 20 years ago,” says John Musser, director of engineering for Ford’s commercial division, Ford Pro. “People don’t think of a large, 100-year-old manufacturing company as high tech.

IoT 116
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25+ Tableau Interview Questions

Analytics Vidhya

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.

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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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KDnuggets News, January 24: 5 Free University Courses to Learn Data Science • Convert Unstructured Data into Structured Insights with LLMs

KDnuggets

This week on KDnuggets: Here are five free university courses to help you get started in a data science career • Understand the unstructured data dilemma • And much, much more!

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Use Amazon Athena with Spark SQL for your open-source transactional table formats

AWS Big Data

AWS-powered data lakes, supported by the unmatched availability of Amazon Simple Storage Service (Amazon S3), can handle the scale, agility, and flexibility required to combine different data and analytics approaches. As data lakes have grown in size and matured in usage, a significant amount of effort can be spent keeping the data consistent with business events.

Snapshot 102
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IT services spending signals major role change for CIOs ahead

CIO Business Intelligence

Analyst firm Gartner has released its 2024 worldwide IT spending forecast, and the topline is eyepopping: Overall IT expenditures are projected to grow 6.8% this year to a hair under $5 trillion. That growth more than doubles what the firm pegs as 2023’s growth rate (3.3%), doldrums Gartner attributes not to macroeconomic forces but largely to what it calls “change fatigue among CIOs” — that is, IT leaders’ hesitance to sign new contracts or commit to long-term initiatives.

IT 115
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Leveraging GenAI to Enhance Coding Skills

Analytics Vidhya

Introduction Coding skills have become increasingly valuable in today’s rapidly evolving technological landscape. As the demand for skilled coders continues to rise, developers constantly seek ways to enhance their coding abilities and stay ahead of the curve. One emerging technology that holds immense potential in this regard is GenAI. In this article, we will explore […] The post Leveraging GenAI to Enhance Coding Skills appeared first on Analytics Vidhya.

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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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Powering Up with Predictive GenAI

KDnuggets

Learn what Predictive GenAI does and how it can make predictive analytics far more accessible, efficient, and meaningful for your business.

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GDPR compliance checklist

IBM Big Data Hub

The General Data Protection Regulation (GDPR) is a European Union (EU) law that governs how organizations collect and use personal data. Any company operating in the EU or handling EU residents’ data must adhere to GDPR requirements. However, GDPR compliance is not necessarily a straightforward matter. The law outlines a set of data privacy rights for users and a series of principles for the processing of personal data.

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6 signs you might need an executive coach — and 2 signs you don’t

CIO Business Intelligence

IT leaders are more integral to a company’s business success than ever and that brings pressure to expand their roles, better understand and collaborate with the business, and launch major initiatives. To master the various aspects of leadership, it’s often helpful to get professional help. That’s where executive coaching comes into play. As technical people move up the ranks, going from coders and admins to managers to CIOs, they need to learn how to do a lot more than build great software, con

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Automated Fine-Tuning of LLAMA2 Models on Gradient AI Cloud

Analytics Vidhya

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.

Modeling 289
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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.