October, 2020

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Predicting Stock Prices using Reinforcement Learning (with Python Code!)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The share price of HDFC Bank is going up. It’s on. The post Predicting Stock Prices using Reinforcement Learning (with Python Code!) appeared first on Analytics Vidhya.

Python 400
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Europe’s largest data science community launches the digital network platform for this year’s conference

Dataconomy

The DN Unlimited Conference will take place online for the first time this year More than 100 speakers from the fields of AI, machine learning, data science, and technology for social impact, including from The New York Times, IBM, Bayer, and Alibaba Cloud Fully remote networking opportunities via a virtual. The post Europe’s largest data science community launches the digital network platform for this year’s conference appeared first on Dataconomy.

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4 Incredible Benefits Of IoT-Based Indoor Mapping

Smart Data Collective

The IoT is becoming increasingly commercialized. IDC estimates that there will be 41.6 billion IoT devices online by 2025. As the IoT continues to expand, companies across the world are looking for new ways to embrace its potential. One of the most overlooked benefits of the IoT is with indoor mapping. Companies can find a number of useful IoT approaches to achieve this goal.

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Nhung Ho – Data Science in a Cloud World

Data Science 101

This is a great talk for data scientists and managers of technology teams. If you do data science in 2020 or beyond, there is a good chance the cloud will be involved. Topics covered: Lessons learned when migrating data science (or technology in general) to the cloud AI services available via different cloud providers Workflows in the cloud and more.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Is Writing as Important as Coding?

Eugene Yan

As careers grow, how does the balance between writing & coding change? Hear from 4 tech leaders.

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Alation is the Clear Leader in The Forrester Wave™: Machine Learning Data Catalogs, Q4 2020

Alation

The post Alation is the Clear Leader in The Forrester Wave™: Machine Learning Data Catalogs, Q4 2020 appeared first on Alation.

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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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Has Machine Learning Made Cryptocurrencies Traceable?

Smart Data Collective

Machine learning has become a major game changer for the cryptocurrency industry. Most of the benefits are machine learning have been positive for the market. Machine learning is being used to predict price patterns more easily. However, some of these changes are not as welcome. Machine learning is making cryptocurrencies easier to trace. Since their inception, cryptocurrencies have gained popularity in several parts of the world.

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How mature is your customer data strategy?

Twilio Segment

Segment has developed a Customer Data Maturity Model that will help you understand where you are on your journey and provide specific recommendations on how to take your organization to the next level.

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How to Install Google Scalable Nearest Neighbors (ScaNN) on Mac

Eugene Yan

Step-by-step walkthrough on the environment, compilers, and installation for ScaNN.

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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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Inside the latest IBM Storage Announcements - Live from IBM Tech U

DataCentric podcast

It's all about cloud-native and containers as IBM announces a slew of new features and offerings at its annual IBM Tech U event. The announcements included: Spectrum Protect Plus enhancements for containers in production. Spectrum Scale container-native storage access for Red Hat OpenShift. Spectrum Discover now has deeper integration with Red Hat Openshift Container Storage & IBMB Cloud Digest Storage File Access Vmware vSphere 7 support for end-to-end NVMe Increased capacity for SCM in

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Create a Word Cloud or Tag Cloud in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction I have always been in love with Data Visualization since the. The post Create a Word Cloud or Tag Cloud in Python appeared first on Analytics Vidhya.

Python 400
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Nhung Ho – Data Science in a Cloud World

Data Science 101

This is a great talk for data scientists and managers of technology teams. If you do data science in 2020 or beyond, there is a good chance the cloud will be involved. Topics covered: Lessons learned when migrating data science (or technology in general) to the cloud AI services available via different cloud providers Workflows in the cloud and more.

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A Cloud-Based UI/UX Design Tool For Better Collaboration

Smart Data Collective

Cloud design tools are creating a new future for the design profession. One study found that 47% of companies that use CAD software are implementing or strongly considering implementing a cloud-based CAD solution in the future. The number of professionals using other cloud-based design applications is even higher. We talked about the use of machine learning and big data in web development.

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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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Data Literacy for All: Free data skills training for individuals and organizations

Tableau

Tanna Solberg October 13, 2020 - 9:19pm Courtney Totten Director, Academic Programs We use data everyday for our jobs and in our daily lives. Whether you’re optimizing your sales organization or researching climate change, understanding data is a key ingredient for success. Although most people are familiar with the current trend of growing amounts of data, there is a skills gap in data literacy - defined as the ability to explore, understand, and communicate with data.

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How Prototyping Can Help You to Get Buy-In

Eugene Yan

Building prototypes helped get buy-in when roadmaps & design docs failed.

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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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Ultimate Beginners Guide to Breaking into the Top 10% in Machine Learning Hackathons

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview Finishing in the top 10% in Machine Learning Hackathons is a. The post Ultimate Beginners Guide to Breaking into the Top 10% in Machine Learning Hackathons appeared first on Analytics Vidhya.

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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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Exploratory v6.2 Released!

learn data science

I’m super excited to announce Exploratory v6.2! ??? As always, we have a bunch of new features & enhancements, here’s a quick overview of the following areas. Summary View Analytics Chart Data Wrangling Dashboard Parameter Summary View Reference lines for Mean & Midian Now you can see the mean and the median values as reference lines on top of the histogram charts for numerical columns.

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Machine Learning Maximizes Email Marketing ROI With List Segmentation

Smart Data Collective

Email has proven to be a remarkably resilient marketing medium. The ROI of email marketing can be up to 4,400%. However, email marketing is also rather complicated. Businesses that depend on email marketing need to take advantage of various types of technology to leverage it effectively. We have previously written about the benefits of data driven marketing , but wanted to focus more on the benefits of machine learning as well.

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Alation + Dataiku: Drive Greater Value from Data Science

Alation

The post Alation + Dataiku: Drive Greater Value from Data Science appeared first on Alation.

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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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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Fast reinforcement learning through the composition of behaviours

DeepMind

Imagine if you had to learn how to chop, peel and stir all over again every time you wanted to learn a new recipe. In many machine learning systems, agents often have to learn entirely from scratch when faced with new challenges. It’s clear, however, that people learn more efficiently than this: they can combine abilities previously learned. In the same way that a finite dictionary of words can be reassembled into sentences of near infinite meanings, people repurpose and re-combine skills they a

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Exploratory Data Analysis – The Go-To Technique to Explore Your Data!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Exploratory Data Analysis(EDA) is one of the most underrated and under-utilized. The post Exploratory Data Analysis – The Go-To Technique to Explore Your Data! appeared first on Analytics Vidhya.

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A short history of CRM and the long evolution of CDP

Twilio Segment

We're about to enter the era of the customer data platform. How did we get here and where are we headed?

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Phenomenal Data-Driven Insights Spark Growth In Auto Transport Industry

Smart Data Collective

Deloitte Analytics author Ashwin Patil recently talked about the incredible benefits of big data in the automotive sector. His article focused primarily on the applications of big data in auto manufacturing. “At the same time, big data and analytics today offer previously unthinkable possibilities for tackling these and many other challenges automakers face.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Alation 2020.3: Discussing Customer-Centric Design with Colin Poindexter, Alation’s Product Design Lead

Alation

The post Alation 2020.3: Discussing Customer-Centric Design with Colin Poindexter, Alation’s Product Design Lead appeared first on Alation.

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Data Discovery Platforms and Their Open Source Solutions

Eugene Yan

What questions do they answer? How do they compare? What open-source solutions are available?

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The perfect file server

Christian Haschek

If you've ever thought of building a file server, you probably had one or more of these thoughts

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7 Feature Engineering Techniques in Machine Learning You Should Know

Analytics Vidhya

Overview Feature engineering techniques are a must know concept for machine learning professionals Here are 7 feature engineering techniques you can start using right. The post 7 Feature Engineering Techniques in Machine Learning You Should Know appeared first on Analytics Vidhya.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.