Sat.May 14, 2022 - Fri.May 20, 2022

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How to Approach CNN Architecture from Scratch?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on CNN Architecture Hello, and welcome again to another intriguing subject. As a consequence of the large quantity of data accessible, particularly in the form of photographs and videos, the need for Deep Learning is growing by the day. Many advanced designs […]. The post How to Approach CNN Architecture from Scratch?

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Accelerate Business Outcomes with Immuta Data Access Governance

David Menninger's Analyst Perspectives

The data governance landscape is growing rapidly. Organizations handling vast amounts of data face multiple challenges as more regulations are added to govern sensitive information. Adoption of multi-cloud strategies increases governance concerns with new data sources that are accessed in real time. Our Data Governance Benchmark Research shows that organizations face multiple challenges when deploying data governance.

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The Complete Collection of Data Science Books – Part 1

KDnuggets

Read the best books on Programming, Statistics, Data Engineering, Web Scraping, Data Analytics, Business Intelligence, Data Applications, Data Management, Big Data, and Cloud Architecture.

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Top 10 AI graduate degree programs

CIO Business Intelligence

Artificial Intelligence (AI) is a fast-growing and evolving field, and data scientists with AI skills are in high demand. The field requires broad training involving principles of computer science, cognitive psychology, and engineering. If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI.

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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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An Exploratory Data Analysis Guide for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Exploratory Data Analysis When we start with data science we all want to dive in and apply some cool sounding algorithms like Naive Bayes, XGBoost directly to our data and expects to get some magical results. But we tend to forget that before applying those […].

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6 Ways Data Analytics Can Improve Targeting with LinkedIn Ads

Smart Data Collective

Big data has become a very important part of modern marketing practices. More companies are using data analytics and AI to optimize their marketing strategies. This is especially true for companies using digital marketing practices, such as social media. LinkedIn is one of the platforms that helps people use big data to facilitate online marketing. You can use their sophisticated analytics dashboard to improve your marketing strategies.

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6 business risks of shortchanging AI ethics and governance

CIO Business Intelligence

Depending on which Terminator movies you watch, the evil artificial intelligence Skynet has either already taken over humanity or is about to do so. But it’s not just science fiction writers who are worried about the dangers of uncontrolled AI. In a 2019 survey by Emerj , an AI research and advisory company, 14% of AI researchers said that AI was an “existential threat” to humanity.

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An Introduction to SQL Commands for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to SQL SQL stands for the Structure Query Language. And it is the most popular RDBMS (Relational Database Management System) language used to create, access, and manage databases. It was developed in the year 1970 at IBM. SQL became a standard of the […]. The post An Introduction to SQL Commands for Beginners appeared first on Analytics Vidhya.

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Steps Companies Should Take to Come Up Data Management Processes

Smart Data Collective

Data is becoming more important to modern organizations than ever before. However, many companies are still struggling to use it effectively. One poll found that 74% of companies feel they are still struggling to use data effectively. One of the problems is that they don’t manage their data well. How Companies Can Manage their Data Better. The process of managing data can be quite daunting and complicated.

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Natural Language Processing Key Terms, Explained

KDnuggets

This post provides a concise overview of 18 natural language processing terms, intended as an entry point for the beginner looking for some orientation on the topic.

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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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The rise of servant leadership

CIO Business Intelligence

CIO Nicole Raimundo Coughlin has always tried to look at her IT team holistically, listen to their needs, and provide them with opportunities to learn and grow. But the pandemic required her to take empathy and empowerment to a new level. “Our Teams and Zoom meetings put us inside the lives of our employees in their homes,” says Coughlin, CIO for the Town of Cary, N.C.

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A Guide to Web Scraping Rotten Tomatoes

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Web Scraping The data consistently have been fuelling the growth of industries from time immemorial. It is not a new thing. Businesses have always been using data to make decisions to drive their profits up, capture more markets, and stay ahead […]. The post A Guide to Web Scraping Rotten Tomatoes appeared first on Analytics Vidhya.

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Zen and the Art of Data Maintenance: All Data is Suffering (Part 1)

TDAN

Our reactions to the data we receive can cause a great deal of suffering. For example, there was a hospital with an outstanding reputation for being trusted at a deep level by many families. They used data to alert people about various medical actions that they recommended. One such alert was that when a person […].

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How to Manage Your Complex IT Landscape with AIOps

KDnuggets

Complete guide and blog post series on IT Operations Management with AIOps. Using AI and Machine Learning to manage IT complexity to deliver world class IT service while keeping the lights on.

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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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5 tips for building your innovation ecosystem

CIO Business Intelligence

In their quest for IT innovation, CIOs need to look beyond the typical “most innovative companies” lists. Innovation today is taking place at the platform level, which necessitates thinking more about vendors and partners in terms of how they fit into your ecosystem. According to the IDC FutureScape: Worldwide Future of Industry Ecosystems 2021 Predictions, leaders can no longer view their organization in isolation and future success comes from being part of an industry ecosystem.

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Hevo’s Guide on MySQL Views for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. A MySQL view can be defined as a virtual table based on the result of SQL statements, which helps in simplifying the data for analysis and reporting and offers better security. Here is how to create MySQL views and update, drop or rename […]. The post Hevo’s Guide on MySQL Views for Beginners appeared first on Analytics Vidhya.

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Can AI Help Create an Ideal Employee Compensation Package?

Smart Data Collective

As businesses strive to remain competitive in today’s economy, the question of how to best compensate employees becomes more important. Many companies are turning to artificial intelligence (AI) to help them create an ideal employee compensation package. . AI can analyze data from a variety of sources to help businesses determine which benefits and salary levels will be most appealing to potential employees.

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A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

KDnuggets

We give a taxonomy of the trustworthy GNNs in privacy, robustness, fairness, and explainability. For each aspect, we categorize existing works into various categories, give general frameworks in each category, and more.

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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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From CIO to COO at DXC Technology

CIO Business Intelligence

After serving as global CIO for GE, Chris Drumgoole became CIO of DXC Technology in March 2020. DXC is an $18 billion business formed in 2017 from the merger of CSC and HP Enterprise Services. . As a customer to DXC while at GE, Drumgoole was impressed by the vision of Mike Salvino, who had been named CEO of DXC the previous September. “In many companies, there is the technology path and the business path.

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Multiple Web Scraping Using Beautiful Soap Library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Web scraping, is an approach to extract content and data from a website. Web Scraping makes use of intelligence automation methods to draw millions of datasets in a comparatively shorter amount of time. There are ample ways to get data from websites. […]. The post Multiple Web Scraping Using Beautiful Soap Library appeared first on Analytics Vidhya.

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7 Ways Online Businesses Can Stop Data Breaches Through Social Media

Smart Data Collective

Data breaches are becoming more common than ever. The Thales Data Threat Report found that 45% of companies suffered a data breach in the past year. Online businesses are among the most likely victims of data breaches. They are more easily exposed to hackers, which means they have to do more to protect sensitive data. One of the ways hackers target online businesses is through social media.

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Operationalizing Machine Learning from PoC to Production

KDnuggets

Most companies haven’t seen ROI from machine learning since the benefit is only realized when the models are in production. Here’s how to make sure your ML project works.

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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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Five areas where EA matters more than ever

CIO Business Intelligence

The discipline of enterprise architecture (EA) is often criticized for forcing technology choices on business users or producing software analyses no one uses. But the practice of EA is booming today, and architects of any description are hard to find and “incredibly expensive,” says Gartner Research VP Marcus Blosch. . Forrester Research has identified more than 20 types of enterprise architecture roles being used by its clients.

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Most Important SQL Queries for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction SQL stands for “Structured Query Language” and is a programming language that is used to query and manipulate relational databases. The number of data points is increasing every minute, but raw data offers no insight. All this data is stored in databases […].

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QA Teams Need All-in-One Data Analytics Platforms for Testing

Smart Data Collective

Data analytics is an invaluable part of the modern product development process. Companies are using big data for a variety of purposes. One of the most essential benefits is with the QA process. Advances in data analytics have raised the bar with QA standards. Companies need to invest in higher quality data analytics solutions to make the most of their QA methodologies.

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6 Soft Skills for Data Scientists Working Remotely

KDnuggets

As a data scientist, you might have a great portfolio of technical skills, but if you can’t communicate effectively, you won’t be able to convey your ideas clearly during virtual meetings.

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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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What is ITIL? Your guide to the IT Infrastructure Library

CIO Business Intelligence

What is ITIL? The IT Infrastructure Library (ITIL) is an IT service management framework that outlines best practices for delivering IT services. ITIL’s systematic approach to IT service management (ITSM) can help businesses manage risk, strengthen customer relations, establish cost-effective practices, and build a stable IT environment that allows for growth, scale, and change.

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Scalable Searching with Amazon Elasticsearch Service

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Amazon Elasticsearch Service Amazon Elasticsearch Service is a powerful tool that allows you to perform a number of functions. Let us examine how this powerful tool works behind the scenes. Elasticsearch acts a lot like a database and a distributed system […]. The post Scalable Searching with Amazon Elasticsearch Service appeared first on Analytics Vidhya.

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7 Things Data-Driven Healthcare Providers Must Consider with ePCRs

Smart Data Collective

Big data is changing the future of the healthcare industry. Healthcare providers are projected to spend over $58 billion on big data analytics by 2028. Healthcare organizations benefit from collecting greater amounts of data on their patients and service partners. However, data management is just as important. Smart healthcare providers are using ePCRs to facilitate data management. ePCRs Help Healthcare Providers Manage Patient Data.

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The 6 Python Machine Learning Tools Every Data Scientist Should Know About

KDnuggets

Let's look at six must-have tools every data scientist should use.

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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.