Sat.Oct 17, 2020 - Fri.Oct 23, 2020

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10 Questions Every Data Science Beginner Asks (with Answers and Resources)

Analytics Vidhya

Overview Data science beginners tend to ask some common questions about their career and learning path Here are 10 such questions with comprehensive answers. The post 10 Questions Every Data Science Beginner Asks (with Answers and Resources) appeared first on Analytics Vidhya.

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Savvy Companies Find Brilliant Ways To Benefit From Inbound Call Data

Smart Data Collective

Countless companies recognize the growing importance of big data. However, many of them lack the insights needed to acquire and utilize data effectively. There are so many possible sources of data, but they don’t tap them to their full advantage. One of the most overlooked sources of data is from inbound calls. Companies are finding new ways to leverage call data to their full advantage.

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Why Have a Data Science Portfolio and What It Shows

Eugene Yan

Not 'How to build a data science portfolio', but 'Whys' and 'Whats'.

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Accelerating the Kubernetes Container Experience

DataCentric podcast

Containers have been embraced by IT organizations across the board. No longer strictly limited to dev ops and non-production environments, we're starting to see production enterprise applications being deployed into Kubernetes-managed containers. These deployments quickly expose the limitations of the technology. Joining hosts Matt Kimball & Steve McDowell (both analysts at Moor Insights & Strategy) is Diamanti's vice present of product, Brian Walden.

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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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SQL vs NoSQL Databases – A Key Concept Every Data Engineer Should Know

Analytics Vidhya

Overview Understand what SQL and NoSQL databases are. Go through the prominent difference between SQL and No SQL Databases. This is not an exhaustive. The post SQL vs NoSQL Databases – A Key Concept Every Data Engineer Should Know appeared first on Analytics Vidhya.

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4 Data Analytics Tools That Will Revolutionize Marketing In 2021

Smart Data Collective

Data analytics is at the forefront of the modern marketing movement. Companies need to use big data technology to effectively identify their target audience and reliably reach them. Every business needs a go-to-market strategy or the GTM strategy to reach the target customers and stay ahead of their competitors. Big data should be leveraged to execute any GTM campaign.

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FermiNet: Quantum Physics and Chemistry from First Principles

DeepMind

In an article recently published in Physical Review Research, we show how deep learning can help solve the fundamental equations of quantum mechanics for real-world systems. Not only is this an important fundamental scientific question, but it also could lead to practical uses in the future, allowing researchers to prototype new materials and chemical syntheses in silico before trying to make them in the lab.

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8 Things you Absolutely Should Know Before Starting your Data Science Career

Analytics Vidhya

Overview Making a successful transition into data science is a tricky prospect Here are 8 things you must know about building your data science. The post 8 Things you Absolutely Should Know Before Starting your Data Science Career appeared first on Analytics Vidhya.

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Freelancers Use Big Data To Streamline Cryptocurrency

Smart Data Collective

Big data is changing the nature of cryptocurrency trading in unanticipated ways. A number of cryptocurrency experts have discovered new ways to use big data to improve the scalability of their networks. Freelancers and other small businesses need to find creative ways to embrace big data. They should look for data-driven strategies to invest in cryptocurrencies.

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Using least privilege to configure customer data access

Twilio Segment

PII is automatically masked to all workspace users unless explicitly granted access by the workspace owners. This allows your company to raise the bar on end-user data protection while harnessing Segment's full power to achieve your business priorities.

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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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Inside the Hyper-Scale Server Market & the Future of the Data Center

DataCentric podcast

The hyper-scale market is often a leading indicator of broader enterprise data center trends. This is true of software to manage scalability, autonomous management, security, disaggregated storage, and AI/ML. Jay Shenoy, vice president of technology for Hyve, joins hosts Matt Kimball & Steve McDowell (each a senior technology analyst at Moor Insights & Strategy) to talk about what he's seeing in this space.

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What are the differences between Data Lake and Data Warehouse?

Analytics Vidhya

Overview Understand the meaning of data lake and data warehouse We will see what are the key differences between Data Warehouse and Data Lake. The post What are the differences between Data Lake and Data Warehouse? appeared first on Analytics Vidhya.

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5 Vital And Helpful Data-Driven Tips To Bolster Cybersecurity

Smart Data Collective

Big data is changing the future of cybersecurity in unanticipated ways. One poll found that 84% of companies felt that big data was critical for preventing cybersecurity attacks. Every organization needs to take all possible precautions to stop cyberattacks. They need to invest in data-driven strategies to stop malware distribution and other online attacks.

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CDP Week Day 3: The past and the future of customer engagement

Twilio Segment

Keynotes, panels, AMAs, day 3 of CDP Week had it all. In case you missed it or want a quick refresher, here’s our highlights from the day.

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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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Generate Background Blur using Deep Learning in Python with this Simple Tutorial

Analytics Vidhya

Overview Get to know the deep learning model we will use and ReLu6 Understand how to get blur background using deep learning Introduction The. The post Generate Background Blur using Deep Learning in Python with this Simple Tutorial appeared first on Analytics Vidhya.

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The Mathematics Behind Support Vector Machine Algorithm (SVM)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction One of the classifiers that we come across while learning about. The post The Mathematics Behind Support Vector Machine Algorithm (SVM) appeared first on Analytics Vidhya.

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Data Science Blogathon Winners are Here and Announcing Blogathon 2!

Analytics Vidhya

The Data Science Blogathon is Over! Long Live the Data Science Blogathon II! Take a deep breath. The first Data Science Blogathon was an. The post Data Science Blogathon Winners are Here and Announcing Blogathon 2! appeared first on Analytics Vidhya.

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Perform Regression Analysis with PyTorch Seamlessly!

Analytics Vidhya

image courtesy Introduction This is probably the 1000th article that is going to talk about implementing regression analysis using PyTorch. so how is it. The post Perform Regression Analysis with PyTorch Seamlessly! 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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Introduction to the Hadoop Ecosystem for Big Data and Data Engineering

Analytics Vidhya

Overview Hadoop is among the most popular tools in the data engineering and Big Data space Here’s an introduction to everything you need to. The post Introduction to the Hadoop Ecosystem for Big Data and Data Engineering appeared first on Analytics Vidhya.

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Introduction and Implementation to Neural Style Transfer – Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. INTRODUCTION What is Deep Learning? Deep Learning is a subset of Machine. The post Introduction and Implementation to Neural Style Transfer – Deep Learning appeared first on Analytics Vidhya.

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Examining the Simple Linear Regression method for forecasting stock prices using Excel

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Even though there are myriad complex methods and systems aimed at. The post Examining the Simple Linear Regression method for forecasting stock prices using Excel appeared first on Analytics Vidhya.

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Types of Tables in Apache Hive – A Quick Overview

Analytics Vidhya

Overview Apache Hive is a must-know tool for anyone interested in data science and data engineering Learn about the different types of tables un. The post Types of Tables in Apache Hive – A Quick Overview appeared first on Analytics Vidhya.

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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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Here’s Why Free VPNs Are A Data Privacy Nightmare

Smart Data Collective

This summer, a major report on data breaches was released. This report was more concerning than most other reports on data breaches, because it turned out that several free VPN providers had been the target. According to the Sydney Morning Herald, more than 20 million users were affected by the data breach and over 1 billion records were exposed. This was one of the most concerning data breaches in modern history.

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Data Analytics Is Critical For Preventing Investing Mistakes

Smart Data Collective

Data analytics is the backbone of modern investing. Stock, bond, crypto and other investors have discovered the powerful advantages of data-driven analysis. We have talked about the benefits of big data in investing before. We felt it was time to delve into the topic in more depth. How Can You Use Big Data to Make Better Investing Decisions? Big data is changing the nature of investing in fundamental ways.

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4 Data-Driven Approaches To Bolster Email Deliverability

Smart Data Collective

The concept of email marketing predates the big data phenomenon by at least 20 years. However, data-driven insights have clearly played a profound role in the future of email marketing. Companies need to find new ways to use big data to embrace new email strategies. One of the most important things that they should do is find data-driven approaches to enhance email deliverability.

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CDP Week Day 4: Making your customer data strategy a success

Twilio Segment

On the final day of CDP Week 2020, we went out with a bang. Let's take a quick look at some of the main highlights from the day.

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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.

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CDP Week Day 1: Building the customer data platform for a digital world

Twilio Segment

The first day of CDP Week featured a suite of new announcements to empower companies to deliver flawless digital experiences.

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CDP Week Day 2: Evolution, adaptation, and experimentation

Twilio Segment

Day 2 saw another full house at CDP Week. Here’s a quick recap of the highlights.

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5 Essential Cybersecurity Tips For Data Centric Businesses In 2021

Smart Data Collective

Businesses in 2021 need to take a more data-driven approach than ever before. This entails utilizing big data for marketing, optimizing finances and addressing countless other purposes. However, big data has also created some concerns for many businesses. Their internal data could be exposed. If customer data is exposed during a data breach, then they could face a very expensive crisis.

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5 Crucial Database Practices For Overseeing Sound Big Data Strategies

Smart Data Collective

Big data has led to some major breakthroughs for businesses all over the world. Last year, global organizations spent $180 billion on big data analytics. However, the benefits of big data can only be realized if data sets are properly organized. One of the most important steps is to make sure that databases are properly structured, organized and secured.

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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.