Sat.May 16, 2020 - Fri.May 22, 2020

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New to Git and GitHub? This Essential Beginners Guide is for you

Analytics Vidhya

Overview Git and GitHub are essential tools for any data science professional who wants to code Learn the value and the in’s and out’s. The post New to Git and GitHub? This Essential Beginners Guide is for you appeared first on Analytics Vidhya.

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What to Do When AI Fails

O'Reilly on Data

These are unprecedented times, at least by information age standards. Much of the U.S. economy has ground to a halt, and social norms about our data and our privacy have been thrown out the window throughout much of the world. Moreover, things seem likely to keep changing until a vaccine or effective treatment for COVID-19 becomes available. All this change could wreak havoc on artificial intelligence (AI) systems.

Risk 359
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Zendesk - The Impact of COVID-19 on CX

Corinium

With the coronavirus outbreak, customer experience teams across the globe have had to rapidly adapt amid ticket spikes, customer cancellations, market volatility, and increased uncertainty. Each week brought new challenges , and business simply wasn't business as usual. Most teams responding to customers are now in a work from home environment, putting additional strain on their ability to respond to customers effectively.

Snapshot 195
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Data Science Blogs-R-Us

Rocket-Powered Data Science

I have written articles in many places. I will be collecting links to those sources here. The list is not complete and will be constantly evolving. There are some older blogs that I will be including in the list below as I remember them and find them. Also included are some interviews in which I provided detailed answers to a variety of questions. In 2019, I was listed as the #1 Top Data Science Blogger to Follow on Twitter.

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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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Running Low on Time? Use PyCaret to Build your Machine Learning Model in Seconds

Analytics Vidhya

Overview PyCaret is a super useful and low-code Python library for performing multiple machine learning tasks in double-quick time Learn how to rely on. The post Running Low on Time? Use PyCaret to Build your Machine Learning Model in Seconds appeared first on Analytics Vidhya.

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Data Governance as an Emergency Service

erwin

Data governance (DG) as a an “emergency service” may be one critical lesson learned coming out of the COVID-19 crisis. During times of crises, many of the less critical programs of work may be put on hold however ground-breaking they are. Organizations need to understand what the most critical operational activities are and the most impactful projects that need to proceed.

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Data, Analytics And Insights Investments Produce Tangible Benefits. Yes, They Do.

Boris Evelson

If you set out to build a boil-the-ocean business case for why to invest in data, analytics and insights initiatives – stop. Use your precious time to instead focus on prioritizing the investment categories across where you are in your business insights maturity. Because they will yield tangible benefits – both top and bottom-line benefits. […].

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Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills

Analytics Vidhya

Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for. The post Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills appeared first on Analytics Vidhya.

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Unlocking IT cost savings with IBM Cloud Pak for Data

IBM Big Data Hub

With COVID-19 and the current market uncertainty, every business leader is under unprecedented pressure to cut their expenses while still ensuring business continuity - no one, more so than the CIO. Enabling this new reality of virtual collaboration, automation and self-service while supporting the increased focus on data, analytics and AI is forcing IT leaders to reduce complexity and consolidate their offerings.

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Zen and the Art of Data Maintenance: Being Zen With Coronavirus Data

TDAN

Is it possible to listen without opinion, judgement or stories [i]? In this coronavirus pandemic, many people have strong opinions, judgement, and stories. For example: — “This is ridiculous, and we are overacting.”— “We have not been careful enough and are not being careful enough. This is serious!”— “We have shut down our economy over […].

IT 119
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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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Remote Data Science: How to Make it Work

Dataiku

Remote work is the ultimate litmus test of the data organization’s robustness. Many inefficiencies may go unnoticed when working in the office that ultimately lead to significant loss of time or of project relevance, but these issues can at least be partially mitigated by informal discussions and water cooler interactions. The Challenges of Remote Data Science.

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Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV

Analytics Vidhya

Overview Optical Character Recognition (OCR) is a widely used system in the computer vision space Learn how to build your own OCR for a. The post Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV appeared first on Analytics Vidhya.

Analytics 400
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How to Operationalize Enterprise Analytics in the Telco Industry

Teradata

Operationalizing world class analytics into day-to-day processes can help solve some of the greatest challenges in the telecommunications industry. Find out more.

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Data Culture Issues and How to Fix Them

TDAN

If your organization uses data—and even if it doesn’t—you have a data culture. Think about the ways that you and your colleagues interact with and discuss data. Are people afraid of it? Do they trust it? Is it spoken about as a driver of business and competitive edge or just the exhaust of your existing […].

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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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What Is MLOps & Why It Matters More Than Ever

Dataiku

When building an Enterprise AI strategy that is fit to carry the business through economic highs and lows, it’s critical to have systems for monitoring models in production and to be able to quickly introduce, test, train, and implement new models in order to shift strategies or adapt to changing environments on a dime. Enter: MLOps.

IT 105
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5 Handy Excel Tricks for Conditional Formatting Every Analyst Should Know

Analytics Vidhya

Overview Conditional formatting is a useful and powerful feature in Microsoft Excel that you should master We’ll discuss 5 handy conditional formatting tricks here. The post 5 Handy Excel Tricks for Conditional Formatting Every Analyst Should Know appeared first on Analytics Vidhya.

Analytics 361
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Scaling AI at Lufthansa: A Think digital 2020 spotlight

IBM Big Data Hub

In the airline industry, timing and synchronization are everything when it comes to the customer experience. Mitigating unforeseen circumstances against customer expectations and good old supply and demand are all issues well within the wheelhouse of AI’s predictive capabilities. It’s no wonder that Deutsche Lufthansa AG, Germany’s largest airline, recognized early on that with the right data and AI strategy, it could enhance the customer experience and better empower its employees while achievi

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Drill Down and Drill Through Analysis in Reports: Definition and Examples

FineReport

Drill down and drill through are two analysis features often used in reports. Today, let’s discover their powerful features and different use cases. . Drill Down Report . A drill-down report allows the user to navigate the data from a comprehensive view of the data to a more detailed one. It assumes a hierarchical relationship between data. Therefore, the user can be taken to a more granular level of the data by clicking a specific visualization element on the web report.

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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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Simply Install: Apache Hadoop

Insight

Hadoop is one of the most mature and well-known open-source big data frameworks on the market. Sprung from the concepts described in a paper about a distributed file system created at Google and implementing the MapReduce algorithm made famous by Google, Hadoop was first released by the open-source community in 2006. Fourteen years later, there are quite a number of Hadoop clusters in operation across many companies, though fewer companies are probably creating new Hadoop clusters?

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What are Python Iterators and Generators? Programming Concepts Every Data Science Professional Should Know

Analytics Vidhya

Iterators – One at a Time! Python is a beautiful programming language. I love the flexibility and the incredible functionality it provides. I love. The post What are Python Iterators and Generators? Programming Concepts Every Data Science Professional Should Know appeared first on Analytics Vidhya.

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How to Develop a Sustainable Digital Platform

TDAN

“The digital world is here but our old companies are simply not yet designed for digital.” Jeanne Ross (Designed for Digital) Your business may need to develop a new digital platform to replace your existing application-centric IT solution. Your current application portfolio may have reached a size and level of complexity that is expensive and […].

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Panduan Untuk Meningkatkan Pelaporan Data Anda

FineReport

Dulu ketika pelaporan data terdiri dari satu tumpukan angka, mungkin kita tidak bisa membayangkan tool modern yang telah merevolusi pelaporan data: indah, nyaman, dan terintegrasi dengan berbagai sistem. Saat ini, laporan data telah menjadi dasar dalam pembuatan keputusan dan juga terkait erat dengan analisis data dan intelijen bisnis untuk membantu kita mendapatkan gambaran yang lebih jelas mengenai bisnis kita.

KPI 98
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Create a cluster of instances on AWS

Insight

Distributed computing frameworks often require the creation of a set of machines that work with one another to perform some sort of large-scale data processing. This cluster of computing resources can be provided through a variety of services. For instance, Amazon Web Services offers a service called EMR, which allows the user to quickly spin up a Spark cluster and configure how many machines will make up the cluster.

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Empower Your Finance Team to Handle Change in Uncertain Times

Jet Global

The world is undergoing rapid change. Now more than ever, Finance teams need to stay agile and adapt to rapidly changing business conditions. At the same time, they need to remain robust and fully in control of their figures. How do you use your financial planning and reporting tools to maximize performance during uncertain times? Join our free webinar on May 28 to learn how you can: Extend planning and reporting beyond finance.

Finance 98
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PODCAST: COVID19 | Redefining Digital Enterprises – Episode 5: COVID-19 and Changing Business Landscape in Australia

bridgei2i

PODCAST: COVID 19 | Redefining Digital Enterprises. Episode 5: COVID-19 and Changing Business Landscape in Australia. Listening time: 11 minutes. COVID-19 and Changing Business Landscape in Australia. In this episode of AI to Impact, Muthu Kumar, Senior VP and Region Head, APAC & ME at BRIDGEi2i, discusses how the pandemic has affected various sectors in Australia.

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Bagaimana Pemula Dapat Membuat Dashboard yang Keren?

FineReport

Dalam tren big data saat ini, visualisasi data telah menjadi mode tampilan interaktif yang dikagumi semua orang dan dashboard banyak digunakan untuk menampilkan kinerja bisnis di perusahaan. Jika kita dapat memahami dan menguasai teknologi ini, saya yakin keahlian ini akan sangat bermanfaat didalam karir kita. Jadi bagaimana caranya membuat dashboard yang baik, terutama untuk pemula?

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Tips for organizing large interactive Zoom sessions

Insight

Photo by Chris Montgomery on Unsplash At Insight , we regularly organize and run large interactive Zoom meetings that include several back-to-back breakout sessions. Below are a few quick tips to remember to ensure that your large group Zoom meetings run smoothly and gain more engagement: A structured agenda is key Prepare a clear agenda and share it with participants prior to the meeting.

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Key Takeaways About Data Privacy in the Age of COVID-19

DataCamp

Governments and businesses exploit crises to consolidate and rearrange power, claiming that citizens need to give up privacy for the sake of security. But is this tradeoff a false dichotomy? And what type of tools are being developed to help us through this crisis?

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AI and Analytics in Asset Management (and How Dataiku Can Help)

Dataiku

“The application of advanced analytics to specific business problems has begun to deliver value for traditional asset managers — not by replacing humans but by enabling them to make better decisions quickly and consistently.” This quote comes from a McKinsey report on data and analytics in asset management, and subtly nods to the gradual rise in data and analytics adoption across the asset management value chain.

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3 Tahap Menuju Analisis Finansial yang Efektif

FineReport

Secara umum, laporan finansial dapat menampilkan situasi finansial perusahaan, hasil kinerja, dan arus kas. Tapi, ini hanyalah konsep buram karena data asli tidak dapat “berbicara” dan Anda tidak dapat mengetahui kesimpulan hanya dari data finansial. Untuk membuat data tersebut “berbicara”, menampilkan situasi finansial perusahaan dan masalah, Anda perlu menganalisis laporan finansial secara efektif dan menampilkannya dengan bentuk dan metode yang benar.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.