Sat.Dec 04, 2021 - Fri.Dec 10, 2021

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Building a solid data team

KDnuggets

How do you put together a solid data science team when it comes to developing data-driven products? A variety of roles are available to consider, so which ones do you need and which are most crucial?

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Understanding hypothesis testing through an end to end case study

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. ” The only way to test the hypothesis is to look for all the information that disagrees with it – Karl Popper“ Hypothesis Testing comes under a broader subject of Inferential Statistics where we use data samples to draw inferences on the population […]. The post Understanding hypothesis testing through an end to end case study appeared first on Analytics Vidhya.

Testing 381
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2021 Gift Giving Guide for Data Nerds

DataKitchen

Back by popular demand, we’ve updated our data nerd Gift Giving Guide to cap off 2021. We’ve kept some classics and added some new titles that are sure to put a smile on your data nerd’s face. Here are eight highly recommendable books to help you find that special gift. ?? ?? ???. Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI, by Randy Bean.

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Good UX Design Principles Must Be Predicated on Big Data

Smart Data Collective

Meta Description: Having a website and/or mobile app is important for your business success. That is why you have to know the good UX design principles. Continue to read this blog post for more important details. Big data technology has transformed the web design and e-commerce professions in recent years. It is no longer possible to rely on artistic abilities or even coding skills alone.

Big Data 134
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Should You Become a Freelance Artificial Intelligence Engineer?

KDnuggets

Take the first step towards your machine learning engineering career and explore the UC San Diego Extension Machine Learning Engineering Bootcamp today. Those with prior software engineering or data science experience are encouraged to apply.

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Top 10 Articles Published in 2021 on Analytics Vidhya

Analytics Vidhya

Introduction Our long-time followers know how much writing is at the core of this organization. After all, writing data science articles is from where it all started. And with each passing year, we have achieved nothing short of miracles with this intention to teach people with our words. At the end of 2021, we are […]. The post Top 10 Articles Published in 2021 on Analytics Vidhya appeared first on Analytics Vidhya.

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4 Ways To Grow Your Business With Big Data

Smart Data Collective

Decision making is a big part of running a business, and in today’s world, big data drives that decision making. The power of big data has become more available than ever before. Big data has been highly beneficial to business. Decisions like whether or not to expand a certain division or add a big contractor are understood to require painstaking data analytics, research and planning before execution.

Big Data 130
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Top Stories, Nov 29 – Dec 5: Why Machine Learning Engineers are Replacing Data Scientists

KDnuggets

Also: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; Most Common SQL Mistakes on Data Science Interviews; 19 Data Science Project Ideas for Beginners.

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Stress Detection using AutoML: FEDOT Framework

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Background In the current times, stress has become one of the prominent portions of our lives. Detecting stress is one of the key elements towards improving a person’s health. In this article, we will study how stress detection can be done using AutoML by […]. The post Stress Detection using AutoML: FEDOT Framework appeared first on Analytics Vidhya.

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What is embedded analytics, and how does it benefit BI?

DataKitchen

The post What is embedded analytics, and how does it benefit BI? first appeared on DataKitchen.

Analytics 244
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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Data Technology Trends That Will Reshape the Future of Accounting

Smart Data Collective

It’s no secret that big data technology has transformed almost every aspect of our lives — and that’s especially true in business, which has become more tech-driven and sophisticated than ever. The financial and accounting sector has been particularly impacted by these developments. The market size for financial analytics was worth $6.7 billion last year.

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Deep Neural Networks Don’t Lead Us Towards AGI

KDnuggets

Machine learning techniques continue to evolve with increased efficiency for recognition problems. But, they still lack the critical element of intelligence, so we remain a long way from attaining AGI.

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Introduction to TIBCO Spotfire for Interactive Data Visualization and Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction This article will introduce you to the Spotfire Business Intelligence tool for creating interactive visualization, performing data analysis, and data science. Spotfire a major player in the BI space is a product from TIBCO. The latest version is Spotfire 11. Spotfire Beginner-friendly and […].

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DataOps Therapy with DataKitchen’s Founders

DataKitchen

In a rare exclusive, DataKitchen's Founders, Eric Estabrooks, Gil Benghiat & Chris Bergh, give some much-needed DataOps Therapy & Data & Analytics advice. The post DataOps Therapy with DataKitchen’s Founders first appeared on DataKitchen.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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On the first day of Christmas my Chief Data Officer (CDO) said to me…

Andrew White

Hope you enjoy this festive blog. On the first day of Christmas my CDO said to me, a budget in and on time. On the second day of Christmas my CDO said to me, two data clouds, and a budget in and on time. On the third day of Christmas my CDO said to me, three analytics, two data clouds, and a budget in and on time. On the fourth day of Christmas my CDO said to me, four data hubs, three analytics, two data clouds, and a budget in and on time.

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Main 2021 Developments and Key 2022 Trends in AI, Data Science, Machine Learning Technology

KDnuggets

Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.

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Pre-trained Stacked Model to Detect Pneumonia

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Let’s learn about the pre-trained stacked model and detect if the person has Pneumonia or not. Introduction Computer Vision is taking over the world, tasks that were previously handled by humans themselves are now being done via computer in many fields. One of the […]. The post Pre-trained Stacked Model to Detect Pneumonia appeared first on Analytics Vidhya.

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A 2022 Guide to Zero Trust for Data Protection

Smart Data Collective

Data breaches have become far more common in recent years. There were nearly 1,300 data breaches between January 1, 2021 and September 30, 2021. This was nearly 20% higher than all of 2020, when data breaches already became higher than ever due to so many people staying at home. The rate of data breaches is going to continue to increase, due to the changing nature of the economy.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Anticipate Market Moves With News Sentiment Analysis

Dataiku

Everyday, thousands of newspapers, news websites, specialist blogs, paid news networks, and many other sources publish financial news. They may cover stocks and other financial instruments movements as well as company announcements and journalistic investigations. This information is crucial to trading desks and related functions managing funds across banks and other financial institutions.

Marketing 105
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Analyzing Scientific Articles with fine-tuned SciBERT NER Model and Neo4j

KDnuggets

In this article, we will be analyzing a dataset of scientific abstracts using the Neo4j Graph database and a fine-tuned SciBERT model.

Modeling 160
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Top Data Science Guest Authors of 2021

Analytics Vidhya

Introduction Analytics Vidhya has been at the helm when it comes to publishing high-quality content since the beginning of its inception. From the latest developments to guiding people through the thorns of career, Analytics Vidhya has it all in its blog archives. And this would not have been possible without leveraging the power of the […]. The post Top Data Science Guest Authors of 2021 appeared first on Analytics Vidhya.

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Data Security Considerations Pertaining to HIPAA Fax

Smart Data Collective

Data security is very important in any industry. You have to take all possible measures to make sure data is properly encrypted and secured. However, data protection is even more important in the healthcare sector. There are special regulations regarding patient data, which you must carefully adhere to. These data protection regulations even apply to things like sending faxes.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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How Cascade Bicycle Club Became a Data-Driven Nonprofit

Dataiku

In this article, you will learn about how Cascade Bicycle Club , a U.S.-based nonprofit, became a data-driven organization and empowered their volunteers with greater access to analytics.

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Introduction to Binary Classification with PyCaret

KDnuggets

PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with few lines only. See how to use it for binary classification.

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What does numpy.random.seed() do?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction What is numpy.random.seed? Are you confused about what number to feed in the seed? For what situation can I use this function? In case you have any of these or all questions in your mind. You have come to the right place. This article will answer […]. The post What does numpy.random.seed() do?

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AI has Driving Innovation in the Flooring Industry

Smart Data Collective

A number of industries have been affected by artificial intelligence technology. It is no surprise that more businesses are using AI as they discover the benefits it has to offer. The benefits of AI is more obvious to some businesses than others. However, some industries are discovering the wonderful benefits of AI in unexpected ways. For example, the flooring industry has been heavily influenced by advances in AI technology.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Achieving Trusted AI With Model Interpretability

Dataiku

AI is increasingly at the center of our most critical customer interactions — it drives decisions about how we treat customers, how we respond, how we service, and what we recommend to customers.

Modeling 105
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Using Datawig, an AWS Deep Learning Library for Missing Value Imputation

KDnuggets

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

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Stock price using LSTM and its implementation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Long short term memory (LSTM) is a model that increases the memory of recurrent neural networks. Recurrent neural networks hold short term memory in that they allow earlier determining information to be employed in the current neural networks. For immediate tasks, the earlier […].

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Improve Your Business on Instagram with AI Tools

Smart Data Collective

Artificial intelligence has become an invaluable part of modern marketing. A growing number of companies are using AI technology to better understand their customers, personalize content and develop more targeted and engaging content. One of the ways that AI technology is helping shape modern marketing strategies is with Instagram marketing. Many social media marketers have discovered a number of AI-driven tools that have made Instagram marketing more effective than ever.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.