Tue.Mar 01, 2022

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The Carbon Footprint of AI and Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. There are immense computational costs of Deep Learning and AI. Artificial intelligence algorithms, which power some of technology’s most cutting-edge applications, such as producing logical stretches of text or creating visuals from descriptions, may need massive amounts of computational power to train.

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Top Posts Feb 21-27: The Complete Collection of Data Science Cheat Sheets – Part 2

KDnuggets

Also: Decision Tree Algorithm, Explained; The Complete Collection of Data Science Cheat Sheets – Part 1; Essential Machine Learning Algorithms: A Beginner’s Guide; An Easy Guide to Choose the Right Machine Learning Algorithm.

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A Basic Introduction to Object Detection

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Computer vision has advanced considerably but is still challenged in matching the precision of human perception. This article belongs to computer vision. Here we will learn from scratch. It can be challenging for beginners to distinguish between different related computer vision tasks.

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Data: The Most Valuable Commodity for Businesses

KDnuggets

Many companies have been capturing customer data in some form or another for decades. Petabytes of data are traversing networks worldwide every day, and all of that data means big money. Here's how companies can best utilize this data to influence positive outcomes.

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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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What are Graph Neural Networks, and how do they work?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Neural Networks have acquired enormous popularity in recent years due to their usefulness and ease of use in the fields of Pattern Recognition and Data Mining. Deep Learning’s application to tasks such as object identification and voice recognition through the use of techniques […].

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Best AI Twitter Automation Tools Marketers Should Use in 2022

Smart Data Collective

AI technology is changing many aspects of modern business. More companies are using AI technology to automate their social media marketing strategies. We previously mentioned the benefits of using data analytics to make the most of social media marketing. However, AI is arguably even more important. Social media is a highly profitable way to market.

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Top Data Science Tools for 2022

KDnuggets

Check out this curated collection for new and popular tools to add to your data stack this year.

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Gaussian Naive Bayes Algorithm for Credit Risk Modelling

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview Source: Image In recent years, corporate banks’ credit evaluations have become more sophisticated. Credit evaluations have progressed from being subjective decisions by the bank’s credit experts to a more statistically advanced evaluation. Banks rapidly recognize the increased need for comprehensive credit risk […].

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Current State Analysis of Your Data – Part 3 – Data Culture

TDAN

This article is the third in a series taking a deep dive on how to do a current state analysis on your data. This article focuses on data culture, what it is, why it is important, and what questions to ask to determine its current state. The first two articles focused on data quality and data […].

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Pose detection in image using Mediapipe library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. In this article, we will be doing pose detection using Mediapipe and OpenCV. We will go in-depth about all the processes and code for the same later in the article but before let’s understand some real-world use cases of Pose detection. Image Source: […]. The post Pose detection in image using Mediapipe library appeared first on Analytics Vidhya.

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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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It Could Cost You Billions If You Have the Wrong Data Privacy Strategy

TDAN

Why Differential Privacy Overcomes Many of the Fatal Flaws of De-Identification and Data Masking If data is the new oil, then privacy is the new environmentalism. With the growing use of data comes the need for strong privacy protections. Indeed, robust data privacy protects against rogue employees spying on users (like these at Uber or Google) or even well-meaning employees who have […].

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Basic Introduction to Convolutional Neural Network in Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. The field of Deep Learning has materialized a lot over the past few decades due to efficiently tackling massive datasets and making computer systems capable enough to solve computational problems Hidden layers have ushered in a new era, with the old techniques being non-efficient, particularly […].

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2022 INFORMS Business Analytics Conference: Join us for cutting-edge content and career advancement opportunities

KDnuggets

The 2022 INFORMS Business Analytics Conference comes to Houston, TX, April 3-5. Discover dozens of real-world case studies highlighting how data science and analytics professionals are empowering organizations to make data-driven decisions.

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Hand landmarks detection on an image using Mediapipe

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview In this article, we will be making hands landmarks detection model with the profound library i.e. mediapipe as the base library, and for other computer vision preprocessing CV2 libraries. There are many use cases in the market for this problem statement whether it’s […].

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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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Sirius Named to CRN’s MSP 500 List

CDW Research Hub

CRN , a leading IT news organization and brand of The Channel Company , recently ranked Sirius , a CDW company, among the Security 100 in their MSP 500 list of top managed services providers. This is the eighth year in a row that Sirius has made the MSP 500. Sirius was also named to CRN’s Managed Security 100 list. According to CRN, the 2022 MSP 500 list recognizes leading North American solution providers that have demonstrated innovative and forward-thinking approaches to managed services.

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How to build a Recommendation System using Lenskit and evaluate it using nDCG in Python

Analytics Vidhya

Introduction Recommendation systems lie at the core of any good business. It is a very important tool that helps to attract new customers and retain existing customers by understanding their choices and recommending items which they might like. A good recommendation system greatly increases the overall experience of a user which in turn helps the […].

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Insights From Gartner®: The State of Data Science and Machine Learning

Dataiku

At Dataiku, we’re all about empowering everyone (including the business) to participate in data science and AI initiatives, accelerating the time it takes to deliver AI projects from months to days (i.e., through concepts like reuse and automation), and ensuring governed AI projects throughout their lifecycle. In fact, it is some of these market trends in practice that are fueling a shift in the data science and machine learning (DSML) market at large as historically separate markets converge.

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Handling forms in Flask with Flask-WTForms

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction We all know flask is a very rich Python framework, easy to use, simple, and hassle-free even for a beginner to start working on their web development project. Although it is a micro framework, still it provides all the stuff needed to develop […]. The post Handling forms in Flask with Flask-WTForms appeared first on Analytics Vidhya.

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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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The Easy Button for Dashboard Design

Juice Analytics

If you’re a Tableau fan, you should be following Lee Feinberg of DecisionViz. He’s an expert dashboard designer, adjunct professor at NYU , and hosts a deep-dive podcast with industry experts (and me). He’s also the kind of pragmatic data practitioner that I really appreciate. Lee recently shared a spot-on list of The 10 Tableau Dashboard Fixes You Need To Be An Analytics Hero.

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The Data-Centric Revolution: Incremental Stealth Legacy Modernization

TDAN

I’m reading the book Kill it with Fire by Marianne Bellotti. It’s a good book. Plenty of pragmatic advice, both on the architectural side (how to think through whether and when to break up that monolith) and the organizational side (how to get and maintain momentum for what are often long, drawn-out projects). So far […].

IT 59
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Webcast: What’s New in erwin® Data Modeler by Quest® R12

erwin

erwin ® Data Modeler is an enterprise data modeling tool, trusted for 30 years. Releasing this month, the latest release reinforces erwin’s industry-leading position with DevOps GitHub integration and NoSQL DBMS connectivity. Join us for a free webcast where we’ll walk you through the latest DevOps Git Hub integration capability, along with other powerful new features and enhancements.

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Enabling Personalized Experiences by Removing Data Duplicates

TDAN

Upland BlueVenn examined 4000 consumers and 500 marketers across the US and UK in 2021, and found out that an average consumer uses 20 marketing channels while interacting with a brand. Furthermore, 84% of marketers agreed that one of the biggest challenges they face is unifying customer data and finding individual customers, since they have […].

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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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insightsoftware Appoints Laura Hanson as Chief Human Resources Officer

Jet Global

Raleigh, N.C., March 1, 2022 – insightsoftware , a global provider of financial reporting and performance management solutions for the Office of the CFO, today announced the appointment of Laura Hanson as Chief Human Resources Officer (CHRO). Hanson brings over 25 years of experience, leading high-performing human resources (HR) teams at global organizations, to her new role.

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Through the Looking Glass: The Context of Out-of-Tune Data

TDAN

Back when I studied cello in college, I would seclude myself in a tiny practice room (we called them “cells,” a completely appropriate moniker) and spend many hours on “intonation”. In this context (remember that word!), the term means the degree to which the notes of a piece of music are played or sung exactly […].

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Webinar: Founders and Entrepreneurs Guide to setting up a Data Analytics Foundation

Jen Stirrup

Join me & Hevo Data ( Twitter ) for our webinar aimed at business leaders who want to set up a #Data #Analytics Foundation to derive real value from their data. Details below! Today! 9am PST 5pm UK [link] BusinessIntelligence AI DataScience #MakeYourDataWork. Business metrics guide founders and decision-makers to make the right call to push their ventures towards their goals.

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Big Data Helps Build Better Governance

TDAN

The use of data to make more informed decisions is nothing new to government agencies. For years, governments have utilized systems and programs to analyze high amounts of data to better understand critical issues and functions within the public sector and to help them make improvements and more informed decisions moving forward. Today, with the […].

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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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OCDQ Radio on Data Quality

Jim Harris

OCDQ Radio is an audio podcast about data quality and its related disciplines, produced and hosted by Jim Harris. This podcast is no longer an active project, meaning not only do I rarely publish a new episode, but its episodes are only available to listen to on this website and no longer distributed on platforms such as Apple Podcasts and Google Podcasts.

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Alation 2022.1: Customize Your Data Catalog

Alation

There are many approaches to manage and use data. Despite a plethora of frameworks, ideologies and best practices in the data world, data is fluid and must adapt to unique scenarios. Every organization is different, and so are sub-teams within organizations. That’s why a certain level of control and customization is important to fill the gaps that high-level structure cannot.

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Machine Learning Advances Are Improving Voiceover Audio Technology

Smart Data Collective

Artificial intelligence (AI) has gained momentum in the past years and has provided an in-depth learning pattern for business people. Even though it may take a little longer to get into the audio world, we have seen a rise in AI technologies regarding video and image processing. . Moreover, it’s a subset of artificial intelligence when it comes to machine learning.