Sat.May 04, 2024 - Fri.May 10, 2024

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Forget Firewalls: 6 OpenAI Security Measures for Advanced AI Infrastructure

Analytics Vidhya

Introduction Artificial intelligence (AI) significantly impacts various sectors today. It can potentially revolutionize areas such as healthcare, education, and cybersecurity. Recognizing AI’s extensive influence, it’s crucial to emphasize the security of these advanced systems. Ensuring robust security measures allows stakeholders to fully leverage the benefits AI provides.

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DataKitchen Training And Certification Offerings

DataKitchen

DataKitchen Training And Certification Offerings For Individual contributors with a background in Data Analytics/Science/Engineering Overall Ideas and Principles of DataOps DataOps Cookbook (200 page book over 30,000 readers, free): DataOps Certificatio n (3 hours, online, free, signup online): DataOps Manifesto (over 30,000 signatures) One Day DataOps training (paid) Data Observability (the first step in DataOps) I deas and Principles of Data Observability Four-part Da

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7 IT leadership hacks that deliver results

CIO Business Intelligence

Fail fast is a frequent maxim in business, but what about reverse engineering that concept? We sought technology leaders who could advise on succeeding fast, along with creating a strong organization, developing team leaders, leveraging the support of peers, and specifically how to streamline day-to-day management of a technology group. Here is the main the question we posed: If you were writing your own book on how to lead, what advice would you impart to other technology executives?

IT 115
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IBM Mainframe Skills Council brings the global community together to grow mainframe talent

IBM Big Data Hub

The global economy runs on transactions, and 70% of transactions by value run through an IBM Z® mainframe. Many of the world’s largest enterprises rely on IBM Z to support their core business, and by a process of continued innovation, IBM Z brings industry-first technologies to our clients with each new generation. Modern mainframe skills are critical as businesses implement AI, modernize their applications, integrate across the enterprise and continue digital transformation.

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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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Is Coding Dead? Google’s CodeGemma 1.1 7B Explained

Analytics Vidhya

Introduction CodeGemma 7B is a specialized open code model built on top of Gemma, a family of language models developed by Google DeepMind. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? Google’s CodeGemma 1.1 7B Explained appeared first on Analytics Vidhya.

Modeling 307
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A Comprehensive Guide to Essential Tools for Data Analysts

KDnuggets

Data analyst tools encompass programming languages, spreadsheets, BI, and big data tools. Here are 9ish tools that cover all the tasks of data analysts well.

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Empowering security excellence: The dynamic partnership between FreeDivision and IBM

IBM Big Data Hub

In the ever-evolving landscape of cybersecurity, businesses are constantly seeking robust solutions to fortify their defenses and navigate the complex challenges posed by cyberthreats. FreeDivision, an IBM Business Partner, stands out in the field by understanding the local needs of its clients. Operating as a security service partner, FreeDivision leverages IBM’s endpoint detection and response (EDR) solution, IBM Security® QRadar® EDR, as part of its solution, freedivision.io,

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RAG Application with Cohere Command-R and Rerank – Part 1

Analytics Vidhya

Introduction The Retrieval-Augmented Generation approach combines LLMs with a retrieval system to improve response quality. However, inaccurate retrieval can lead to sub-optimal responses. Cohere’s re-ranker model enhances this process by evaluating and ordering search results based on contextual relevance, improving accuracy and saving time for specific information seekers.

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A Roadmap to Machine Learning Algorithm Selection

KDnuggets

The goal of this article is to help demystify the process of selecting the proper machine learning algorithm, concentrating on "traditional" algorithms and offering some guidelines for choosing the best one for your application.

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SAP forecasts clarity in the cloud

CIO Business Intelligence

Martin Bayer: At the moment, user companies are still hesitant to adopt cloud computing, but also SAP’s RISE and GROW programs, especially in Germany. Last year’s message that certain core innovations would only be offered in the cloud has also caused some resentment among users. How do you want to take your customers with you on their journey? Christian Klein: I understand there’s some reluctance among [German-speaking SAP user group] DSAG and some other customers to embrace the cloud.

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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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Chart Snapshot: Variable Width Box Plots

The Data Visualisation Catalogue

A Variable Width Box Plot is a variation of the standard Box Plot where the width of the box is proportional to the size of the group or data subset being represented. This allows for visualising the relative sizes of different groups in addition to their distributions. This helps to provide more context by showing which groups have more data points contributing to their distributions.

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Advanced RAG Technique : Langchain ReAct and Cohere

Analytics Vidhya

Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity. It highlights the learning objectives, features, and implementation of Adaptive RAG, its efficiency, and its integration with Langchain and Cohere LLM.

Strategy 304
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5 Free Stanford AI Courses

KDnuggets

Want to learn more about Artificial Intelligence? These five courses from Stanford will help you kickstart that journey.

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Atos receives four offers of help

CIO Business Intelligence

Atos has received proposals from four different groups to inject new money into the company to keep it running, it said Monday. One group wants to redefine Atos as a more integrated IT services powerhouse, leveraging the company’s many activities to restore customer and employee confidence, while another wants to focus on the provision of data centers as a service, cutting costs and cranking up profitability.

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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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Simplifying IAM through orchestration

IBM Big Data Hub

The recent validated what many of us in the industry already knew: Identity has become the leading attack vector. The 2024 report showed a 71% increase in valid identities used in cyberattacks year-over-year. What really puts it into perspective is the realization that you are just as likely to have your valid identity used in a cyberattack as you are to see a phishing attack in your organization.

Risk 58
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NVIDIA’s Visual Language Model VILA Enhances Multimodal AI Capabilities

Analytics Vidhya

The artificial intelligence (AI) landscape continues to evolve, demanding models capable of handling vast datasets and delivering precise insights. Fulfilling these needs, researchers at NVIDIA and MIT have recently introduced a Visual Language Model (VLM), VILA. This new AI model stands out for its exceptional ability to reason among multiple images.

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Understanding Python’s Iteration and Membership: A Guide to __contains__ and __iter__ Magic Methods

KDnuggets

Explore __contains__ and __iter__ magic methods, which are essential for implementing iteration functionality for custom classes.

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Innovating Services for a Digital, Intelligent Future

CIO Business Intelligence

Digital transformation remains top of mind worldwide. According to Foundry’s State of the CIO 2024 study, technology leaders will be focused on driving digital innovation, redesigning processes, and modernising infrastructure and apps in the next three years in order to stay ahead. At the same time, Artificial Intelligence (AI) is quickly becoming recognised as a keystone for future growth.

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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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Unlocking business value: Maximizing returns from your SAP investments

IBM Big Data Hub

Amid the dynamic realms of modern business and technology, organizations seek to maintain a competitive edge and elevate business outcomes and user experiences through their SAP investments. The crux of this endeavor lies in fostering continuous value creation throughout the journey. Drawing from my experience with clients across expansive, multi-year SAP engagements, there are three areas where collaborative value creation and charting future roadmaps intertwine seamlessly. 1.

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Top 10 Tableau Alternatives to Explore in 2024

Analytics Vidhya

Introduction While Tableau remains a popular choice for data visualization, its dominance is waning. The increasing importance of data analysis across industries has fueled the demand for versatile tools, leading to a surge in Tableau alternatives. These alternatives cater to various needs, whether you prioritize affordability, extensive customization, or specialized functionalities.

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Chart Snapshot: Box-Percentile Plots

The Data Visualisation Catalogue

The Box-Percentile Plot was developed by Warren W. Esty and Jeffrey D. Banfield in their 2003 paper The Box-Percentile Plot. It is considered an improvement over the traditional Box Plot as it provides a more informative display of the data distribution shape, especially for skewed or multimodal data, while still being a compact visualisation. Box-Percentile Plots display the same summary statistics as regular Box Plots (median, quartiles, minimum, and maximum), but instead use line markers on a

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Where’s the ROAI?

CIO Business Intelligence

As the world becomes increasingly reliant on technology and driven by data, the excitement about artificial intelligence (AI) solutions continues to skyrocket. Corporate boardrooms are abuzz with discussions about exploring the possibilities of AI, and massive amounts of capital are being funneled into building AI infrastructure. Companies such Nvidia, Corestreet, and OpenAI are experiencing exponential revenue growth – and valuations, driven by this immense interest.

Metrics 69
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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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Enterprises’ best bet for the future: Securing generative AI  

IBM Big Data Hub

IBM and AWS study: Less than 25% of current generative AI projects are being secured The enterprise world has long operated on the notion that trust is the currency of good business. But as AI transforms and redefines how businesses operate and how customers interact with them, trust in technology must be built. Advances in AI can free human capital to focus on high-value deliverables.

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30 Quick Matplotlib Tips and Tricks for Beginners

Analytics Vidhya

Introduction The guide, ’30 Quick Matplotlib Tips and Tricks for Beginners,’ provides a comprehensive guide to enhance your data visualization skills. It covers various techniques like importing Matplotlib, creating simple plots, customizing line styles, adding annotations, and mastering complex visualizations like 3D and polar plots. The guide offers clear explanations and code examples, helping beginners […] The post 30 Quick Matplotlib Tips and Tricks for Beginners appeared

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Ollama Tutorial: Running LLMs Locally Made Super Simple

KDnuggets

Want to run large language models on your machine? Learn how to do so using Ollama in this quick tutorial.

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Expion Health revamps its RFP process with AI

CIO Business Intelligence

Process automation and improvement is a perennial CIO agenda item, and the call for business process optimization is only getting louder — especially for those processes directly tied to the bottom line. For Expion Health, a cumbersome manual process to determine what rates to quote to potential new customers had become a cap on the healthcare cost management firm’s ability to grow its business.

IT 64
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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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Gen AI Helps Developers Automate Writing Coding

Smart Data Collective

Automate coding tasks with Gen AI - the ultimate tool for developers to streamline writing and enhance productivity.

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10 Mind-blowing Use Cases of Llama 3

Analytics Vidhya

Introduction Since the release of Meta’s Llama 3, it has sparked a wave of excitement throughout the tech industry. Its capabilities extend far beyond what you might expect. Brought to you by Gradient with the invaluable support of compute resources from Crusoe Energy, I am thrilled to introduce the latest leap in AI innovation: Llama-3 […] The post 10 Mind-blowing Use Cases of Llama 3 appeared first on Analytics Vidhya.

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Enhancing Fairness and Efficiency in Human Resources With AI

Dataiku

At its best, the impact of AI can help make Human Resources (HR) more effective and more fair. It can make hiring and personnel policies more efficient by working at speeds unfathomable to a team of people, let alone an individual. It can work independent of the myriad human biases that infect personnel decisions. According to a McKinsey report, GenAI deployments are bringing efficiency and new insights to HR functions and are estimated to enhance HR productivity by up to 30% , with examples dem

Risk 52
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The extent Automic’s group CIO goes to reconcile data

CIO Business Intelligence

Automic is the largest listed registry provider in Australia, with an integrated cloud-native platform that manages listed registry, funds, employee share plans, and investor analytics. In addition to its technology solution, it has a range of professional services that covers company secretaries, investor and media relations, employees, environment, and social governance, among others.

Risk 64
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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.