Mon.Sep 18, 2023

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The Creative Potential of Normalizing Flows in Generative AI

Analytics Vidhya

Introduction Generative AI, with its remarkable ability to create data that closely resembles real-world examples, has garnered significant attention in recent years. While models like GANs and VAEs have stolen the limelight, a lesser-known gem called “Normalizing Flows” in generative AI has quietly reshaped the generative modeling landscape.

Modeling 355
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Hands-On with Supervised Learning: Linear Regression

KDnuggets

If you're looking for a hands-on experience with a detailed yet beginner-friendly tutorial on implementing Linear Regression using Scikit-learn, you're in for an engaging journey.

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GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach

Analytics Vidhya

Introduction The fashion industry has not been left out and has been looking for ways to stay at the forefront of innovation to meet consumers’ ever-changing tastes and preferences. If you are into fashion or are a fashion freak, you should consider the capability of stable diffusers. The Segmind API makes this possibility too easy. […] The post GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach appeared first on Analytics Vidhya.

Analytics 353
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The ‘Great Retraining’: IT upskills for the future

CIO Business Intelligence

Maggie Chavarin is no stranger to reinventing her career. She joined Synchrony more than a decade ago in a Merchants Services role that allowed her to be a work-from-home mom. When the timing was right, Chavarin honed her skills to do training and coaching work and eventually got her first taste of technology as a member of Synchrony’s intelligent virtual assistant (IVA) team, writing human responses to the text-based questions posed to chatbots.

IT 136
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Best First Search in Artificial Intelligence

Analytics Vidhya

Artificial intelligence has become a part of our lives and aids in our regular activities. Whether we talk about computers, gadgets, or other equipment, AI-based algorithm models are helpful in easing our tasks and time management. One such specific algorithm within the field of AI is Best First Search. It behaves like a smart explorer that […] The post Best First Search in Artificial Intelligence appeared first on Analytics Vidhya.

Modeling 336
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Python in Excel: This Will Change Data Science Forever

KDnuggets

You can now run Python code in Excel to analyze data, build machine learning models, and create visualizations.

More Trending

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Verizon accelerates 5G rollouts with automation platform

CIO Business Intelligence

For consumers and enterprises alike, 5G offers the tantalizing promise of faster speeds, lower latency, and greater possibilities for unlocking the power of edge computing — but only if your devices can connect. To that end, New York-based telecom giant Verizon has developed a platform for migrating millions of customers to its next-generation networks such as 5G, Cloud Connectivity, and Fixed Wireless Access — with minimal disruption.

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Top 10 AI Automation to Boost Your Productivity

Analytics Vidhya

In our fast-paced digital world, staying competitive and achieving success in various fields requires a careful balance of productivity and work-life harmony. Embracing the latest AI automation tools and technologies can significantly enhance productivity and enable us to excel in both our professional and personal lives. Let’s explore the top 10 AI automation tools that […] The post Top 10 AI Automation to Boost Your Productivity appeared first on Analytics Vidhya.

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iFoodDS and IBM forge new path to food safety with IBM Food Trust™

IBM Big Data Hub

Picture this: You’re at your local supermarket, eagerly exploring the fresh produce section. You carefully select a carton of ripe, juicy fresh-cut strawberries, envisioning them as the star ingredient in your weekend’s mouthwatering desserts. You’re all set to enjoy a delightful culinary adventure. But as you savor your first bite of a luscious strawberry shortcake, you receive a notification on your smartphone.

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Top 10 Data Science Startups in USA

Analytics Vidhya

Data science has emerged to be a promising field. Moving beyond the theoretical predictions of its ability to revolutionize human society, numerous startups have come forward to exhibit its immense potential. The article enlists top data science startups in USA. Top Data Science Startups in USA Startup Name Funding Amount No. of years Search Growth […] The post Top 10 Data Science Startups in USA appeared first on Analytics Vidhya.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Explore real-world use cases for Amazon CodeWhisperer powered by AWS Glue Studio notebooks

AWS Big Data

Many customers are interested in boosting productivity in their software development lifecycle by using generative AI. Recently, AWS announced the general availability of Amazon CodeWhisperer , an AI coding companion that uses foundational models under the hood to improve software developer productivity. With Amazon CodeWhisperer , you can quickly accept the top suggestion, view more suggestions, or continue writing your own code.

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Ensemble Learning Techniques: A Walkthrough with Random Forests in Python

KDnuggets

A practical walkthrough for random forests in Python.

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Empowering Data Preparation and BI Excellence: Using Dataiku and Google Cloud SQL

Dataiku

In the realm of data preparation and business intelligence (BI), the collaboration between Dataiku ( a Google Cloud Ready - Cloud SQL Partner ) and Google Cloud SQL presents a transformative opportunity for organizations seeking to optimize their data workflows and glean actionable insights. Dataiku's data preparation capabilities and Google Cloud SQL's efficient data storage and retrieval come together to streamline data processing and elevate BI initiatives.

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How to Identify Missing Data in Time-Series Datasets

KDnuggets

Using exploratory data analysis to wnderstand missing data gaps.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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The next wave of payments modernization: Minimizing complexity to elevate customer experience

IBM Big Data Hub

The payments ecosystem is at an inflection point for transformation, especially as we see the rise of disruptive digital entrants who are introducing new payment methods, such as cryptocurrency and central bank digital currencies (CDBC). With more choices for customers, capturing share of wallet is becoming more competitive for traditional banks. This is just one of many examples that show how the payments space has evolved.

Risk 69
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Backup Practices Could Cost You

Laminar Security

Do you know the data risks of your regular backup practices? Have you thought of the potential security ramifications of manual database dumps or S3 replication? If not, and even if you have, this is the post for you. I’ve previously discussed the risk of shadow data (those data stores you didn’t even know you had), and the team specifically dove into how versioning (a feature used to protect from accidental deletion) can unintentionally create shadow data.

Risk 128
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Oracle updates Fusion Cloud suites to aid healthcare firms

CIO Business Intelligence

Oracle has updated several applications within its various Fusion Cloud suites in order to align them toward supporting use cases for its healthcare enterprise customers. These updates, which include changes to multiple applications within its Enterprise Resource Planning (ERP), Human Capital Management (HCM), Enterprise Performance Management (EPM), and Supply Chain and manufacturing (SCM) Fusion Clouds, are expected to help healthcare enterprises unify operations and improve patient care, Orac

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How to Make Interactive Dashboards in Excel

Depict Data Studio

Want to make an interactive dashboard in Microsoft Excel? Interactive (a.k.a. dynamic) dashboards are a great option for technical audiences that have the time and interest to explore the data for themselves. They’ll look something like this: Interactive dashboards are easy to create — sort of. It depends on your existing skill level. You’ll need four pieces: A Clean, Contiguous Dataset (maybe stored as an Excel Table) Pivot Tables Pivot Charts Slicers Are you already using the

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Inside Intermax’s ambitious journey to be a sustainable cloud leader

CIO Business Intelligence

A fleet of green data centers and a well-advanced plan to stop using fossil-fuel powered vehicles are among the key steps driving Intermax’s mission to be the most sustainable cloud services provider in the Netherlands. Ludo Baauw – founder, corporate social responsibility lead and CEO of Intermax Group, sees firsthand the direct impact that sustainability initiatives have on the environment and biodiversity.

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IBM Connected Trade Platform helps power the digitization of trade and supply chain financing

IBM Big Data Hub

Today, we are seeing significant digital disruption in the business of trade and supply chain financing that is largely influenced by global events and geopolitics, changing regulations, compliance and control requirements, advancements in technology and innovation, and access to capital. When examining these disruptors more closely, it’s clear there are a wide variety of factors that can impact global trade and supply chain financing.

Finance 82
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How to establish secure AI+ business models

IBM Big Data Hub

Enterprise adoption of AI has doubled over the past five years, with CEOs today stating that they face significant pressure from investors, creditors and lenders to accelerate adoption of generative AI. This is largely driven by a realization that we’ve crossed a new threshold with respect to AI maturity, introducing a new, wider spectrum of possibilities, outcomes and cost benefits to society as a whole.