Mon.Jun 05, 2023

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A Deep Dive into LSTM Neural Network-based House Rent Prediction

Analytics Vidhya

Introduction Long Short Term Memory (LSTM) is a type of deep learning system that anticipates property leases. By leveraging its unique architecture and memory retention capabilities, LSTM offers an innovative approach to understand the house rent prediction patterns with extraordinary precision. Rental markets are influenced by diverse factors, and LSTM’s ability to capture and remember […] The post A Deep Dive into LSTM Neural Network-based House Rent Prediction appeared first on A

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13 essential skills for accelerating digital transformation

CIO Business Intelligence

Digital transformation is indeed a cornerstone of business strategy today, as 89% of enterprises see digital business as core to their growth, according to Gartner’s Board of Directors 2023 Survey. Equally telling is another statistic from that research: Just 35% of these enterprises have achieved their digital goals or are on track to do so. “This underlines the need for organizations to embrace change and adopt a more agile and forward-thinking approach to digital transformation skills in orde

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Workshops Lineup: DataHack Summit 2023

Analytics Vidhya

Introduction Workshops at DataHack Summit 2023 offer a unique and invaluable opportunity for individuals in the field of data science and AI. Whether you are a seasoned professional or just starting out, attending these workshops can greatly enhance your skills and knowledge in this rapidly evolving field. Get ready to dive deep into the world […] The post Workshops Lineup: DataHack Summit 2023 appeared first on Analytics Vidhya.

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3 things CIOs must do now to accurately hit net-zero targets

CIO Business Intelligence

Research from Accenture shows that 48% of companies say technology-enabled sustainability initiatives lead to more competitive products and enhanced customer service, and contribute to attracting top talent—all of which help drive increased revenues. However, the latest and largest UNGC-Accenture CEO study revealed that 91% of CEOs report insufficient technology solutions as a barrier to seizing opportunities in the net-zero transition, building resilience in their organization, and overcoming c

Software 105
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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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China’s Billion-Dollar Bet: Baidu’s $145M AI Fund Signals a New Era of AI Self-Reliance

Analytics Vidhya

The Divided Tech Landscape: U.S.-China Decoupling and the Rise of Generative AI The race for dominance in the field of artificial intelligence (AI) intensifies as the U.S.-China decoupling shapes the tech landscape. One particular area gaining momentum is generative AI, which involves transforming text into various forms of content. China, in its quest to reduce […] The post China’s Billion-Dollar Bet: Baidu’s $145M AI Fund Signals a New Era of AI Self-Reliance appeared first o

Analytics 284
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10 Jupyter Notebook Tips and Tricks for Data Scientists

KDnuggets

Unlock the full potential of Jupyter Notebook with expert tips and techniques, including time-saving shortcuts, powerful magic functions, and advanced features, to boost your productivity.

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A Playbook to Scale MLOps

KDnuggets

MLOps teams are pressured to advance their capabilities to scale AI. We teamed up with Ford Motors to explore how to scale MLOps within an organization and how to get started.

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How to Use Chi Square to Fuel A/B Test?

Analytics Vidhya

Introduction You may have heard that “Customer is King“ This is because the customer decides which product will stay and which will not. Whether marketers treat a customer as a ‘King‘ or not, he is always a ‘King’ He has the money the marketers want. He is not going to give that away for free. […] The post How to Use Chi Square to Fuel A/B Test?

Testing 283
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Merck Life Sciences banks on RPA to streamline regulatory compliance

CIO Business Intelligence

The pharmaceutical industry is a highly regulated one, especially for multinationals doing business across the globe. The regulatory process for pharmaceutical firms involves complex activities linked to various value chains — collecting data, applying for the right license, generating supporting documents for submission, and supply chain operations — that aid in the timely tracking of orders and the smooth passage of customs in respective nations, depending on the regulations involved.

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zPod, India’s First AI-Driven Autonomous Vehicle

Analytics Vidhya

Bengaluru-based start-up Minus Zero is making waves in the field of autonomous vehicles with the unveiling of India’s first AI-powered self-driving vehicle. The fully-electric prototype, called zPod, showcases impressive capabilities and aims to redefine mobility through cutting-edge technology. With a focus on affordability and advanced AI systems, Minus Zero’s zPod is poised to transform the […] The post zPod, India’s First AI-Driven Autonomous Vehicle appeared first on

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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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A Vision of Radical Networking Simplicity

CIO Business Intelligence

In networking today, complexity reigns. Tapping an app on a mobile device at home relies on many connections. Count them: the home Wi-Fi, the ISP, the Internet, a Domain Name System (DNS) provider, a content delivery network (CDN), applications distributed among multiple providers in multiple clouds, credit authentication companies, a private customer information database.

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Data Scientist’s Insights: Strategies for Innovation and Leadership

Analytics Vidhya

Introduction Welcome back to the success story interview series with a successful data scientist and our DataHour Speaker, Vidhya Chandrasekaran! In today’s data-driven world, data scientists play a crucial role in helping businesses make informed decisions by analyzing and interpreting data. With their expertise in statistics, machine learning, AI, and programming, they are able to […] The post Data Scientist’s Insights: Strategies for Innovation and Leadership appeared first

Strategy 277
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7 Mind-Blowing Ways Smart Homes Use Data to Save Your Money

Smart Data Collective

Big data technology is changing our lives in tremendous ways. One of the most significant changes has been the invention of smart homes. Market analysts expect that the market for smart homes will be $worth 581 billion by 2032. Think about this for a moment: what if your house could think for you? Better yet, what if it could think about you? Imagine a world where your home understands your habits, preferences, and even your routine, then uses this information to cut costs and save you money.

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OpenAI’s Groundbreaking Solution: Ensuring AI Models’ Logic and Eliminating Hallucinations

Analytics Vidhya

AI models have advanced significantly, showcasing their ability to perform extraordinary tasks. However, these intelligent systems are not immune to errors and can occasionally generate incorrect responses, often referred to as “hallucinations.” Recognizing the significance of this issue, OpenAI has recently made a groundbreaking discovery that could make AI models more logical.

Modeling 271
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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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Aaand the New NiFi Champion is…

Cloudera

On May 3, 2023, Cloudera kicked off a contest called “Best in Flow” for NiFi developers to compete to build the best data pipelines. This blog is to congratulate our winner and review the top submissions. On the verge of the release of NiFi 2.0, Cloudera VP of Engineering and NiFi founder Joe Witt, joined by principal committers Mark Payne and Matt Gillman, addressed the global community via a virtual event dubbed “ Meet the Committers.

Testing 73
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Breaking Down Social Bias in Artificial Intelligence Algorithms for Cardiovascular Risk Assessment

Analytics Vidhya

Cardiovascular disease (CVD) prevention is crucial for identifying at-risk individuals and providing timely intervention. However, traditional risk assessment models like the Framingham Risk Score (FRS) have shown limitations, particularly in accurately estimating risk for socioeconomically disadvantaged populations. Hence, researchers are now exploring the potential of artificial intelligence (AI) and machine learning (ML) algorithms to improve […] The post Breaking Down Social Bias in Ar

Risk 271
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7 steps for managing the work order process

IBM Big Data Hub

Work orders are the driving force behind any organization’s asset management apparatus. Whenever a person or entity submits a service request, the maintenance team that receives it must create a formal paper and/or digital document that includes all the details of maintenance tasks and outlines a process for completing the tasks. That document is called a work order.

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From Sci-Fi to Reality: Your AI’s Doppelgangers

Analytics Vidhya

Advancements in artificial intelligence (AI) have reached new heights, and the creation of AI-powered clones, known as avatars, is becoming a reality. Bloomberg Television anchor Tom Mackenzie experienced this technological marvel firsthand when interacting with his AI-powered twin, Avatar Tom. The potential of avatars extends beyond mere simulations, with various industries considering their implementation to […] The post From Sci-Fi to Reality: Your AI’s Doppelgangers appeared firs

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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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Introducing in-place version upgrades with Amazon MWAA

AWS Big Data

Today, AWS is announcing the availability of in-place version upgrades for Amazon Managed Workflow for Apache Airflow (Amazon MWAA). This enhancement allows you to seamlessly upgrade your existing Apache Airflow version 2.x environments to newer available versions while retaining the workflow run history and environment configurations. You can now take advantage of the latest capabilities of the Apache Airflow platform without having to create an entirely new Amazon MWAA environment.

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7 Text Classification Techniques for Any Scenario

Dataiku

Text classification consists in categorizing a text passage into several predefined labels. It is one of the most useful natural language processing (NLP) techniques and typical use cases include email routing, sentiment analysis of customer reviews, spam filtering, toxicity detection, etc. In practice, the circumstances may vastly differ from one use case to another.

IT 75
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5 Best Practices for Data Science Team Collaboration

KDnuggets

Five ways to help your data science team collaborate more effectively and ensure projects deliver real business value.

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Advanced patterns with AWS SDK for pandas on AWS Glue for Ray

AWS Big Data

AWS SDK for pandas is a popular Python library among data scientists, data engineers, and developers. It simplifies interaction between AWS data and analytics services and pandas DataFrames. It allows easy integration and data movement between 22 types of data stores, including Amazon Simple Storage Service (Amazon S3), Amazon Athena , Amazon Redshift , and Amazon OpenSearch Service.

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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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Revolutionizing Data Analysis with PandasGUI

KDnuggets

PandasGUI unleashes unprecedented simple and efficient data analysis.

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How to Analyze Data with Excel’s Pivot Tables (No Formulas Required!)

Depict Data Studio

In May 2023, I led a 45-minute session at Good Tech Fest about using pivot tables to analyze a dataset from start to finish. The conference recording wasn’t perfect — I got kicked out of the conference session midway, and again towards the end. The audio sounds funky; it sounds… mechanical? Static-y? Unfortunately the conference platform was glitchy for many, many sessions.

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The Best Is Not Always the Biggest

Paul Blogs on BI

I just got back from a recent trip to Egypt (my favorite place to visit) and although I was there to work on an excavation, I had 2 free days in Cairo. While I have visited the pyramids at Giza, Saqqara, Dashur many times, I had recently seen a YouTube documentary about the Giza plateau that focused on the huge cemetery of royal and noble tombs next to the Great pyramid of Khufu.

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Who’s paying your data integration tax?

CIO Business Intelligence

We’ve just wrapped up tax season in the United States and much of Europe. We all know that dealing with taxes can be a complicated and frustrating process, especially for those who have their own businesses or generate investment income. Though we know who’s paying your income taxes this April (sorry to rub it in: it’s you), we have to ask: Who’s paying your data integration tax?

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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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Rev 4 Conference Day 2: Embracing AI Leadership, Reinforcing Roles, and Reimagining Ethical AI

Domino Data Lab

The second and final day of the Rev 4 conference did not disappoint, delivering a rich tapestry of insights that dove deep into the heart of what drives AI innovations inside the world’s most sophisticated companies. As hundreds of eager current and future AI leaders crowded into the general session and breakouts, the speakers echoed many of the themes that played out in Rev's opening keynote by Domino Data Lab's CEO and co-founder, Nick Elprin.

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Enable complex row-level security in embedded dashboards for non-provisioned users in Amazon QuickSight with OR-based tags

AWS Big Data

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards, and share these with tens of thousands of users, both within QuickSight and embedded in your software as a service (SaaS) applications. QuickSight Enterprise edition started supporting nested conditions within row-level security (RLS) tags where you can combine AND and OR conditions to simplify multi-tenant access patterns.

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Using advanced scan settings in the IBM Cloud Security and Compliance Center

IBM Big Data Hub

Customers and users want the ability to schedule scans at the timing of their choice and receive alerts when issues arise, and we’re happy to make a few announcements in this area today: Scan frequency: Until recently, the IBM Cloud® Security and Compliance Center would scan resources every 24 hours, by default, on all of the attachments in an account.

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Three Benefits of a Single Source of Truth With Longview Tax?

Jet Global

Tax teams of multinational enterprises (MNEs) face increasing challenges to manage business and market risks effectively while reporting, as well as the shift of resources within companies. A recent survey by Ernst & Young sees compliance as a “do more with less” situation, with 95% of companies reallocating a portion of their tax and finance budget away from routine activities like tax compliance to strategic activities like tax policy, planning, and controversy.

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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.