Mon.Jan 31, 2022

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What Is a Metadata Catalog? (And How it Can Dramatically Improve Your Data Accuracy)

Octopai

If you’re a mystery lover, I’m sure you’ve read that classic tale: Sherlock Holmes and the Case of the Deceptive Data, and you know how a metadata catalog was a key plot element. No? Well, I’ll try not to give too many spoilers. In The Case of the Deceptive Data, Holmes is approached by B.I. Guy after his quarterly report to management is charged as being inaccurate and misleading.

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Interactive Tweet Sentiment Visualization

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction With the advent of social media, a lot of data has been generated and is being generated. This data corresponds to either the opinion of people on political matters, on products they use, or on the services they use from companies. Mining this […]. The post Interactive Tweet Sentiment Visualization appeared first on Analytics Vidhya.

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The Digital Technology Market Agenda for 2022: Innovation for Business Resilience

David Menninger's Analyst Perspectives

I’m proud to share Ventana Research’s 2022 Market Agenda for Digital Technology. Our focus in this agenda is to deliver expertise to help organizations prioritize technology investments that increase workforce effectiveness and organizational agility, ensuring ongoing operations during any type of disruption.

Marketing 155
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Topic Identification with Gensim library using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: Image Topic Identification is a method for identifying hidden subjects in enormous amounts of text. The Latent Dirichlet Allocation (LDA) technique is a common topic modeling algorithm that has great implementations in Python’s Gensim package. The problem is determining how to extract high-quality […].

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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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What Do We Talk About, When We Talk About Data?

Dataiku

Some people don’t engage with others on data and AI because they perceive a barrier between how they work with data and how they could work with data — call it an unrequited dream of something better. Others simply don’t think data and AI are relevant to their work at all, as neither appear in their job title. And sometimes even when people work on data and AI together, collaboration can be challenging because they use data for different things, and so they look at it in different ways.

IT 110
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Multi-label Text Classification Using Transfer Learning powered by “Optuna”

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. The problem of assigning more than one relevant label to the text is known as Multi-label Classification. Nowadays, Transfer learning is used as one of the most effective techniques to solve this problem. And we all face the challenges to decide optimum parameters at […]. The post Multi-label Text Classification Using Transfer Learning powered by “Optuna” appeared first on Analytics Vidhya.

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Youtube Video Downloader using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview Introduction What is a Youtube video downloader using python? What other things can we do with it? How to make it? Introduction Have you ever felt if all the videos you watch on youtube be without ads? Well, there is a way, if […]. The post Youtube Video Downloader using Python appeared first on Analytics Vidhya.

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The Role of Blockchain in the Launch and Growth of Cryptocurrency

Smart Data Collective

Blockchain technology has changed our lives in innumerable ways. One of the most obvious impacts of blockchain technology has been in the cryptocurrency industry. In fact, blockchain is largely attributed with the birth of bitcoin and other cryptocurrencies. It remains one of the most important forms of technology that is shaping the industry in the years to come.

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Machine Learning Techniques for Text Representation in NLP

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Natural Language Processing is a branch of artificial intelligence that deals with human language to make a system able to understand and respond to language. Data being the most important part of any data science project should always be represented in a way […].

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The Top FinServ Trends & Predictions for 2022

Teradata

From Open Finance and Insurance to FinCrime and Crypto, hear from one of our expert on the top FinServe trends and predictions to look out for in 2022. Read more.

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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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The Complete LSTM Tutorial With Implementation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source-Datafloc Introduction Artificial Neural Networks (ANN) have paved a new path to the emerging AI industry since decades it has been introduced. With no doubt in its massive performance and architectures proposed over the decades, traditional machine-learning algorithms are on the verge of extinction […].

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Semi-uniform strategies for solving K-armed bandits

Domino Data Lab

In a previous blog post we introduced the K-armed bandit problem - a simple example of allocation of a limited set of resources over time and under uncertainty. We saw how a stochastic bandit behaves and demonstrated that pulling arms at random yields rewards close to the expectation of the reward distribution.

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What is Data Journalism all about?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data journalism is a type of journalism in which reporters create stories using massive datasets. This reflects the growing importance of numerical data in the production and dissemination of information, as well as the growing connection between journalists and professions like design, computer […].

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How to Successfully Deploy Data Science Projects

KDnuggets

This guide will provide detailed insight into the steps you can take to successfully manage your data science projects.

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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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Text Analysis app using Spacy, Streamlit, and Hugging face Spaces

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Text Analysis is a way of extracting meaningful and useful information from unstructured textual data. It is very useful in various fields and is a rapidly growing domain in the field of Natural Language Processing(NLP). It’s basically aimed at extracting machine-readable information to […].

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AI can help in the fight against racism

IBM Big Data Hub

In my role as Open Source Community Manager for the Call for Code for Racial Justice , I oversee a community of developers, data scientists, designers and general problem-solvers all looking to use technology to fight for racial justice. Just like any role, there are challenges I must deal with on a daily basis, but the one thing that has pleasantly surprised me since I started almost a year ago has been the interest and enthusiasm from people all around the world and from different backgrounds

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An end-to-end Guide on Converting Text to Speech and Speech to Text

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Hey Folks! In this article, we are going to discuss Speech Recognition and its application of it by implementing a Speech to Text and Text to Speech Model with Python. Speech Recognition is also known as Speech Text conversion or simply Voice Recognition. This is […]. The post An end-to-end Guide on Converting Text to Speech and Speech to Text appeared first on Analytics Vidhya.

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How To Design Your Data Science Portfolio

KDnuggets

Read this overview of how the author created a data science portfolio that stands out and gets noticed.

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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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Text Cleaning Methods in NLP

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In any machine learning task or data analysis task the first and foremost step is to clean and process the data. Cleaning is important for model building. Well, cleaning of data depends on the type of data and if the data is textual […]. The post Text Cleaning Methods in NLP appeared first on Analytics Vidhya.

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CSA STAR CAIQ Level 1 Self-Assessments available for Nutanix Frame, Nutanix Beam, and Flow Security Central

Nutanix

Nutanix has published the Level 1 Cloud Security Alliance (CSA) Consensus Assessments Initiative Questionnaire (CAIQ) for the Nutanix Frame®, Nutanix Beam™, and Flow Security Central™ products.

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Understanding the Principles of Data-Driven SEO in Web Design

Smart Data Collective

The intersection of different forms of technology is becoming more crucial for the future of marketing. One of the biggest changes is the combination of big data and search engine marketing. Search engine optimization has become a crucial form of marketing over the past 20 years. In addition to providing a steady stream of Internet traffic, SEO also converts very well.

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How to Plan for Your Next Dashboard [Lea Pica’s Present Beyond Measure Podcast]

Depict Data Studio

You’ve been asked to make a dashboard—now what?! Dashboard is a tricky term; it means different things to different people. In this article, you’ll learn how to: choose between various dashboard types (static or interactive, single or series); and deal with common dashboard challenges. Lea Pica’s Present Beyond Measure Podcast. I recently had the chance to be on the Present Beyond Measure podcast, hosted by Lea Pica.

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Monetizing Analytics Features

Think your customers will pay more for data visualizations in your application? Five years ago, they may have. But today, dashboards and visualizations have become table stakes. Turning analytics into a source of revenue means integrating advanced features in unique, hard-to-steal ways. Download this white paper to discover which features will differentiate your application and maximize the ROI of your analytics.

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6 Case Studies on The Benefits of Business Intelligence And Analytics

datapine

Using business intelligence and analytics effectively is the crucial difference between companies that succeed and companies that fail in the modern environment. Why? Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition.

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7 Keys to Effective Planning, Budgeting, and Forecasting

Jet Global

Fourth quarter is the time of year when most organizations are looking to the future in earnest, gathering detailed information on the current year’s performance, assembling a wish-list for the road ahead, and kicking off the planning and budgeting process all over again. In most companies, planning, budgeting, and forecasting processes are fairly well-established, but just because you’ve always done things a certain way doesn’t mean you can’t improve them.

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Technology in the Finance Function: Which Trends Will Impact Tax and Transfer Pricing?

Jet Global

Read any overview of how the finance and accounting function is changing, and you will notice several common themes. Three of the most important of these are: cloud migration, data standardization, and interoperability. The aim of technology in finance is to remove friction. With cloud migration that means making upgrades, licensing, procurement and maintenance simpler with software-as-a-service (SaaS) models.

Finance 52