August, 2020

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Integrating Python in Power BI: Get the best of both worlds

Analytics Vidhya

Overview A demonstration of statistical analytics by Integrating Python within Power BI Share the findings using dashboards and reports Introduction Power BI is. The post Integrating Python in Power BI: Get the best of both worlds appeared first on Analytics Vidhya.

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What is Data Vault modeling and why do we need it?

Dataconomy

With the business world in a constant state of flux, flexibility is more important than ever for organisations of every stripe. Data-driven organisations have fared best; those with an enterprise data architecture that allows them to understand change and adapt to the volatility of current markets and supply changes are. The post What is Data Vault modeling and why do we need it?

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Patterns of Distributed Systems

Hacker News

Over the last few months, my colleague Unmesh Joshi has been running workshops to teach developers about distributed systems design. In this work he's been delving into many open-source distributed systems and identifying patterns. As he writes them up, he's publishing the patterns on my site. Today he's publishing an initial narrative article that ties the first batch of patterns together, and two of these patterns: Heartbeat and Generation Clock.

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How Big Data has Redefined the Legal Industry

Smart Data Collective

Rooted in Greek civilization, law is one of the world’s oldest professions, and for all these years, particularly in America, has been steadfast in its commitment to justice for all, and as a way to change things for the better. American lawyer Clarence Darrow, once said, “Justice has nothing to do with what goes on in a courtroom; Justice is what comes out of a courtroom.”.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Unpopular Opinion: Data Scientists Should be More End-to-End

Eugene Yan

Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience

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Alation and Manta: Automating Advanced Data Lineage

Alation

The post Alation and Manta: Automating Advanced Data Lineage appeared first on Alation.

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Every deal in professional sports is based on data

Dataconomy

Professional sports lend themselves really well to economic calculations – players, coaches, and agents act similarly to the hypothetical, rational decision-makers in economic models. While this data may seem complex or hard to obtain, it’s actually all readily available online – you just need to know where to look, how. The post Every deal in professional sports is based on data appeared first on Dataconomy.

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Infuse your Tableau dashboard with real-world AI and machine learning from Aible

Tableau

Tanna Solberg. August 31, 2020 - 11:57pm. December 7, 2021. By Dylan Steeg , VP of Business Development at Aible, and Riley Maris , Partner Marketing Manager, Tableau. Leverage machine learning models in Tableau with the Aible dashboard extension. Artificial intelligence (AI) represents the next step in unlocking value from data. AI can not only enable enterprises to better understand current business conditions, but also to predict what will happen in the future and take actions based on those

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Productivity Vs. Privacy: What Data Do Businesses Gather From Remote Staff?

Smart Data Collective

Since businesses made the shift to remote work at the start of the pandemic, they’ve faced a lot of unexpected questions and circumstances and solved a lot of problems on the fly. It’s been hard, but overall, they’ve done a remarkable job. There’s one area, however, where businesses have largely floundered: remote monitoring. Remote monitoring includes a wide range of functions, from offsite data collection to key tracking tools and even video-based monitoring, and though some of these tools are

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Embrace Beginner's Mind; Avoid The Wrong Way To Be An Expert

Eugene Yan

How not to become an expert beginner and to progress through beginner, intermediate, and so on.

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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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Stopping phishing campaigns with bash

Christian Haschek

A few days ago my wife got a text message that was obviously a bad phishing attempt !

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Web Scraping using Selenium with Python!

Analytics Vidhya

Introduction: – Machine learning is fueling today’s technological marvels such as driver-less cars, space flight, image, and speech recognition. However, one Data Science professional. The post Web Scraping using Selenium with Python! appeared first on Analytics Vidhya.

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AI is Making BI Obsolete, and Machine Learning is Leading the Way

Dataconomy

BI can help you start making sense of your data, but it still expects you to do the heavy lifting when it comes to finding insights. Building predictive models that can cut down your decision time and offer better insights is a must, but achieving them sounds impossible. So, why. The post AI is Making BI Obsolete, and Machine Learning is Leading the Way appeared first on Dataconomy.

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Infuse your Tableau dashboard with real-world AI and machine learning from Aible

Tableau

Tanna Solberg. August 31, 2020 - 11:57pm. December 7, 2021. By Dylan Steeg , VP of Business Development at Aible, and Riley Maris , Partner Marketing Manager, Tableau. Leverage machine learning models in Tableau with the Aible dashboard extension. Artificial intelligence (AI) represents the next step in unlocking value from data. AI can not only enable enterprises to better understand current business conditions, but also to predict what will happen in the future and take actions based on those

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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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Data Analytics Is Vital To Digital Marketing Training During Pandemic

Smart Data Collective

Digital marketing is becoming more important during the pandemic. One study in the UK found that 65% of consumers increased spending during the crisis. Companies are investing more in digital marketing to respond to changing consumer behavior. Unfortunately, they have also found it difficult to train employees. Fortunately, new data analytics advances can help.

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What I Did Not Learn About Writing In School

Eugene Yan

Surprising lessons I picked up from the best books, essays, and videos on writing non-fiction.

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No More Excuses: Lazy Load Your Images

Victor Zhou

If you’re anything like me, you’ve been putting off lazy loading images on your website(s) for a long time. You’ve always known it was possible (recommended, even), but over time you’ve gotten good at coming up with “reasons” not to do it: How can this be a performance optimization if I’m adding code There are too many lazy loading libraries, I’d probably make the wrong choice anyways In this day and age who still cares about bandwidth… not me, and certainly not my users I’ll do it tomorrow You’

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Analysing Streaming Tweets with Python and PostgreSQL

Analytics Vidhya

Introduction We are aware of the massive amounts of data being produced each day. This humungous data has lots of insights and hidden trends. The post Analysing Streaming Tweets with Python and PostgreSQL appeared first on Analytics Vidhya.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Online events for Data Scientists that you can’t miss this autumn

Dataconomy

It looks like the digital form of communication is here to stay for a while. Still, there are lots of opportunities for Data Scientists and data-driven professionals to meet, collaborate, network, and think about their next career move. Here is the list of online events that are worth attending to. The post Online events for Data Scientists that you can’t miss this autumn appeared first on Dataconomy.

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Detecting a Language of Text with Google’s Language Detection Algorithm

learn data science

Photo by Dmitry Ratushny on Unsplash Recently, I encountered a situation where I wanted to label a language for each of the blog posts I have published in the past. As you might have known, I sometimes publish my blog posts in English and sometimes in Japanese. Instead of manually labeling each post as either English or Japanese, I wanted to do it automatically.

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Real Estate and Big Data: A Match Made in Heaven?

Smart Data Collective

It’s easy to draw correlations between big data and certain areas of the business world. For example, it makes sense that a tech company would leverage big data, or that a software company would use it to develop a cutting edge SaaS offering. But in real estate, does big data really have a place at the table? Those inside the industry would say yes – and resoundingly so!

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Adding a Checkbox & Download Button to a FastAPI-HTML app

Eugene Yan

Updating our FastAPI app to let users select options and download results.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Keras for Beginners

Victor Zhou

Keras is a simple-to-use but powerful deep learning library for Python. This 3-post series, written for beginners, provides a simple way for anyone to get started solving real machine learning problems. We’ll start with an introduction to classic Neural Networks for complete beginners before delving into two popular variants: Recurrent Neural Networks (RNNs) and Convolutional Neural Networks (CNNs).

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Building Sales Prediction Web Application using Machine Learning Dataset

Analytics Vidhya

Introduction There are a lot of resources on the internet about finding insights and training models on machine learning datasets however very few articles. The post Building Sales Prediction Web Application using Machine Learning Dataset appeared first on Analytics Vidhya.

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FREE GUIDE: Do You Need a Data Science Team, Platform, or Service?

Dataconomy

To guide your company towards success, leaders need a clear idea of what’s around the corner. It’s not enough to analyze what happened in the past. You need to know what the future holds. And that means data science-backed predictive models. More data science doesn’t always mean more data scientists, though. The post FREE GUIDE: Do You Need a Data Science Team, Platform, or Service?

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Focus Areas for Data Governance: Data Quality

The Data Governance Institute

This type of program typically comes into existence because of issues around the quality, integrity, or usability of data. It may be sponsored by a Data Quality group or a business team that needs better quality data. (For example: Data Acquisition or Mergers & Acquisitions.) These types of programs almost always involve Data Quality software, which may be used by business staff, technical staff, Data Stewards, Data Governance teams, or others.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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5 Amazing Benefits Of Big Data For Business Owners In 2020

Smart Data Collective

The big data market is exploding. According to Markets and Markets, it will be worth $229 billion in the next five years. Despite the rapid evolution of big data, many small businesses are overlooking its benefits. You should not make this mistake. You should consider the vast benefits of big data and invest in it accordingly. Why Small Businesses Overlook Big Data (And Should Start Embracing it).

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NLP for Supervised Learning - A Brief Survey

Eugene Yan

Examining the broad strokes of NLP progress and comparing between models

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Keras for Beginners: Implementing a Recurrent Neural Network

Victor Zhou

Keras is a simple-to-use but powerful deep learning library for Python. In this post, we’ll build a simple Recurrent Neural Network (RNN) and train it to solve a real problem with Keras. This post is intended for complete beginners to Keras but does assume a basic background knowledge of RNNs. My introduction to Recurrent Neural Networks covers everything you need to know (and more) for this post - read that first if necessary.

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6 Top Tools for Analytics and Business Intelligence in 2020

Analytics Vidhya

Overview Analytics and Business Intelligence provide comprehensible view of the company and derive actionable insights. We’ll discuss 6 top business intelligence tools that you. The post 6 Top Tools for Analytics and Business Intelligence in 2020 appeared first on Analytics Vidhya.

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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.