Tue.Jun 15, 2021

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Three Best Practices for ASC 718 Reporting

Jet Global

During the dot-com boom, the practice of issuing equity shares as a portion of employee compensation gained tremendous popularity. Unfortunately, at the time that so many tech startups were springing up in the early 2000s, accounting practices related to the expensing of equity-based compensation were not well standardized. Many emerging companies, in their zeal to appear as profitable as possible, chose not to recognize such expenses at the time they were incurred.

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Genetic Algorithms and its use-cases in Machine Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon What are Genetic Algorithms? Genetic Algorithms are search algorithms inspired by. The post Genetic Algorithms and its use-cases in Machine Learning appeared first on Analytics Vidhya.

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Recipes for DataOps Success: The Complete Guide to an Enterprise DataOps Transformation

DataKitchen

The post Recipes for DataOps Success: The Complete Guide to an Enterprise DataOps Transformation first appeared on DataKitchen.

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Guide to Gradient Descent and Its Variants with Python Implementation

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, we’ll cover Gradient Descent along with its. The post Guide to Gradient Descent and Its Variants with Python Implementation appeared first on Analytics Vidhya.

IT 322
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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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Data Driven Links Between Workplace Productivity and Screening Checks

Smart Data Collective

Data-driven organizations are looking for new ways to use data technology to improve their operations. Unfortunately, they don’t always look at every opportunity to leverage it. Pre-employment background checks are not meant as a burden for the HR department, and they’re an effective tool to increase productivity and profits. One bad hire can cost a company quite a lot.

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Part- 3: Step by Step Guide to Master Natural Language Processing (NLP) in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on. The post Part- 3: Step by Step Guide to Master Natural Language Processing (NLP) in Python appeared first on Analytics Vidhya.

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Magical Data Science Projects to Enhance your Resume

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon image source: Sophos home. All companies look for talented and smart. The post Magical Data Science Projects to Enhance your Resume appeared first on Analytics Vidhya.

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Data is Risky Business: The Darker Side of Data Monetization

TDAN

We have seen an impressive amount of hype and hoopla about “data as an asset” over the past few years. And one of the side effects of the COVID-19 pandemic has been an acceleration of data transformation in organisations of all sizes. But data management teams in organisations often still struggle with how to communicate […].

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NLP – Sentiment Analysis

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Sentiment Analysis, as the name suggests, it means to identify the. The post NLP – Sentiment Analysis appeared first on Analytics Vidhya.

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What Exactly is External Data?

TDAN

My company has been talking a lot about our products because there has been some incredible progress on what we’re delivering to the organizations we work with. From tip to tail, we’re changing the way users on our platform access, enrich, manage, and monitor the data flowing through their environment. But what’s the underlying stuff? At […].

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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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Download Financial Dataset Using Yahoo Finance in Python | A Complete Guide

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The article aims to empower you to create your projects. The post Download Financial Dataset Using Yahoo Finance in Python | A Complete Guide appeared first on Analytics Vidhya.

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4 Ways To Boost Looker Performance in Data-Centric Companies

Smart Data Collective

How companies gather, manage and control data has undeniably become one of the most important aspects of business success today. It’s estimated that every human being creates at least 1.7 MB of data per second , and with each click, swipe, view, purchase, and shipment, your business collects more information on its customers that you can use to help manage your business more efficiently and drive more revenue.

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Introduction to skull stripping (Image segmentation on 3D MRI images)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Skull stripping is one of the preliminary steps in the. The post Introduction to skull stripping (Image segmentation on 3D MRI images) appeared first on Analytics Vidhya.

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Selecting the Right AI Business Model for Your Startup

Smart Data Collective

Artificial intelligence is radically changing the future of many businesses. They are using machine learning to solve a number of complex problems. However, it is important to make sure that you understand the potential role of AI and what business model to build around it. The market for AI is projected to reach $267 billion in the next six years due to the countless benefits it provides.

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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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Traversing the Trinity of Statistical Inference Part 1: Estimation

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In a series of three articles, I’ll describe the process. The post Traversing the Trinity of Statistical Inference Part 1: Estimation appeared first on Analytics Vidhya.

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Automated Deployment of CDP Private Cloud Clusters

Cloudera

At Cloudera, we have long believed that automation is key to delivering secure, ready-to-use, and well-configured platforms. Hence, we were pleased to announce the public release of Ansible-based automation to deploy CDP Private Cloud Base. By automating cluster deployment this way, you reduce the risk of misconfiguration, promote consistent deployments across multiple clusters in your environment, and help to deliver business value more quickly. .

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Must Know Data Pre-processing Techniques for Natural Language Processing!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data from the internet forms a huge source of information. The post Must Know Data Pre-processing Techniques for Natural Language Processing! appeared first on Analytics Vidhya.

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Data Governance as a Puzzle

TDAN

I debated over whether to title this article Data Governance as a Puzzle … or Data Governance is a Puzzle. Both titles seemed to make good sense as something to write about. I selected the first option and decided to use this article to provide a comparison of data governance and good puzzles; rather than […].

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Indian Patient’s Liver Dataset Analysis and Classification

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Purpose If you google out some basic questions as such: 1. The post Indian Patient’s Liver Dataset Analysis and Classification appeared first on Analytics Vidhya.

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Redefining Remote Work and Ensuring Productivity with Big Data

Smart Data Collective

Big data technology is changing the way companies around the world are operating. One of the biggest advantages of big data is that it has improved the quality of remote work. Before recent advances in data technology, remote work wasn’t regarded to have the same status as working in an office. Many assume that when you work outside the office, you’re less likely to be productive.

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Donut Plots : Data Visualization With Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The twenty-first century can be regarded as the era of. The post Donut Plots : Data Visualization With Python appeared first on Analytics Vidhya.

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Fortifying Internal Regulation: Data Collection, Retention, & Usability

Dataiku

Many individuals work with data each day, but do they spend enough time thinking about the source and function of this data? During a recent Egg On Air Episode, Nicole Alexander, Global Web Strategy Lead at Facebook and Professor of Marketing and Technology at NYU, shared some questions that data users should continuously ask themselves to ensure explainability in their organization.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Applying Software Engineering Process for more effective Data Science Projects

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello World! An interesting title isn’t it? I thought the same. The post Applying Software Engineering Process for more effective Data Science Projects appeared first on Analytics Vidhya.

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Data’s Gender Gap: The Burden of Too Much Proof

TDAN

Previous iterations of this column have looked at the gendered gaps that exist within the data world and how said gaps can begin to be closed, but all of this begs the question: Why is there so much research and information about how gender equity would help the general population, and little to none on […].

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Part- 2: Step by Step Guide to Master Natural Language Processing (NLP) in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on. The post Part- 2: Step by Step Guide to Master Natural Language Processing (NLP) in Python appeared first on Analytics Vidhya.

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Common Quality Assurance (QA) Problems

TDAN

According to research work done by the National Institute of Standards and Technology, the US economy loses from $22.5 billion to $59.5 billion annually due to improperly organized testing – despite the fact that 25-40% of budget funds are allocated to methods and tools for Quality Assurance (QA) organization. What does this mean? Only that […].

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Part- 1: Step by Step Guide to Master Natural Language Processing (NLP) in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Computers and Machines are great while working with tabular data. The post Part- 1: Step by Step Guide to Master Natural Language Processing (NLP) in Python appeared first on Analytics Vidhya.

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Data Placemats: A 3-Step Process for Increasing Data Use

Depict Data Studio

Want to make sure that your data gets used to inform decisions? Get your stakeholders involved in the sense-making process! Are you familiar with data placemats? Here’s how they work: Design Data Placemats Facilitate an Interpretation Meeting Include those Insights in the Final Report or Slideshow. Step 1: Design Data Placemats. First, we analyze the data and display key findings in data placemats.

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Pre-Processing of Text Data in NLP

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In today’s life, a large amount of raw data is. The post Pre-Processing of Text Data in NLP appeared first on Analytics Vidhya.

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Introducing No-Code AI App Builder

DataRobot

Announced at our recent AI Experience ‘21 conference and now in Release 7.1 , we are thrilled to introduce the new No-Code AI App Builder. This allows any user, regardless of their technical expertise, to quickly turn a deployed model into a rich AI application without requiring any coding. This means that any predictive model can become an AI app in minutes, putting the power of DataRobot directly in the hands of your front line decision-makers.

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.