Tue.Jul 06, 2021

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Common Data Governance Challenges & Their Solutions

Alation

Common Data Governance Challenges. Every enterprise runs into data governance challenges eventually. Issues like data visibility, quality, and security are common and complex. Data governance is often introduced as a potential solution. Further, many industries are under increasing regulatory scrutiny. Add to that the pressure of complying with an endless alphabet soup of regulations, like the GDPR, HIPAA, SOX, and CCPA.

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All Fundamentals of Python Functions that You Should Know – A Quick Brush Up!

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 functions and their applications. The post All Fundamentals of Python Functions that You Should Know – A Quick Brush Up! appeared first on Analytics Vidhya.

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Are You Content with Your Organization’s Content Strategy?

Rocket-Powered Data Science

In this post, we will examine ways that your organization can separate useful content into separate categories that amplify your own staff’s performance. Before we start, I have a few questions for you. What attributes of your organization’s strategies can you attribute to successful outcomes? How long do you deliberate before taking specific deliberate actions?

Strategy 266
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Everything You Should Know about Iterables and Iterators in Python as a Data Scientist!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Python is a beautiful Programming Language. Because of its flexibility. The post Everything You Should Know about Iterables and Iterators in Python as a Data Scientist! appeared first on Analytics Vidhya.

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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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Humans and AI: AI, Marketing, and Behavioral Economics

DataRobot

Who loves paying taxes? No one? I thought so. Yet it’s possible to nudge people to more willingly pay their taxes on time. The Behavioural Insights Team, also known unofficially as the “Nudge Unit,” was founded by the UK government in 2010 to use behavioral science to make public policies and services more effective. One of its more successful experiments is the use of peer pressure to improve tax collection.

Marketing 105
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A Brief Introduction to the Concept of Data Warehouse

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Data Warehouse is Built by combining data from multiple. The post A Brief Introduction to the Concept of Data Warehouse appeared first on Analytics Vidhya.

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Learn How To Do Real-Time Background Replacement using OpenCV and CVzone

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction OpenCV is an open-source computer vision library that provides privileges. The post Learn How To Do Real-Time Background Replacement using OpenCV and CVzone appeared first on Analytics Vidhya.

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Data Management Enables eCommerce Success

TDAN

With the continuous evolution of technology and daily shifts in shopping trends, eCommerce is constantly adapting. Using reliable insights to keep up with rapid market changes, businesses are also deploying data mining and predictive analytics across massive amounts of clickstream and transactional data. However, today’s buying journey is no longer linear.

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Facial Landmark Detection Simplified With Opencv

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Today we are going to use OpenCV and MediaPipe to. The post Facial Landmark Detection Simplified With Opencv appeared first on Analytics Vidhya.

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The Key Role of the Data Governance Partner

TDAN

A question was raised in a recent webinar about the role of the Data Architect and Data Modelers in a Data Governance program. My webinar with Dataversity was focused on Data Governance Roles as the Backbone of Your Program. The person asking the question shared their opinion that people in these roles must play a […].

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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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Exploring CI/CD in a Machine Learning Project With Dataiku

Dataiku

François Sergot, Senior Product Manager at Dataiku, shared some insight into CI/CD features in Dataiku during the 2021 Dataiku Product Days. This blog post will highlight parts of his session by going over some of the basics of CI/CD and presenting a demo led by François in Dataiku.

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Can We Reduce the Risks of Artificial Intelligence?

TDAN

Artificial intelligence (AI) is already in place with applications in areas such as medicine, automobile, education, communication infrastructure, and more. Whereas many individuals and businesses like venturing into AI, some are reluctant because of possible threats. Some of the risks are relevant today, while others represent future concerns. These could relate to racial and gender […].

Risk 98
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Key Market Trends – Digital Initiatives in USA

BizAcuity

The online gaming business is progressively moving into markets worldwide, changing the gambling industry dynamics as many consumers turn to the Internet to bet on sports, gamble on slots, or play cards. It has been a divisive topic in the United States over the years. After New Jersey’s Supreme Court acceptance in 2018, more states tend to encourage internet-based gaming.

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AI Transforming Unstructured Data Governance

TDAN

The business case for data governance has been made several times in these pages. There can be no disagreement that every company and every government office must have a data governance strategy in place. Establishing good data governance is not just about avoiding regulatory fines. The data economy is growing, and data-driven organizations will dominate […].

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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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Role-based Access Control and User Authorization in Nutanix Frame

Nutanix

In this blog, we’ll explain how RBAC works in Frame and discuss the best practices for using third-party SAML2 identity providers and authorization rules to implement RBAC.

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The Book Look: Data Model Storytelling

TDAN

Larry Burns’ latest book, Data Model Storytelling, is all about maximizing the value of data modeling and keeping data models (and data modelers) relevant. Larry Burns is an employee for a large US manufacturer. In his roles as Data Architect, Data Modeler, and Database Administrator, he has had to complete challenging projects and also fix […].

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Top 10 Data Innovation Trends During 2020

Rocket-Powered Data Science

The year 2020 was remarkably different in many ways from previous years. In at least one way, it was not different, and that was in the continued development of innovations that are inspired by data. This steady march of data-driven innovation has been a consistent characteristic of each year for at least the past decade. These data-fueled innovations come in the form of new algorithms, new technologies, new applications, new concepts, and even some “old things made new again”.

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Practical Points from the DGPO: Tying Data Strategy to Corporate Strategy

TDAN

Globalization is here and competition is beyond boarders. Corporate survival will need a solid corporate strategy with an accompanying data strategy. Having a data strategy will enable data-driven decisions. Developing any strategy is challenging because strategy is more of an art than science, but we did find in a Prophet article titled “Successful Business Growth Strategies: […].

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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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Infuse Actionable Intelligence into Your Product with AWS Lake House

Sisense

Blog. Product, technology, and R&D professionals are always keen to discuss how software companies are driving product innovation and new revenue streams through embedded analytics. At a special in-person event at the Sisense offices in Tel Aviv, a select group of product, technology and R&D professionals gathered to talk about how data has become a key point of differentiation for product offerings, how software companies that deliver analytics and insights to customers see better custo

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The 30-3-1 Approach with Unlimited Visual Appendices: The Bare Minimum for Designing Reports that Actually Inform Decisions

Depict Data Studio

Want to design reports that actually inform decisions? With software you already have?? Nobody wants to pour blood, sweat, and tears into a document that sits on a dusty shelf. In May 2021, I co-presented with Elizabeth Grim at the Eastern Evaluation Research Society ’s annual conference. Our session was titled, “How to Design Reports that Actually Inform Decisions with Software We Already Have.”.