Sat.Dec 14, 2019 - Fri.Dec 20, 2019

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Data Architecture Movements in 2020

TDAN

Data is commonly referred to as the new oil, a resource so immensely powerful that its true potential is yet to be discovered. We haven’t achieved enough with data research and other statistical modeling techniques to be able to see data for what it truly is and even our methods of accruing data are rudimentary […].

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5 Benefits a Company Gets with Business Intelligence On Board

ScienceSoft

Explore 5 important benefits of a BI solution and see how a company can make good use of them.

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An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP

Analytics Vidhya

Overview Neural fake news (fake news generated by AI) can be a huge issue for our society This article discusses different Natural Language Processing. The post An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP appeared first on Analytics Vidhya.

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AI is computer science disguised as hard work

O'Reilly on Data

Roger Magoulas recently sat down with Rob Thomas and Tim O’Reilly to discuss Thomas’s AI framework called the AI Ladder, which, according to his recent paper , is a framework that describes “the increasing levels of analytic sophistication that lead to, and buttress, a thriving AI environment.” Thomas notes both in his paper and in a recent keynote discussion he had with O’Reilly that “there is no AI without IA [information architecture].

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Accelerate Your Business Performance With Modern IT Reports

datapine

As in many other industries, the information technology sector faces the age-old issue of producing IT reports that boost success by helping to maximize value from a tidal wave of digital data. While integral to organizational success and development, without the ability to gain actionable insights from your most important data, IT reporting could be considered somewhat of a fruitless exercise.

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Interpretability part 3: LIME and SHAP

KDnuggets

The third part in a series on leveraging techniques to take a look inside the black box of AI, this guide considers methods that try to explain each prediction instead of establishing a global explanation.

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Machine Learning Algorithm Cheatsheet

Data Science 101

The fine folks at Microsoft have put together an excellent Single Page Cheatsheet for Azure Machine Learning Algorithms. It is very helpful for Azure, but it is also helpful for understanding when and why to use a particular algorithm. Microsoft’s Azure Machine Learning Algorithm Cheat Sheet. Start in the large blue box, “What do you want to do?

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Friends of Juice: Jessica Walker

Juice Analytics

Juice wouldn’t be the successful company that it is today without our friends who have championed our mission and expanded our network. We have identified several of Juice’s closest friends and advocates and we want to introduce them to you! Meet Jessica Walker, the CEO of Care Sherpa! For over 14 years, Jessica has been consulting with health care organizations and providers to support patient and employee engagement strategies with demonstrated financial and quality improvement impact.

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The 4 fastest ways not to get hired as a data scientist

KDnuggets

Ready to try to get hired as a data scientist for the first time? Avoiding these common mistakes won’t guarantee an offer, but not avoiding them is a sure fire way for your application to be tossed into the trash bin.

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20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019

Analytics Vidhya

Introduction High-quality machine learning and deep learning content – that’s the piece de resistance our community loves. That’s the peg we hang our hat. The post 20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019 appeared first on Analytics Vidhya.

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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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Is Predictive Analytics Revealing Unexplored eCommerce Niches?

Smart Data Collective

Predictive analytics is one of the biggest disruptive technologies shaping the eCommerce industry. IQLECT published an article on this last year titled The Importance of Predictive Analytics for E-commerce Stores. The article pointed out that companies have lagged implementing predictive analytics technology, due to cost and complexity concerns. However, this has changed as new AI technology has become more widely available.

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4 Ways GL Wand Helps You Meet Tight Deadlines with SAP Reporting

Jet Global

SAP is one of the world’s largest tech companies, but that doesn’t mean it excels in all areas. Take SAP reporting as an example. The tools that come built into the ERP make reporting possible, but they miss the mark when it comes to finance. Some of the most common complaints relate to the fact that the SAP financial reporting process is confusing and cumbersome, often requiring help from the IT team.

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Automatic Text Summarization in a Nutshell

KDnuggets

Marketing scientist Kevin Gray asks Dr. Anna Farzindar of the University of Southern California about Automatic Text Summarization and the various ways it is used.

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Decoding the Best Machine Learning Papers from NeurIPS 2019

Analytics Vidhya

Introduction NeurIPS is THE premier machine learning conference in the world. No other research conference attracts a crowd of 6000+ people in one place. The post Decoding the Best Machine Learning Papers from NeurIPS 2019 appeared first on Analytics Vidhya.

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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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Top 10 Free and Open Source Reporting Tools

FineReport

In this article, I review some of the top free and open source reporting tools. These reporting tools have many advantages: low cost, meeting basic reporting needs, having a dedicated discussion board to solve user problems… 1.FineReport. FineReport is a reporting tool that is free for personal use, without time and function limits. From FineReport.

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How DataRobot Supports Santa’s Workshop to Optimize Operations and Improve Service

DataRobot

We recently concluded our AI Experience roadshow with a special regional session in Lapland. We have been lucky to hear from an impressive lineup of generous customer speakers globally. Lapland was no exception. One such customer is the lesser known and famously discreet Santa’s Workshop, a global private philanthropic conglomerate, with vast operations in manufacturing, consumer packaged goods, and logistics.

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Alternative Cloud Hosted Data Science Environments

KDnuggets

Over the years new alternative providers have risen to provided a solitary data science environment hosted on the cloud for data scientist to analyze, host and share their work.

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The difference between DataOps and DevOps and other emerging technology practices.

IBM Big Data Hub

The expectation to achieve faster results continues to rise. Businesses everywhere are looking for ways to improve their operational efficiency and effectiveness to enable the best decision-making. The need to optimize typically comes to a head with the reality that there are many silos within any company.

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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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16 Jenis Grafik Terpopuler untuk Visualisasi Data

FineReport

Di era ledakan informasi ini, semakin banyak data yang perlu dikelola. Namun demikian, data padat ini seringkali tidak fokus dan tidak mudah dibaca. Sehingga kita membutuhkan visualisasi data untuk membuat data lebih mudah dipahami dan diterima. Sebaliknya, visualisasi lebih bersifat intuitif dan penuh makna, dan sangatlah penting untuk menggunakan grafik yang tepat untuk memvisualisasi suatu data.

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Data Science Fails: Ignoring Business Rules and Expertise

DataRobot

There is a saying in science and statistics, “ Correlation does not imply causation.” While records of this phrase go back to the 1880s, it has become more popular and widely used since the 1990s. The phrase cautions against concluding that one event causes another based solely upon observed data, without the use of rigorously designed experiments. For example, the chart below shows the historical relationship between the number of Japanese cars sold in the USA versus the number of suicides caus

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Industry AI, Analytics, Machine Learning, Data Science Predictions for 2020

KDnuggets

Predictions for 2020 from a dozen innovative companies in AI, Analytics, Machine Learning, Data Science, and Data industry.

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Watch the 2020 Data Science Trend Report

Dataiku

What will be the hottest data science, machine learning, and AI trends in the new decade? Was 2019 really the year of NLP? Will we see more or less of deep learning and reinforcement learning in 2020? How will the latest developments in quantum computing and cloud-based software change the lives and work of data scientists , and those of everyone else?

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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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How Do Super Rookies Start Learning Data Analysis?

FineReport

For super rookies, the first task is to understand what data analysis is. Data analysis is a type of knowledge discovery that gains insights from data and drives business decisions. From Google. There are two points here. One is how to gain insights from the data. Data is cold and can’t speak. Professional data analysts must have a wealth of business knowledge in order to know from the data what has happened and what is about to happen.

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BI Trends 2020: Rise of the Niche Cloud

Sisense

Blog. Building a data-driven business includes choosing the right software and implementing best practices around its use. Our Business Perspectives help you make smarter decisions no matter where you are in your analytics journey. Building analytics today to change tomorrow. History is as important to the future as the new ideas that will build it.

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Google’s New Explainable AI Service

KDnuggets

Google has started offering a new service for “explainable AI” or XAI, as it is fashionably called. Presently offered tools are modest, but the intent is in the right direction.

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Marie Kondo Has Some Advice for Your Dashboard

Juice Analytics

In our workshops on data storytelling, dashboard design, and data visualization, we are always emphasing the need to simplify. Less is more. Who else believes in “less is more?” Well, Marie Kondo , of course. Kondo is the reigning guru of tidying-up and host of the Netflix show Tidying Up with Marie Kondo. I wondered whether we could apply Kondo’s 6 Rules of Tidying Up to the hard work of communicating with data.

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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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ALMA Observatory: Building a Revolutionary Data Science Culture

Dataiku

Every astronomer knows the critical importance of good data, but few observatories have recognized the importance of applying good data science to their operations.

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Alat Pelaporan Excel Terbaik 2019 yang Melampaui Jauh Excel

FineReport

Microsoft Excel adalah perangkat lunak perkantoran yang paling populer. Banyak perusahaan menggunakannya setiap hari untuk menangani data. Tetapi orang-orang yang sering berurusan dengan laporan tahu bahwa sangat sulit untuk menggunakan Excel sebagai alat pelaporan. Untungnya, dengan munculnya alat pelaporan excel, Anda tidak perlu menghabiskan waktu berjam-jam untuk belajar bagaimana membuat alat pelaporan interaktif di Excel.

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Let’s Build an Intelligent Chatbot

KDnuggets

Check out this step by step approach to building an intelligent chatbot in Python.

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A Quick Introduction to Vanilla Neural Networks

Insight

Get the theory behind neural networks straight once and for all! A 2-layer “vanilla” Neural Network. Lauren Holzbauer was an Insight Fellow in Summer 2018. In my last post , we went back to the year 1943, tracking neural network research from the McCulloch & Pitts paper , “ A Logical Calculus of Ideas Immanent in Nervous Activity ” to 2012, when “ AlexNet ” became the first CNN architecture to win the ILSVRC.

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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.