Sat.Jul 31, 2021 - Fri.Aug 06, 2021

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What is a Data Mesh?

DataKitchen

The data mesh design pattern breaks giant, monolithic enterprise data architectures into subsystems or domains, each managed by a dedicated team. With an architecture comprised of numerous domains, enterprises need to manage order-of-operations issues, inter-domain communication, and shared services like environment creation and meta-orchestration. A DataOps superstructure provides the foundation to address the many challenges inherent in operating a group of interdependent domains.

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Hyperparameter Tuning Of Neural Networks using Keras Tuner

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In neural networks we have lots of hyperparameters, it is. The post Hyperparameter Tuning Of Neural Networks using Keras Tuner appeared first on Analytics Vidhya.

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The Role of Model Governance in Machine Learning and Artificial Intelligence

Domino Data Lab

In the world of machine learning (ML) and artificial intelligence (AI), governance is a lifelong pursuit. All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. As such, model governance needs to be applied to each model for as long as it’s being used.

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How to Win New Business with External Data

TDAN

Increasingly, external data (alternative data, public data, open data – call it what you want) is being called the “secret sauce” of driving advanced analytics, developing machine learning and AI capabilities, enriching existing models, and delivering unrealized insights to every part of your organization. The difficulty in connecting to this data is top of mind for […].

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Building a Modern Data Architecture for the 2020s

DataKitchen

The post Building a Modern Data Architecture for the 2020s first appeared on DataKitchen.

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Let’s Understand All About Data Wrangling!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data- a world-changing gamer is a key component for all. The post Let’s Understand All About Data Wrangling! appeared first on Analytics Vidhya.

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Big Data Modeling Improves Business Intelligence

TDAN

Through big data modeling, data-driven organizations can better understand and manage the complexities of big data, improve business intelligence (BI), and enable organizations to benefit from actionable insight. Big data modeling is an extension of data modeling, a practice adopted by many areas of Information Technology (IT), used to better understand enterprise data resources.

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Dataiku Series E: Unleashing Everyday AI

Dataiku

“AI is starting to deliver on its potential” — it feels like years that people have been singing variations of this refrain, doesn’t it? And while organizations have come a long way with AI, I don’t think we’ve even scratched the surface when it comes to business potential with and value from AI. That’s why today, we’re proud to announce a $400 million Series E funding round that will allow Dataiku to unleash Everyday AI within exponentially more organizations around the world.

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Effective Data Visualization Techniques in Data Science Using Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Data Visualization Data Visualization techniques involve the generation of graphical or. The post Effective Data Visualization Techniques in Data Science Using Python appeared first on Analytics Vidhya.

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The Massive Importance of UX Design for Data-Driven Online Businesses

Smart Data Collective

Data-driven organizations are always looking for smarter ways to reach their customers. One of the biggest benefits of using big data in 2021 is improving customer engagement. Online businesses have discovered that big data can be a powerful asset when they want to boost their conversion rates. A good UX design that is predicated on big data is essential to the success of every business online.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Choosing Your Upgrade or Migration Path to Cloudera Data Platform

Cloudera

In our previous blog, we talked about the four paths to Cloudera Data Platform. . In-place Upgrade. Sidecar Migration. Rolling Sidecar Migration. Migrating to Cloud. If you haven’t read that yet, we invite you to take a moment and run through the scenarios in that blog. The four strategies will be relevant throughout the rest of this discussion. Today, we’ll discuss an example of how you might make this decision for a cluster using a “round of elimination” process based on our decision workflow.

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Embedded Foodservice Analytics Feed Users’ Need for Data

Sisense

Blog. COVID-19 is a huge data story in many ways, and food delivery analytics are a big part of that. Online food ordering in 2020 hit $115 billion globally and could reach nearly $127 billion in 2021 according to an April 2021 report. For much of the pandemic, and through to today, diners switched from sit-down dining to takeout and delivery, a decision based as much on consumer access to data (like local infection rates) as local mandates that saw many restaurants unable to seat large numbers

Analytics 119
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Data Types in Python You Need to know at the Beginning of your Data Science Journey

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, you’ll learn about Python Data Types and. The post Data Types in Python You Need to know at the Beginning of your Data Science Journey appeared first on Analytics Vidhya.

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Guide to Recover a Corrupted Video File With Machine Learning

Smart Data Collective

Machine learning technology has profoundly impacted the IT sector. A growing number of IT professionals are using new tools that rely on advanced machine learning algorithms to complete some of the tasks they are charged with. One task that has been revamped with machine learning technology is data recovery. You can use machine learning to identify the files that were accidentally deleted much more easily and make sure they are adequately restored.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Replace and Boost your Apache Storm Topologies with Apache NiFi Flows

Cloudera

Recently, I worked with a large fortune 500 customer on their migration from Apache Storm to Apache NiFi. If you’re asking yourself, “Isn’t Storm for complex event processing and NiFi for simple event processing?”, you’re correct. A few customers chose a complex event engine like Apache Storm for their simple event processing, even when Apache NiFi is the more practical choice, cutting drastically down on SDLC (software development lifecycle) time.

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None Shall Pass! Are Your Database Standards Too Rigid?

TDAN

Rigidly adhering to a standard, any standard, without being reasonable and using your ability to think through changing situations and circumstances is itself a bad standard. I guess I should quickly define what I mean by a “database standard” for those who are not aware. Database standards are common practices and procedures that are documented and […].

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A Guide To Complete Statistics For Data Science Beginners!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Source Introduction: In this article, we will learn all the important. The post A Guide To Complete Statistics For Data Science Beginners! appeared first on Analytics Vidhya.

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Learning at 200mph – IndyCar Racing

DataRobot

“Winning at 200mph” is the theme for DataRobot’s amazing and unique sponsorship of an Andretti Autosports Indy race car driven by Robert Megennis. The 12-city series of events ranged from the streets of St. Petersburg, Florida, to downtown Toronto, to Portland International Raceway, with the season coming to its end at the Long Beach Grand Prix. Throughout 2021, I went on an adventure of traveling around the country to many racing events learning everything I could about the technology, the peop

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Minimizing Supply Chain Disruptions with Advanced Analytics

Cloudera

Minimizing Supply Chain Disruptions . January 2020 is a distant memory, but for most, the early days of the pandemic was a time that will be ingrained in memories for decades, if not generations. Over the last 18 months, supply chain issues have dominated our nightly news, social feeds and family conversations at the dinner table. Some but not all have stemmed from the pandemic. .

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The Role of Model Governance in Machine Learning and AI

Domino Data Lab

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Getting Started With Object Tracking Using OpenCV

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction OpenCV is a great tool to play with images and. The post Getting Started With Object Tracking Using OpenCV appeared first on Analytics Vidhya.

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Humans and AI: How Should You Talk About AI? Be Positive or Give Warnings?

DataRobot

There’s a saying, “If you can’t say something nice, don’t say anything at all.” Is there too much hype about AI or too much doomsaying? AI Hype. In 2019, Utah struck a deal with Banjo, a threat detection firm selling AI services to process live traffic feeds, dispatch logs, and other data. Banjo claimed to use software that automatically detected anomalies to help law enforcement solve crimes and respond faster.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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The Foundations of a Modern Data-Driven Organisation: Gaining a Clear View of the Customer

Cloudera

Today’s organizations face rising customer expectations in a fragmented marketplace amidst stiff competition. This landscape is one that presents opportunities for a modern data-driven organization to thrive. At the nucleus of such an organization is the practice of accelerating time to insights, using data to make better business decisions at all levels and roles.

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Business Intelligence Trends: Pathway to Command Future

FineReport

Emerging technologies are changing the way companies collect and extract available insights from data. More and more companies use data to drive their decisions. This makes cutting-edge analysis and business intelligence strategies one of the best advantages companies can have. The more you know about business intelligence trends, the more accurate decision-making you will make.

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Edge & Contour Detection – An application of Computer Vision

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon The focus of Computer vision is surrounded by the extraction of. The post Edge & Contour Detection – An application of Computer Vision appeared first on Analytics Vidhya.

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The BI Fabric Baby Is Slowly But Surely Growing Up

Boris Evelson

Multiple BI platforms in an enterprise are here to stay. Respondents to an informal social media survey that I’ve been running for the last couple of years report that 25% organizations use 10 or more business intelligence (BI) platforms, 61% organizations use 4 or more and 86% organizations 2 or more (anecdotal evidence based on […].

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Accelerating Insight and Uptime: Predictive Maintenance

Cloudera

Historically, maintenance has been driven by a preventative schedule. Today, preventative maintenance, where actions are performed regardless of actual condition, is giving way to Predictive, or Condition-Based, maintenance, where actions are based on actual, real-time insights into operating conditions. While both are far superior to traditional Corrective maintenance (action only after a piece of equipment fails), Predictive is by far the most effective.

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Business Intelligence for Marketing: Offer Efficient Work

FineReport

Business intelligence for marketing is the application of business intelligence in the field of marketing, allowing marketers to collect data, debugging data and processing it out through enterprise resource planning and company strategy. How BI can be applied to marketing? With the rapid development of Internet and changes of IT technology, marketing becomes a data-driven industry which requires fast data processing and intuitive demonstration.

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Image Classification Using CNN -Understanding Computer Vision

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In computer vision, we have a convolutional neural network that. The post Image Classification Using CNN -Understanding Computer Vision appeared first on Analytics Vidhya.

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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.