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 398
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Data-Driven in 2022: Data Management Opportunities in the Year Ahead

DataKitchen

The post Data-Driven in 2022: Data Management Opportunities in the Year Ahead first appeared on DataKitchen.

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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 132
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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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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 128
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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.

Analytics 130
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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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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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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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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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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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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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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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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.

IT 151
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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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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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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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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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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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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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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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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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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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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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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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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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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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Accessibility Quick Wins: Lower the Reading Level

Depict Data Studio

How do we make our graphs more accessible? There’s a misconception that accessibility takes all day, that’s it’s costly, or that it’s complicated. Those are all false. Accessibility is woven into all my trainings, but since this is a topic I get asked about a lot, I decided to make a new talk that’s focused just on accessibility for dataviz. In Spring 2021 I gave a talk at the Good Tech Fest conference about dataviz accessibility quick wins.

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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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6 Steps to Build a Successful BI Strategy Roadmap

FineReport

Business intelligence strategy is seen as a roadmap designed to help companies measure their performance and strengthen their performance through architecture and solutions. Therefore, creating a successful BI strategy roadmap would have a great positive impact on organization efficiency. How to develop a smart BI strategy? Here are 6 steps to make your BI strategy creating goes easier.

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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.