Sat.Mar 26, 2022 - Fri.Apr 01, 2022

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Don’t Rely on Dashboards for Real-Time Analytics

David Menninger's Analyst Perspectives

I have written previously that the world of data and analytics will become more and more centered around real-time, streaming data. Data is created constantly and increasingly is being collected simultaneously. Technology advances now enable organizations to process and analyze information as it is being collected to respond in real time to opportunities and threats.

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10 tips for getting started with decision intelligence

CIO Business Intelligence

For organizations looking to move beyond stale reports, decision intelligence holds promise, giving them the ability to process large amounts of data with a sophisticated mix of tools such as artificial intelligence and machine learning to transform data dashboards and business analytics into more comprehensive decision support platforms. Successful decision intelligence strategies, however, require an understanding of how organizational decisions are made, as well as a commitment to evaluate ou

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Object Detection Using Haar Cascade: OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will discuss how to implement a haar cascade for object detection in OpenCV. In the last article, we discussed real-time object classification, if you haven’t read it yet, the link is here. Source: Link Identifying a custom object […]. The post Object Detection Using Haar Cascade: OpenCV appeared first on Analytics Vidhya.

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A Guide To Starting A Career In Business Intelligence & The BI Skills You Need

datapine

Table of Contents. 1) Why Shift To A BI Career? 2) Top 10 Necessary BI Skills. 3) What Are the First Steps To Getting Started? 4) Business Intelligence Job Roles. 5) Main Challenges Of A BI Career. 6) Main Players In The BI Industry. Does data excite, inspire, or even amaze you? Does the idea of discovering patterns in large volumes of information make you want to roll up your sleeves and get to work?

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Machine Learning Pipeline Optimization with TPOT

KDnuggets

Let's revisit the automated machine learning project TPOT, and get back up to speed on using open source AutoML tools on our way to building a fully-automated prediction pipeline.

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Combatting digital ignorance

CIO Business Intelligence

People who study technology value creation ceaselessly argue which tech term of art is least illuminating and most irksome. Is it digital transformation (the phrase that has launched a thousand consultancies and as many failed strategies)? Is it cloud computing? Is it the ridiculously overhyped and inexplicably under-explained 5G? Or is it the recently coined metaverse?

More Trending

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8 Steps to Leveraging Analytics to Create Successful Ecommerce Stores

Smart Data Collective

Analytics technology is taking the ecommerce industry by storm. Ecommerce companies are expected to spend over $24 billion on analytics in 2025. While there is no debating the huge benefits that analytics technology brings to the ecommerce sector , many experts are pondering what those actual benefits are. New ecommerce startups are discovering interesting ways to utilize analytics.

Analytics 114
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Top 13 Skills That Every Data Scientist Should Have

KDnuggets

Let me walk you through the top 13 data science skills that you should have to become a successful data scientist. Following this outline, you’ll have a great path of digestible steps to educate yourself and be prepared to apply for data scientist positions.

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South Africa’s Discovery drives customer loyalty via RPA, APIs

CIO Business Intelligence

The COVID-19 pandemic caused a significant shift in South African consumer behaviour, with more shoppers turning to loyalty programmes than ever before. In fact, the average economically active South African belongs to about eight different programmes. As the CIO of Discovery Vitality, Nadira Misthry is invested in this trend. Vitality is the rewards programme for Discovery, a South African-founded financial services organisation that serves the healthcare, life assurance, short-term insurance,

Insurance 141
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Blink Detection Application Using Computer Vision

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will learn how to make a real-time blink detector application using computer vision. Also, we will be using more libraries and mathematics to build such an application while going through a complete pipeline and code-by-code analysis. […].

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Do Data Companies Need Chief Ethics Officers?

Cloudera

Sometimes it takes a billion-dollar mistake to bring the murkier side of data ethics into sharp focus. Equifax found this out to their own cost in 2017 when they failed to protect the data of almost 150 million users globally. The catastrophic breach was bad enough on its own — but Equifax waited three months to go public with the news. As the public furore rose to a crescendo, the credit organization dragged its feet on disclosing exactly what kind of information had been leaked.

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8 Free MIT Courses to Learn Data Science Online

KDnuggets

Create a data science learning path with courses from the world’s most prestigious university.

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Snowflake launches Retail Data Cloud

CIO Business Intelligence

After launching the Healthcare and Life Sciences Data Cloud Platform just a week ago, Snowflake has announced a Retail Data Cloud aimed at helping retail and consumer goods companies make the most of their data. With Snowflake’s proprietary cloud data warehouse at its heart, the Retail Data Cloud brings together Snowflake’s highly-scalable data warehousing, analytics and compliance tools, with access to third-party data sources and resources through a data marketplace, and various partner consul

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How to Convert Jupyter Notebook into ML Web App?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Jupyter Notebook is a web-based interactive computing platform that many data scientists use for data wrangling, data visualization, and prototyping of their Machine Learning models. It is easy to use the platform, and we can do programming in many languages like Python, Julia, R, etc. […].

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Pros and Cons of Having a Data-Driven eCommerce Business on Amazon

Smart Data Collective

There are many ways that you can use big data to create a profitable business. One of the smartest ways for entrepreneurs to utilize data is by creating an ecommerce business. You can run a profitable ecommerce business through Amazon. SellerApp author Dilip Vamanan wrote a great article on the merits of using data analytics as an Amazon seller. However, you might want to also consider other ecommerce platforms for your data-driven ecommerce business.

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A Bug That Can Make You a Data Science Hero

KDnuggets

What if I tell you that there is a bug that can take you on a ride in the world of data science. Yes, if you have the bug of curiosity, consider yourself the best fit for the data science profession.

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Russians want to replace SAP with homegrown solutions

CIO Business Intelligence

Russian corporations believe they can replace software from Western vendors such as SAP with solutions they have developed themselves. Meanwhile, thousands of IT specialists are leaving the country. After several major software vendors including Microsoft, Oracle, and SAP announced they were shutting down their operations in Russia , Russian companies are apparently now looking to switch to homegrown solutions.

Software 116
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Ways to Transition into Data Science: Fresh Graduates and Experienced Professionals up to 5 years

Analytics Vidhya

Introduction Data Science is becoming one of the most lucrative sectors that professionals want to switch to from other domains. It is the same for freshers as well, with a growing number of fresh graduates wishing to join various professions that come under Data Science. However, there is a major problem that both candidates and […]. The post Ways to Transition into Data Science: Fresh Graduates and Experienced Professionals up to 5 years 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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Use AI to Get the Most Out of Your Social Media Marketing Strategy

Smart Data Collective

AI technology has become a very important part of modern business. More companies are using AI to automate a number of aspects of their operations and improve their ROI. One study from Accenture found that AI increases the profitability of the average business by 38%. One of the biggest benefits of AI technology is in the realm of marketing. You can use AI to automate many parts of your marketing strategy.

Marketing 105
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Time Series Forecasting with Ploomber, Arima, Python, and Slurm

KDnuggets

In this blog you will see how the authors took a raw.ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.

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10 reasons to keep that data center running

CIO Business Intelligence

The cloud with all of its ease and convenience is slowly eclipsing the racks and racks of machines that defined it. There are many practical reasons driving this movement away from the data center as a hallmark of information technology. Cloud service providers continue to roll out amazing products and time-saving services that make it simple to stand up amazing code.

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Predicting Possible Loan Default Using Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A loan default occurs when a borrower takes money from a bank and does not repay the loan. People often default on loans due to various reasons. Borrowers who default on loans not only damage their credit but also risk being sued […]. The post Predicting Possible Loan Default Using Machine Learning appeared first on Analytics Vidhya.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Social Analytics Tools Are Crucial for Successful Instagram Marketing

Smart Data Collective

Analytics-driven businesses need to be prudent about investing in the right technology. This is especially true when they are trying to come up with a sensible marketing strategy. Social analytics is a very important part of marketing. You can use social analytics tools to create an effective marketing campaign on Instagram, Facebook or other social media platforms.

Marketing 103
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Connect With the Data Science Community at Rev 3 in NYC, the #1 MLOps Conference

KDnuggets

The most ambitious Enterprise MLOps conference is coming to New York City on May 5-6, bringing the data science community together in-person for a one-of-a-kind event. This year, you’ll hear from 30+ speakers across dozens of industries. Save 50% with the promo code KDN. Register now!

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Google Cloud brings its search smarts to retail customers

CIO Business Intelligence

Google Cloud has released a new fully managed search tool, called Retail Search, which is aimed at retailers who are concerned about product discovery on their digital platforms. The service is intended to solve a common retail challenge of losing customers when they don’t immediately find their desired product on an ecommerce platform. This phenomenon, which Google calls search abandonment, could cost US retailers around $300 billion each year, according to research conducted jointly by Google

IT 111
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An Overview and Applications of Artificial Neural Networks

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Have you ever wondered how the human brain functions? There’s a good possibility you learned about it in school. The function of ANN is the same as that of neurons in the human nervous system. Let’s get this Artificial Neural Networks lesson started. […].

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Important Considerations When Migrating to a Data Lake

Smart Data Collective

Azure Data Lake Storage Gen2 is based on Azure Blob storage and offers a suite of big data analytics features. It is rapidly becoming the primary choice for companies and developers due to its superior performance. If you don’t understand the concept, you might want to check out our previous article on the difference between data lakes and data warehouses.

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Women of Teradata: Molly Treese

Teradata

In honor of Women's History Month, we are spotlighting Molly Treese, Teradata's Chief Legal Officer, as she looks back at her career in law & recounts the importance of inclusion in the workplace.

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CIO Cloud Transformation Summit – taking the digital enterprise to new heights

CIO Business Intelligence

For the conference keynote, Foundry (formerly IDG Communications) welcomes Corey Quinn , chief cloud economist at the Duckbill Group, where he speaks with Scott Carey on innovation and cost – the ability to have your cake and expense it too. Corey hosts the podcast “Screaming in the Cloud” and “AWS Morning Brief” podcasts; and curates “Last Week in AWS,” a weekly newsletter summarising the latest in AWS news, blogs, and tools, sprinkled with snark and thoughtful analysis in equal measure.

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Common A/B Testing Questions Asked During Interviews

Analytics Vidhya

Source: Unsplash Introduction Applying for jobs and preparing for multiple rounds of interviews with multiple companies can be more stressful than the existing job for many. The anticipation of what might be asked and how it might be asked can give sleepless nights. Today, I am going to try covering a tiny topic from the […]. The post Common A/B Testing Questions Asked During Interviews appeared first on Analytics Vidhya.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.