Sat.Apr 25, 2020 - Fri.May 01, 2020

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How to Deploy Machine Learning Models using Flask (with Code!)

Analytics Vidhya

Overview Deploying your machine learning model is a key aspect of every ML project Learn how to use Flask to deploy a machine learning. The post How to Deploy Machine Learning Models using Flask (with Code!) appeared first on Analytics Vidhya.

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Serendipity: Accuracy’s Unpopular Best Friend in Recommenders

Eugene Yan

What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.

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20.5 Years of XP and Agile

Hacker News

In the fall of 1999 I got the biggest productivity boost of my entire career as a software developer. In the October issue of IEEE Computer magazine, there was an article by Kent Beck called “Embracing change with extreme programming” In it, he outlined Extreme Programming (XP), which includes much of what we now refer to as agile development.

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IoT, AI, And Blockchain: The Trio Revamping The Business Economy

Smart Data Collective

Believe it or not, the business and technology world have become so correlated that every time the development of technology enters the next phase, the business economy also experiences a significant impact. Whenever a new technology enters the list, the entrepreneurs and marketers begin to unveil its potential and related opportunities to revamp their existing business model and processes.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Statistics for Data Science: What is Normal Distribution?

Analytics Vidhya

Introduction to the Normal Distribution Have you heard of the bell curve? It tends to be among the most discussed water-cooler topics among people. The post Statistics for Data Science: What is Normal Distribution? appeared first on Analytics Vidhya.

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Surviving and Adapting to COVID-19, Part 1: Healthcare and Insurance

DataRobot

The COVID-19 outbreak is causing complex repercussions as it spreads at unprecedented speed, overwhelming healthcare systems globally and affecting all other industries. The global health emergency coupled with an oil price war has triggered an economic downturn. Companies, customers, suppliers, and employees are trying to cope with a situation nobody was prepared for, including the complete cessation of activity in some industries, such as sports, events, and hospitality.

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Startups And Big Data: Why Leaders Are Not Always Keen

Smart Data Collective

In recent years, the term Big Data has become the talk of the town, or should we say, the planet. By definition , big data analytics is the complex process of analyzing huge chunks of data, trying to uncover hidden information — common patterns, unusual relationships, market trends, and above all, client preferences. All these are taken into careful consideration and big decisions are made based on the calculations, with high hopes of success.

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A Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study)

Analytics Vidhya

The Importance of Exploratory Data Analysis (EDA) There are no shortcuts in a machine learning project lifecycle. We can’t simply skip to the model. The post A Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study) appeared first on Analytics Vidhya.

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Enterprise AI: Accelerating Healthcare Organizations Toward Value-Based Care

DataRobot

For Symphony Care Network, typical payment models didn’t make sense for either the patients or the company. The type of patients they see at their facilities are post-acute patients, typically having recently had some type of orthopedic or cardiac surgery who are looking to stay for up to two weeks for rehabilitation. Given their unique model and to improve both quality measures and the company’s financial sustainability, they implemented -- with the help of DataRobot’s Enterprise AI platform --

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All About Live Streaming with Marco Novo

Data Science 101

The post All About Live Streaming with Marco Novo appeared first on Ryan Swanstrom.

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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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Rapidly Growing Business Benefits Of Data-Driven Remote IT Support

Smart Data Collective

Big data is changing the nature of IT support. The impact of big data on this field is two-fold: Companies are using big data to provide better IT support Big data technology has created a number of new challenges that need to be addressed. IT support services are exploring new ways to use big data to offer better services. Margaret Rouse of TechTarget reports that IT companies are using big data in innovative ways.

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Career Paths in Business Analytics – Plan your Next Best Role in the Data Science World

Analytics Vidhya

This article talks about various roles available in Business Analytics and Data Science world and the career path you can expect from each of these roles. The post Career Paths in Business Analytics – Plan your Next Best Role in the Data Science World appeared first on Analytics Vidhya.

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What Public Health Interventions Can Teach Us About Building Data Literacy Programs

Alation

The post What Public Health Interventions Can Teach Us About Building Data Literacy Programs appeared first on Alation.

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10+ Simple Yet Powerful Excel Tricks for Data Analysis

Analytics Vidhya

Overview Microsoft Excel is one of the most widely used tools for data analysis Learn the essential Excel functions used to analyze data for. The post 10+ Simple Yet Powerful Excel Tricks for Data Analysis appeared first on Analytics Vidhya.

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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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How Businesses Are Using Big Data For Social Media Marketing?

Smart Data Collective

The term “data” has been a staple of the internet industry ever since its inception in the ’80s. With more and more focus shifting towards the digital sphere managing data has been quite essential especially considering the amount of data that needs to be stored and analysed. Big data is the field of science that deals with data sets that are too large and complex that your traditional data processing tools cannot handle.

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Crucial Programming Concepts For Data Scientists

Smart Data Collective

The demand for big data increased by $1.89 billion last year. As the need for data technology grows, so will the demand for data scientists. Unfortunately, many people struggle to develop the skills to become high-paid data scientists. They have a lot of difficulty with the programming aspects of the job. If you intend to become a professional data scientist , then you need to understand the basics as a programmer.

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5 Unique Ways People Use Social Data In Their Business

Smart Data Collective

In this modern age, if you want to take your business to new heights and want to get ahead of your competitors, then you will have to keep up with the technology and trends in digital marketing. One way in which digital marketing helps you a lot is that it provides you social data. No matter what your target audience is, they have social media accounts, they are using hundreds of different kinds of mobile apps, and they are consuming content on YouTube or Netflix.

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The Best Data Management Tools For Small Businesses

Smart Data Collective

As the world is gradually becoming more dependent on data, the services, tools and infrastructure are all the more important for businesses in every sector. Data management has become a fundamental business concern, and especially for businesses that are going through a digital transformation. A survey from Tech Pro Research showed that 70 percent of organisations already have a digital transformation strategy or are developing one.

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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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Cyber Threats In The Coronavirus Era

Smart Data Collective

In terms of the coronavirus pandemic, we are all in the same proverbial boat. At this stage there is an insufficient amount of data concerning the health risks, so we must all take the same precautions for our own safety and for the safety of others around us. We are also required to follow the same restrictive measures that attempt to contain or mitigate the spread of the virus.

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The Ultimate NumPy Tutorial for Data Science Beginners

Analytics Vidhya

Highlights NumPy is a core Python library every data science professional should be well acquainted with This comprehensive NumPy tutorial covers NumPy from scratch, The post The Ultimate NumPy Tutorial for Data Science Beginners appeared first on Analytics Vidhya.

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How to Approach a Comprehensive Data Literacy Program

Alation

The post How to Approach a Comprehensive Data Literacy Program appeared first on Alation.