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 354
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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.

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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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Ensemble Learning Techniques: A Walkthrough with Random Forests in Python

KDnuggets

A practical walkthrough for random forests in Python.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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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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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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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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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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How to Identify Missing Data in Time-Series Datasets

KDnuggets

Using exploratory data analysis to wnderstand missing data gaps.

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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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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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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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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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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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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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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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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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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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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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Data Talks, CFOs Listen: Why Analytics Is The Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.

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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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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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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.