Mon.Apr 12, 2021

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5 perspectives on modern data analytics

CIO Business Intelligence

Some things don't change, even during a pandemic. Consistent with previous years, in CIO’s 2021 State of the CIO survey, a plurality of the 1,062 IT leaders surveyed chose “data/business analytics” as the No.1 tech initiative expected to drive IT investment. Unfortunately, analytics initiatives seldom do nearly as well when it comes to stakeholder satisfaction.

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Probability Theory Basics in Machine Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Machine Learning is a very interesting branch of Artificial Intelligence. The post Probability Theory Basics in Machine Learning appeared first on Analytics Vidhya.

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Process Mining: Improve Execution and Operations with Analytics

David Menninger's Analyst Perspectives

Process-mining software isn’t exactly new, but it’s also not widely known in the software technology market. The discipline has been around for at least a decade, but is generating more interest these days with both specialist vendors and major enterprise software vendors offering process-mining products and services. We assert that through 2022, 1 in 4 organizations will look to streamline their operations by exploring process mining.

Analytics 257
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A Gentle Introduction to PyTorch Library for Deep Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The following tutorial assumes some basic knowledge about Python programming. The post A Gentle Introduction to PyTorch Library for Deep Learning appeared first on Analytics Vidhya.

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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.

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Reasons Data Science Consultants Can Be Excellent Investments

Smart Data Collective

There’s a lot of data out there, even for businesses that use relatively limited data sets for niche industries. Now that so many companies have tons of data to sift through before they can make informed decisions, lots of organizations are turning to data science consultants. A data science consultant is a specialist that knows how and where to sift through mountains of data for the good stuff that allows you to make smart decisions and take advantage of all the information provided by your cus

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Evaluating Machine Learning Models using Hyperparameter Tuning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview This paper focuses on evaluating the machine learning models. The post Evaluating Machine Learning Models using Hyperparameter Tuning appeared first on Analytics Vidhya.

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How To Create An Aggregation Pipeline In MongoDB

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction MongoDB is a free open-source No-SQL document database. It. The post How To Create An Aggregation Pipeline In MongoDB appeared first on Analytics Vidhya.

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The Key to Unlocking IT Modernization’s Power? Enterprise level Transformation

Cloudera

The United States Veterans Administration (VA) over the last decade underwent a massive enterprise-wide IT transformation, eliminating its fragmented shadow IT and adopting a centralized system capable of supporting the agency’s 400,000 employees and more effectively utilizing its $240 billion-plus annual budget. The result: A more reliable and modern IT environment that improves access, availability, and user experience -ultimately supporting the VA mission more effectively.

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GitHub Workflows For Test Automation

Analytics Vidhya

ArticleVideo Book “Testing leads to failure and failure leads to better understanding” Introduction: For every project, whether it is software development or data app. The post GitHub Workflows For Test Automation appeared first on Analytics Vidhya.

Testing 301
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Join Us April 27-29 For Decision Modeling with DMN Live Online Training

Decision Management Solutions

Our next live training event is April 27-29. James Taylor, CEO of Decision Management Solutions, will be teaching this three part live training on Decision Modeling with DMN. WHAT IT IS: DMN is Decision Modeling Notation, and it is a fast becoming the standard and definitive approach for decision modeling. With decision modeling, you can re-use, easily manage, and evolve business rules over time as changes occur.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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5 Amazing Real-World Applications of Artificial Intelligence and Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data Science and Artificial Intelligence (AI) are overtaking the. The post 5 Amazing Real-World Applications of Artificial Intelligence and Data Science appeared first on Analytics Vidhya.

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A Space-Focused Start-up Takes Aim at Space Junk

DataRobot

The past year has given us plenty to worry about, but I’ll add one more thing to the list: space junk. That’s because the skies far above us harbor countless bits of human-made objects. Although many are tiny, because they travel at 20,000 miles per hour, a collision with one of the more than 8,000 earth-orbiting satellites up there could be catastrophic.

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Step By Step Guide To Become A Data Scientist (from scratch!)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Step by Step guide to developing must learn skills. The post Step By Step Guide To Become A Data Scientist (from scratch!) appeared first on Analytics Vidhya.

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5 Reasons Why Nutanix Delivers the Best Hybrid and Multicloud Platform

Nutanix

See why we believe Nutanix Clusters offers the fastest and best path to a hybrid and multicloud environment

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Understanding Delimiters in Pandas read_csv() Function

Analytics Vidhya

ArticleVideo Book This blog was published as a part of Data Science Blogathon 7 Pandas Refresher Pandas is a popular library widely used. The post Understanding Delimiters in Pandas read_csv() Function appeared first on Analytics Vidhya.

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Keys to Data Fluency: Creating the Data Product Ecosystem

Juice Analytics

For data-driven thinking to flourish in your organization, you need to give people easy access to ‘data products’ that will answer their pressing questions. Easier said than done. In fact, for most organizations, the collection of dashboards, reports, and analysis tools feels like a chaotic mess. When we worked for a global manufacturer, a survey of information workers revealed that the top problem was an inability to find data products that served their needs.

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DataRobot Automated Feature Discovery

DataRobot

Feature engineering is a critical part of the data science lifecycle that, more often than not, determines the success or failure of an AI project. At DataRobot, we know how hard it is to get started with AI, so we decided to take our automated feature engineering capabilities to the next level. DataRobot’s Feature Discovery accelerates feature engineering by generating hundreds of valuable new features using the relationships between your primary and multiple secondary datasets.

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Re-engineering the Decision – Our Storyline for Data and Analytics

Andrew White

Ever year our data and analytic conferences develop a theme. These themes capture the moment, the focus and thinking for data and analytics at the time. For our overall research theme and story we tend to focus on something that is both business relevant, aspirational, but also long lasting. Late last year our newly minted research storyline for data and analytics was unveiled and it is called re-engineering the decision.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Check Out the First Video in Our Snowflake Tutorial Series

CDW Research Hub

Snowflake is the data cloud that boasts instant elasticity, secure data sharing and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Sirius’ Snowflake Immersion Days video series are virtual learning sessions designed to provide technical hands-on training for data engineers and data analysts.

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A Sneak Peek of Season 5 of the Banana Data Podcast: Humanizing Data Science and AI

Dataiku

Welcome to the Banana Data Podcast ! We're a data science podcast hosted by Dataiku with a goal to demystify and democratize all things within the data science and AI ecosystem. Over the course of four seasons, our hosts have navigated through topics ranging from scaling Enterprise AI processes to making sense of AI journalism and developing AI models through a responsible and ethical lens.