Sat.Aug 15, 2020 - Fri.Aug 21, 2020

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5 Pressing Global Issues AI is Solving

Analytics Vidhya

Overview Artificial Intelligence is a powerful tool capable of learning and executing various tasks Artificial Intelligence(AI) has the capacity to solve major global issues. The post 5 Pressing Global Issues AI is Solving appeared first on Analytics Vidhya.

Analytics 399
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Why Best-of-Breed is a Better Choice than All-in-One Platforms for Data Science

O'Reilly on Data

So you need to redesign your company’s data infrastructure. Do you buy a solution from a big integration company like IBM, Cloudera, or Amazon? Do you engage many small startups, each focused on one part of the problem? A little of both? We see trends shifting towards focused best-of-breed platforms. That is, products that are laser-focused on one aspect of the data science and machine learning workflows, in contrast to all-in-one platforms that attempt to solve the entire space of data workflow

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A Beginner’s Guide To Inventory Metrics And Best Practices

datapine

In our cutthroat digital economy, massive amounts of data are gathered, stored, analyzed, and optimized to deliver the best possible experience to customers and partners. At the same time, inventory metrics are needed to help managers and professionals in reaching established goals, optimizing processes, and increasing business value. That said, It’s extremely important setting up and tracking the inventory KPIs for your business is in order to evaluate and improve your performance.

Metrics 286
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The Business Analyst's Guide To Running Virtual Workshops

BA Learnings

The new normal of online working is bound to introduce new habits and learning opportunities for business analysts looking to navigate the tides of the post-pandemic workplace. From running physical workshops with a room filled with eager participants to managing virtual workshops where participants are in different geographical locations with some participants perhaps preferring to hide behind their screens.

Modeling 264
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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.

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Analysing Streaming Tweets with Python and PostgreSQL

Analytics Vidhya

Introduction We are aware of the massive amounts of data being produced each day. This humungous data has lots of insights and hidden trends. The post Analysing Streaming Tweets with Python and PostgreSQL appeared first on Analytics Vidhya.

Analytics 400
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Report “Data Management for Advanced Analytics.” (TIBCO) 

Corinium

With the diversity of advanced analytics tools on the market, how do you know which data management solution will work for your organization? Truth is, you just need to find the right one for your particular advanced analytics solution. That’s why we are giving you access to the new report “Data Management for Advanced Analytics.”. Research firm Transforming Data with Intelligence (TDWI) reports on data management strategies and best practices as explained by practitioners in the field.

Reporting 195

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Doing Power BI the Right Way: 2. Preparing source data

Paul Turley

Second post in the "Doing Power BI the Right Way" series. In a business intelligence solution, data must be shaped and transformed. Your data is rarely, if ever, going to be in the right format for analytic reporting.

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Docker-based Python Development with CUDA Support on PyCharm and/or Visual Studio Code

Analytics Vidhya

Introduction Setting up a development environment is not easy if you are inexperienced, especially if a lot of technologies you wish to learn are. The post Docker-based Python Development with CUDA Support on PyCharm and/or Visual Studio Code appeared first on Analytics Vidhya.

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How to link CX to ROI: Your free eBook inside

Corinium

Customer Experience (CX) Leaders across Asia-Pacific have been stretched to capacity through recent market turbulence and shifting business priorities. In a world where five star customer experiences have never been more important, CX teams are often expected to prove the value of experience management, continuously advocate for funding, and overall, do more with less.

ROI 195
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What Is Enterprise Architecture (EA)? – Definition, Methodology & Best Practices

erwin

Enterprise architecture (EA) is a strategic planning initiative that helps align business and IT. It provides a visual blueprint, demonstrating the connection between applications, technologies and data to the business functions they support. In this post: What Is Enterprise Architecture? Think City Planning. Why Is Enterprise Architecture Important?

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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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Zen and The Art of Data Maintenance: What’s the Truth About the Environment?

TDAN

What is the truth regarding environmental issues and how much is made up? Will our human race, as we know it, come to an end if we don’t take dramatic actions? Is this just hype? Are the issues often overstated and not that cataclysmic? Below are some truths. Which ones do you think are true? […].

IT 125
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Movie Recommendation and Rating Prediction using K-Nearest Neighbors

Analytics Vidhya

Introduction Recommendation systems are becoming increasingly important in today’s hectic world. People are always in the lookout for products/services that are best suited for. The post Movie Recommendation and Rating Prediction using K-Nearest Neighbors appeared first on Analytics Vidhya.

Analytics 369
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Data for Enterprise AI: at the very forefront of innovation

Cloudera

2020 may well go down as the year where what seems impossible today, did become possible tomorrow. It’s been a year filled with disruption and uncertainty. One day we were all going to the office, and the next we were working from home. Businesses had to literally switch operations, and enable better collaboration and access to data in an instant — while streamlining processes to accommodate a whole new way of doing things.

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Automatic Feature Engineering: An Event-Driven Approach

Dataiku

This blog post was originally published in October 2018 on Data From the Trenches. TL;DR : As data science evolves as a discipline, we think that it’s time to have a more systematic approach to feature engineering. That’s why we built EventsAggregator , an automatic feature engineering framework that leverages user’s knowledge to generate expressive features.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Knowledge Graphs vs. Property Graphs – Part 1

TDAN

We are in the era of graphs. Graphs are hot. Why? Flexibility is one strong driver: heterogeneous data, integrating new data sources, and analytics all require flexibility. Graphs deliver it in spades. Over the last few years, a number of new graph databases came to market. As we start the next decade, dare we say […].

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Query a MongoDB Database using PyMongo!

Analytics Vidhya

Overview We will discuss how you can query a MongoDB database using the PyMongo library. We will cover basic aggregation operations in MongoDB. The post Query a MongoDB Database using PyMongo! appeared first on Analytics Vidhya.

Analytics 356
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Why Data Doesn’t Have to Be That Big

DataCamp

Everyone wants to have a handle on big data. But small data and qualitative data are just as important.

Big Data 134
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Deploying on the Edge With ONNX

Dataiku

Edge computing is becoming a hot topic these days, and Dataiku is working hard to provide solutions to deploy models on all varieties of machines and environments. This article is for MLOps engineers who are looking for easy ways of deploying models in constrained environments. At the end of this article, readers will understand how they can deploy their models trained on Keras in DSS with ONNX runtime.

Modeling 105
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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.

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Better Estimates Through the Art of Guesstimation

TDAN

For years, I have been involved with estimating a wide variety of things. I have read about and then experimented with different estimation strategies. I have taught and coached others in estimation. I have worked with, and learned from, hundreds of people who also have a wide range of estimation experience. Throughout all this, I have identified […].

Strategy 103
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Top 4 Pre-Trained Models for Image Classification with Python Code

Analytics Vidhya

Introduction The human brain can easily recognize and distinguish the objects in an image. For instance, given the image of a cat and dog, The post Top 4 Pre-Trained Models for Image Classification with Python Code appeared first on Analytics Vidhya.

Modeling 352
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Reporting Solutions: A Complete Guide

FineReport

You may have used many tools that have some reporting function built-in. As your business grows, you’ll need complete reporting solutions to handle the fast-changing data and surging reports. Today, I will tell you how to develop reporting solutions that meet all relevant personnel’s needs in the reporting system. . Before start, let’s see what are reporting solutions, and what reporting solutions you should look for. .

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Will Chief AI Officer (CAIO) Be the New C-Suite Kid on the Block?

Dataiku

In most organizations today, having someone with a title like “Head of AI” (much less CAIO) would be a running joke. Mostly because, well… there aren’t a lot of companies out there yet who are really doing AI. But also because in theory, AI is something that should be distributed and pervasive across a business, not confined to a certain department or role.

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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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Finding Your Spot on the Remote Work Journey

CDW Research Hub

The COVID-19 pandemic has had far-reaching, profound effects on nearly every segment of the population. According to a new Pew Research Center survey , nearly nine in 10 U.S. adults say their life has changed at least a little as a result of the outbreak, including 44% who say their life has changed in a major way. The same can be said for American business: the coronavirus pandemic has forced digital transformation and remote work on organizations whether they were ready or not.

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Understand Conditional Probability Solving the Monty Hall Problem!

Analytics Vidhya

Overview Get to know what the Monty Hall Problem is. Understand conditional probability with the use of Monty Hall Problem. Introduction I was. The post Understand Conditional Probability Solving the Monty Hall Problem! appeared first on Analytics Vidhya.

Analytics 271
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IDC: FineReport ranks first in China’s business intelligence market share again!

FineReport

According to “IDC Semiannual Software Tracker for the Second Half of 2019”, the scale of China’s business intelligence software market reached US$490 million in 2019, with a year-on-year increase of 22.6%. And IDC predicts that the growth rate of China’s BI software market will slow down in 2020 due to the impact of the COVID-19 outbreak, with a year-on-year growth of 18.1%.

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Insight now offers deferred payment loans

Insight

Insight and Climb Credit partner to lower the barrier to thriving careers At Insight , we want to make sure that everyone with the right skills can participate in our programs, regardless of financial challenges. So, in addition to offering several scholarships to help reduce the barriers that keep you from taking those first steps to launch a thriving career, we are now offering deferred payment loans to Fellows in all of our programs through a partnership with Climb Credit.

Finance 97
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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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The Future Of The Telco Industry And Impact Of 5G & IoT – Part 1

Cloudera

Technology like IoT, edge computing and 5G are changing the face of CSPs. Communication Service Providers (CSPs) are in the middle of a data-driven transformation. The current scale and pace of change in the Telecommunications sector is being driven by the rapid evolution of new technologies like the Internet of Things (IoT), 5G, advanced data analytics and edge computing.

IoT 97
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Data Management 20/20: Anatomy of a Business Glossary Definition

TDAN

The business glossary is simple in concept, but it can be a challenge to structure, define and maintain shared business terminology. Consistent business meaning is important because distinctions between business terms are not typically well defined or documented. Standards exist for naming conventions, abbreviations and other pertinent metadata properties.

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Transform Your Clicks Into Leads With Marketing Attribution

Dataiku

As we saw in the first part of this blog series , marketing attribution aims to assign the credit for a purchase to the marketing channels (ads, email campaigns, etc) with which the user has interacted prior to making the purchase. Eventually, this could allow marketers to better allocate their budgets among different marketing channels in order to boost sales and improve the ROI.

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Tips for Operational Transfer Pricing: Managing Through a Downturn

Jet Global

Global organizations face multiple challenges during economic downturns, but the fallout unique to COVID-19 has presented new and unusual obstacles for finance and tax teams. Transfer pricing (TP) is one function in particular that requires significant attention as organizations navigate the multiple disruptions across consumer demand and their supply chains.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.