Wed.Mar 06, 2024

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8 Core Steps for Your Predictive Maintenance Strategy

Dataiku

In today's industrial landscape, where maintenance costs represent a substantial investment, the integration of predictive maintenance — fueled by real-time Internet of Things (IoT) data and machine learning (ML) — stands out as a pivotal strategy. This blog is a quick exploration of our step-by-step predictive maintenance guide. Read along to learn how you can establish an effective predictive maintenance program for capital-intensive assets, ranging from heavy machinery and fleets to manufactu

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Microsoft’s Orca-Math Outperforms Gemini Ultra and GPT-4

Analytics Vidhya

Microsoft Research introduces Orca-Math, a groundbreaking achievement in AI technology, showcasing unparalleled efficiency in solving math word problems. Despite its compact size, Orca-Math competes with and even surpasses larger models, marking a significant milestone in AI development. Also Read: Claude 3 is Here! New AI Model Leaves OpenAI’s GPT-4 in the Dust Orca-Math: Pushing the […] The post Microsoft’s Orca-Math Outperforms Gemini Ultra and GPT-4 appeared first on Analytics Vidhya.

Modeling 311
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How CIOs use AI to elevate CX services

CIO Business Intelligence

IT industry researchers believe the biggest impact of gen AI this year will be in customer experience (CX), with organizations using vast amounts of data to communicate with consumers and resolve problems faster. Technology specialist Salesforce reports that more than two-thirds of service professionals believe gen AI will help them serve their customers better, while Forrester expects it to give CX teams a huge boost through 2024.

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Video of India’s First AI Robot Teacher Goes Viral

Analytics Vidhya

In a groundbreaking move, Kerala’s education sector takes a leap forward with the introduction of Iris, India’s first AI teacher humanoid robot. Developed by Makerlabs Edutech in collaboration with KTCT Higher Secondary School, Iris heralds a new era in personalized and interactive learning experiences. Also Read: Google Launches New AI-Powered Features to Empower Education Unveiling […] The post Video of India’s First AI Robot Teacher Goes Viral appeared first on Analyti

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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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3 business benefits of stronger security using Zero Trust principles

CIO Business Intelligence

Operational technology (OT) organizations face increasing challenges when it comes to cybersecurity. Manufacturing in particular has become a bigger target for bad actors; in fact, it was one of the sectors most impacted by extortion attacks, according to Palo Alto Networks’ 2023 Unit 42 Extortion and Ransomware Report. As Industry 4.0 continues to roll out, the internet of things (IoT) is expanding, and manufacturing organizations are using the latest technologies to scale.

ROI 126
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How to Deploy a Machine Learning Model using Flask?

Analytics Vidhya

Introduction Deploying machine learning models with Flask offers a seamless way to integrate predictive capabilities into web applications. Flask, a lightweight web framework for Python, provides a simple yet powerful environment for serving machine learning models. In this article, we explore the process of deploying machine learning models using Flask, enabling developers to leverage the […] The post How to Deploy a Machine Learning Model using Flask?

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How to Access and Use the Gemini API: A Complete Guide

Analytics Vidhya

Introduction Unleash the power of language with the Gemini API, a versatile tool for developers and creators seeking to unlock the potential of large language models (LLMs). This API grants access to Google’s cutting-edge Gemini models, allowing you to generate creative text formats, translate languages, and engage in interactive conversations, all through a user-friendly interface. […] The post How to Access and Use the Gemini API: A Complete Guide appeared first on Analytics Vidhya

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The change management Informatica needed to overhaul its business model

CIO Business Intelligence

What is the business transformation currently underway at Informatica? When we were taken private in 2015, we were a traditional software vendor, but the market was starting to embrace the cloud. Many of our customers had already started to move their applications and it made sense they would want to transition to data management in the cloud as well.

Modeling 116
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Top 10 AI Chatbots to Use in 2024

Analytics Vidhya

In the era of artificial intelligence, chatbots have become integral tools for businesses and individuals alike. These AI-powered conversational agents are designed to interact with users in a human-like manner, providing customer support, answering queries, and even assisting with tasks. While ChatGPT by OpenAI has gained popularity for its natural language processing capabilities, there are […] The post Top 10 AI Chatbots to Use in 2024 appeared first on Analytics Vidhya.

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Data-Centric: How Big Things Get Done (in IT)

TDAN

I read “How Big Things Get Done” when it first came out about six months ago.[1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 105
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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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Top 8 Business Analyst Certifications

Analytics Vidhya

Introduction Business analysis plays a crucial role in organizations by bridging the gap between business needs and technology solutions. Certified Business Analysts are skilled professionals who analyze data, identify opportunities, and recommend strategies to enhance business processes. If you’re considering a career in business analysis, obtaining a certification can boost your credibility and open up new opportunities. […] The post Top 8 Business Analyst Certifications appeared first o

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5 tips for securing your remote workspace

CIO Business Intelligence

Hybrid and remote working have become a permanent feature for the majority of businesses, as shown by multiple studies. However, for IT teams changing working models represent a challenge. Security professionals must adapt controls to a world where the perimeter is distributed, and users can log into corporate resources from any network and any device.

Reporting 105
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The Ultimate Guide to Network Mapper (Nmap) Commands

Analytics Vidhya

Introduction Nmap, short for Network Mapper, is a powerful open-source tool used for network discovery and security auditing. It allows users to scan networks, identify open ports, detect services running on those ports, and gather information about the target systems. In this article, we will delve into the world of Nmap commands, from basic scanning […] The post The Ultimate Guide to Network Mapper (Nmap) Commands appeared first on Analytics Vidhya.

Analytics 293
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Maximise productivity for employees and IT staff in the hybrid work era

CIO Business Intelligence

Work has fundamentally shifted in today’s post-pandemic world. For example, 40% of employees no longer have a dedicated desk, according to research from Start Standing. In addition, a study by Harvard Business Review in 2023 found senior executives expect remote and hybrid work to continue to grow over the next five years. At the same time, hybrid work has also affected IT teams.

IT 105
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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 to Sort Python Dictionaries by Key or Value

Analytics Vidhya

Introduction Python dictionaries are an essential data structure that allows you to store and retrieve key-value pairs efficiently. However, there may be instances where you need to sort the dictionary based on either the keys or the values. In this article, we will explore various techniques to sort Python dictionaries by key or value, along […] The post How to Sort Python Dictionaries by Key or Value appeared first on Analytics Vidhya.

Analytics 293
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IT’s role in moving the organisation towards a circular economy

CIO Business Intelligence

The concept of the circular economy has gained significant attention in recent years as the world continues to grapple with environmental issues. We currently exist in what’s known as a linear economy, where finite resources are extracted to make products that are used and then thrown away. In contrast, the circular economy is a system based on the regeneration of materials or products, especially as a means of continuing production in a sustainable or environmentally friendly way.

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Launch Surveys in Minutes using Survicate

Analytics Vidhya

Introduction Businesses and organizations rely heavily on insights to make informed decisions in today’s data-driven world. Actionable insights are the key to success, whether understanding customer preferences, improving product offerings, or optimizing marketing strategies. However, gathering and analyzing data from surveys can be a time-consuming process.

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A Look Ahead at the Gartner Data & Analytics Summit

Cloudera

As we enter into a new month, the Cloudera team is getting ready to head off to the Gartner Data & Analytics Summit in Orlando, Florida for one of the most important events of the year for Chief Data Analytics Officers (CDAOs) and the field of data and analytics. We’re at a crucial point in time where the excitement and potential surrounding AI has elevated the importance of improving access to the mission-critical data that helps organizations implement it at scale.

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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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Convert Images into Stickers Using Replicate

Analytics Vidhya

Introduction Ever imagined turning your photo into a fun sticker photo? It’s not just an idea anymore; it’s a reality with Replicate.com. This innovative platform offers a simple yet magical tool that breathes new life into your images, converting them into custom stickers with just a few clicks. Whether it’s a selfie, a picture of […] The post Convert Images into Stickers Using Replicate appeared first on Analytics Vidhya.

Analytics 290
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The focus shift: A guide to five key business outcomes

CIO Business Intelligence

How is that five-year playbook you drew up 3 years ago looking today? Chances are that your projections for facilities, IT, staffing, and supply chain all turned upside down. The reality is that you need a whole new kind of blueprint today—not one that attempts to dictate a fixed future but rather one that prepares your business to thrive in this era of uncertainty.

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Create your Next Marketing Video using Zebracat AI

Analytics Vidhya

Introduction Are you a seasoned marketer looking to revolutionize your content strategy? Or are you an aspiring creator eager to make your mark? Here is a great AI tool to make your life and work easier and ten times faster- Zebracat AI. This tool opens the door to endless possibilities of making videos using Zebracat […] The post Create your Next Marketing Video using Zebracat AI appeared first on Analytics Vidhya.

Marketing 284
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Per i leader IT, l’operatività dell’intelligenza artificiale generativa è ancora un obiettivo in divenire

CIO Business Intelligence

La quantità di aziende che hanno già implementato l’intelligenza artificiale generativa o che la stanno esplorando in modo attivo sta crescendo in maniera esponenziale. Se guardiamo al recente passato, nel novembre del 2022, il suo tasso di utilizzo era quasi, limitato com’era ai generatori di immagini o di testi, cioè gli unici strumenti allora disponibili.

IT 98
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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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10+ Free AI Courses by Google

Analytics Vidhya

Introduction Nowadays, learning about AI is super important. With new AI technologies coming out regularly, everyone is buzzing about AI. As technology advances rapidly, a solid understanding of artificial intelligence and machine learning is crucial for staying competitive in the job market. A global tech giant, Google offers a range of free AI courses catering […] The post 10+ Free AI Courses by Google appeared first on Analytics Vidhya.

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Bring your most productive self to work

CIO Business Intelligence

No matter where you conduct work – in the office, at a customer’s location, in your home or a combination of these settings – your computing devices must live up to your needs and expectations. That might mean, for example, that your laptop or PC should deliver: Long battery life to sustain lengthy video conferencing calls when you’re on the road Seamless connectivity with a webcam or printer High-quality audio and video functionality for virtual meetings with colleagues An attractive, easy fit

Sales 98
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Exploring the Potential of Transfer Learning in Small Data Scenarios

KDnuggets

This article has shown how transfer learning can be used to help you solve small data problems, while also highlighting the benefits of using it in other fields.

IT 104
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Ultimate guide to implementing digital workspaces

CIO Business Intelligence

Over the past few years, more businesses have adopted digital workspaces to enable a seamless and productive hybrid work experience. As a result, chief information officers (CIOs) and ITDMs have had to pivot their strategies so they can choose software to securely deploy and manage digital workspaces at scale. This is an IT reality that is unlikely to change.

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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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Build a pseudonymization service on AWS to protect sensitive data: Part 2

AWS Big Data

Part 1 of this two-part series described how to build a pseudonymization service that converts plain text data attributes into a pseudonym or vice versa. A centralized pseudonymization service provides a unique and universally recognized architecture for generating pseudonyms. Consequently, an organization can achieve a standard process to handle sensitive data across all platforms.

Metrics 90
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Endpoint security and the rise of Managed Device Services

CIO Business Intelligence

Despite growing interest in “as a service” consumption models for everything from infrastructure to storage, most enterprises have continued to procure, maintain, and manage endpoint devices in-house. But as the security threat landscape becomes more complicated, and hybrid and remote working models take root at scale, IT leaders are questioning this traditional approach to device management.

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5 Free Courses to Master SQL for Data Science

KDnuggets

Want to become an SQL expert? Check out these free courses to learn and hone your SQL skills for data science.

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IDC Foundry India CIO Summit 2024: How CIOs Are Transitioning into the AI Era

CIO Business Intelligence

We may just have a time machine, for we are in the future! The stage is set, and the clocks are ticking down to India CIO Summit 2024, to be held at the JW Marriott, Aerocity in India’s capital New Delhi on March 14 and 15, 2024 by IDC and Foundry, heralding the theme, The Future of IT: Rethinking Digitalization for an AI Everywhere World. Industries are ramping up to new technology, as digitalization has brought challenges and opportunities galore.

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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.