Sat.Apr 17, 2021 - Fri.Apr 23, 2021

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Statistics and Probability Concepts for Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Statistics is the grammar of Science. – Karl Pearson What. The post Statistics and Probability Concepts for Data Science appeared first on Analytics Vidhya.

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The Most Prominent Image Annotation Techniques And Their Use Cases

Dataconomy

Let’s forget some of the most complex Artificial Intelligent (AI) systems out there, such as those in self-driving cars, robotic arms, and more, for a while and just focus on the systems on our smartphones. Consider a comparatively simpler application like Google Lens, which uses computer vision for image annotation.

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Software infrastructure 2.0: a wishlist

Hacker News

Software infrastructure (by which I include everything ending with *aaS, or anything remotely similar to it) is an exciting field, in particular because (despite what the neo-luddites may say) it keeps getting better every year! I love working with something that moves so quickly. In the last few months, I've thought a lot about where it's going in the next 5-10 years and an wishlist has taken shape in my head.

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ALT Highlights – An Interview with Joelle Pineau

Machine Learning (Theory)

Welcome to ALT Highlights, a series of blog posts spotlighting various happenings at the recent conference ALT 2021 , including plenary talks, tutorials, trends in learning theory, and more! To reach a broad audience, the series will be disseminated as guest posts on different blogs in machine learning and theoretical computer science. John has been kind enough to host the first post in the series.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Beginners Guide to Threading in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Threading in Python- Make your code smarter Python is cool. The post Beginners Guide to Threading in Python appeared first on Analytics Vidhya.

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The Top 5 Industries That Can Benefit From Data Monetization

Dataconomy

Data monetization can be an effective tool for helping companies and sectors boost profits and keep consumers happy. Here are five of the industries that data monetization strategies could benefit the most. Music The music industry experienced a prolonged period of upheaval due in large part to streaming services’ popularity.

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Migrating Data to the Cloud: Things You Need to Know

Alation

Modern businesses have their heads in the clouds… not that they’re daydreaming. The pandemic has caused a major shift to work-from-home culture. The cloud supports this new workforce, connecting remote workers to vital data, no matter their location. Today, enterprises are migrating to the cloud at a brisk pace. But why migrate at all? How do you migrate?

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Machine Learning Basics For Data Science Enthusiasts

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Introduction to Machine Learning Basics Need of Machine Learning. The post Machine Learning Basics For Data Science Enthusiasts appeared first on Analytics Vidhya.

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Western Digital Ultrastar SN640 NVMe SSD equipped with RAIDIX ERA software ensures high performance and fault-tolerance – tests confirm

Dataconomy

The Western Digital Ultrastar® DC SN640 NVMe SSD is a mainstream NVMeTM SSD targeting broad deployment as boot, caching, or primary storage in data center IT and cloud environments. It is a popular and efficient storage solution for enterprise-scale tasks that require consistent quality of service and low latency for.

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Big Data Becomes Pivotal to the Construction Industry

Smart Data Collective

When you think about tech innovation, the construction sector probably doesn’t come to mind immediately. There’s a reason for that, as the industry has been hesitant to adopt new technologies for decades. That’s starting to change, though, and construction firms everywhere are embracing innovations like big data. Construction’s new interest in technology comes from necessity.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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All in the Data: Elements of a Data Strategy

The Data Administration Newsletter

I published an article a few months back that was titled Where Does Data Governance Fit in a Data Strategy (and other important questions). In the article, I quickly outlined seven primary elements of a data strategy as an answer to one of the “other important questions.” The list of elements I used in that […].

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You Cannot Miss These 8 Python Libraries

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Python is an all-time favorite language for beginners and aspiring. The post You Cannot Miss These 8 Python Libraries appeared first on Analytics Vidhya.

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The Role of OLAP in the Cloud Era

Dataversity

Click to learn more about author George Demarest. It is the nature of software engineers to quickly adopt new, superior algorithms, tools, and approaches while they quickly and unceremoniously jettison the old. The most positive result of these impulses is rapid and continuous innovation – which savvy business leaders can turn to their advantage. The […].

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Unlocking the power of data for wildlife conservation: An alliance between EarthRanger and Tableau Foundation

Tableau

Jordan Steward. Guest Author, Digital Content Manager, Vulcan Inc. Kristin Adderson. April 22, 2021 - 3:26am. April 22, 2021. Editor's note: This article originally appeared in Vulcan news. Rhino subadults are a lot like human teenagers: tracking and predicting their behavior can be difficult. In Zambia’s North Luangwa National Park, rangers study the map on their screen to see if there are any places they haven’t checked.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Study: Most Executives Consider Big Data Crucial but Lack Strategies

Smart Data Collective

Big data is having a tremendous impact on the future of modern business. Many business owners recognize its benefits, but fail to invest in it appropriately. Harvard Business Review Analytic Services recently published The State of Digital Adoption report on big data adoption in business, and its findings may surprise or even alarm many organizations and institutions.

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Beginners Guide to Automation in Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction The field of Data Science is growing by leaps and. The post Beginners Guide to Automation in Data Science appeared first on Analytics Vidhya.

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My Impostor Syndrome Stories (Guest Post by Susan Shu)

Eugene Yan

Even high achieving individuals experience impostor syndrome; here's how Susan learned to manage it.

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Visualizing racial disparities of COVID-19 to create a path toward equity

Tableau

Channing Nesbitt. Co-lead of Tableau Foundation’s Racial Justice Data Initiative. Kristin Adderson. April 23, 2021 - 2:55am. April 23, 2021. . COVID-19 has affected every person, in every corner of the world. But over a year into the pandemic, the way we understand the virus—through topline data on cases, hospitalizations, deaths, and now, finally, vaccinations—still obscures the deeper stories of the virus’ disproportionate impacts.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Understanding the Tremendous Benefits of IoT for Small Businesses

Smart Data Collective

IoT has evolved the technology and made many devices easier to control with actions such as voice commands or claps. Now, to find out how IoT has contributed in the culture of small businesses, let’s have a read! The Internet of Things (IoT) refers to the technology that has made wireless communication possible. The IoT refers to a network that connects devices and makes the data transfer task possible even without the usage of wires.

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Bring DevOps To Data Science With MLOps

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. MLOps is the intersection of Machine Learning, DevOps and Data. The post Bring DevOps To Data Science With MLOps appeared first on Analytics Vidhya.

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Why Graph Databases Are an Essential Choice for Master Data Management

Dataversity

Click to learn more about author Brian Platz. Within the Data Management industry, it’s becoming clear that the old model of rounding up massive amounts of data, dumping it into a data lake, and building an API to extract needed information isn’t working. It’s outdated, it’s clunky, and it was built for a different era. […]. The post Why Graph Databases Are an Essential Choice for Master Data Management appeared first on DATAVERSITY.

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Building a Data Governance Business Case

The Data Administration Newsletter

When it comes to executing a data governance strategy, there is no standard approach. Of course, there are common methods and tools, but it’s up to each company to decide how best to implement data governance initiatives to achieve the optimum business value, and who is best placed to take the lead. Some business leaders […].

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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3 Ways You Can Use Software to Improve Your Trading Decisions

Smart Data Collective

Trading is an exciting and often lucrative way of making money in the stock markets. Those with the requisite skillset can profit from price fluctuations with little more than their laptop and an internet connection. With that said, there is now a myriad of software and trading tools available to help you better evaluate patterns in trading data and spot profitable set-ups with ease.

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Mastering Exploratory Data Analysis(EDA) For Data Science Enthusiasts

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Step by Step approach to Perform EDA Resources Like. The post Mastering Exploratory Data Analysis(EDA) For Data Science Enthusiasts appeared first on Analytics Vidhya.

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How Will AI Impact the Transportation Industry?

Dataversity

Click here to learn more about Gilad David Maayan. Artificial intelligence (AI) is at the root of many new services and is helping to advance a wide range of technologies and fields. Transportation is one of these fields. When AI is applied, transportation can become faster, more efficient, more reliable, and safer. It enables drivers […]. The post How Will AI Impact the Transportation Industry?

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Using Predictive Analytics to Improve Employee Safety

The Data Administration Newsletter

Employee safety is not exactly a hot topic, nor is it a particularly interesting one. Naturally, it involves a lot of procedures and processes. It’s usually somewhat tedious for all parties involved, until a safety issue actually arises. At this point, all the old procedures will be given a good once-over. Enter predictive analytics, and […].

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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How is Mobile Intelligence Reshaping the Marketing Industry?

Smart Data Collective

Why mobile apps are now invincible parts and parcels of digital marketing strategy for brands worldwide, artificial intelligence (AI) continues to make unprecedented valuable contributions to help brands achieve their goals. The power of AI-powered mobile apps in digital marketing seems to have a far-reaching impact. AI as technology continues to evolve and get better along with mobile apps.

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20 Must-Know Pandas Function for Exploratory Data Analysis

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Exploratory Data Analysis(EDA) is an important component as well. The post 20 Must-Know Pandas Function for Exploratory Data Analysis appeared first on Analytics Vidhya.

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Visualizing racial disparities of COVID-19 to create a path toward equity

Tableau

Channing Nesbitt. Co-lead of Tableau Foundation’s Racial Justice Data Initiative. Kristin Adderson. April 23, 2021 - 2:55am. April 23, 2021. . COVID-19 has affected every person, in every corner of the world. But over a year into the pandemic, the way we understand the virus—through topline data on cases, hospitalizations, deaths, and now, finally, vaccinations—still obscures the deeper stories of the virus’ disproportionate impacts.

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Stepping into Web Data Parsing: An Overview

Dataversity

Click to learn more about author Juras Jurš?nas. As far as I can remember, the usefulness of online public data was always pitched against the efforts of extracting and structuring it. However, going from raw data to a well-structured and parsed output takes a considerable amount of time, effort, and resources. Even once the initial […]. The post Stepping into Web Data Parsing: An Overview appeared first on DATAVERSITY.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.