Tue.Jan 21, 2020

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Are you struggling to get started with Data Quality?   Interview with IQ International

Corinium

We are pleased to be working with our media partner, IQ International on our Chief Data & Analytics Officer Brisbane event, where they will be sharing some of their work in developing best practice data quality metrics for every industry. We will be joined by Dan Myers (USA), President at IQ International. We caught up with him ahead of the conference to learn more about the work they do.

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Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)

Analytics Vidhya

Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings. The post Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!) appeared first on Analytics Vidhya.

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Boosting Enterprise Adoption of Self-Service Data Analytics

Corinium

The need for widespread enterprise analytics to accelerate business growth and operational efficiencies is clear: Forrester says that insights-driven businesses are growing at an average of more than 30% each year, and by 2021 will take $1.8 trillion from less-informed peers. But achieving enterprise adoption is a challenge that requires a commitment from leadership to either drive a top-down analytics mission or enable a bottom-up self-service adoption driven by users.

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Top 5 AI trends for 2020

KDnuggets

We are all witnessing a staggering growth of AI technology with so many new benefits for people while also changing the way we live and work. As AI continues to grow, which applications will have a significant impact in 2020?

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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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Understanding Simpson’s Paradox to Avoid Faulty Conclusions

Sisense

Blog. Everyone wants to get more out of their data, but how exactly to do that can leave you scratching your head. Our BI Best Practices demystify the analytics world and empower you with actionable how-to guidance. One of the simplest ways to start exploring your data is to aggregate the metrics you are interested in by their relevant dimensions. For example, assuming you would like to explore your company’s revenue , you would analyze it by countries, products, time, etc.

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Artificial Intelligence Books to Read in 2020

KDnuggets

Here are some AI-related books that I’ve read and recommend for you to add to your 2020 reading list!

More Trending

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Explaining Black Box Models: Ensemble and Deep Learning Using LIME and SHAP

KDnuggets

This article will demonstrate explainability on the decisions made by LightGBM and Keras models in classifying a transaction for fraudulence, using two state of the art open source explainability techniques, LIME and SHAP.

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BI Cubed: Data Lineage on OLAP Anyone?

Octopai

How much time has your BI team wasted on finding data and creating metadata management reports? BI groups spend more than 50% of their time and effort manually searching for metadata. In fact, BI projects used to take many months to complete and require huge numbers of IT professionals to extract data. However, over time new technologies and tools developed to ease data reporting and analysis.

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How to reinvent your career with computer science

KDnuggets

There is great news for anyone looking to make a career switch into computer science. So, what does it take to make the leap? Check out three top tips for budding computer scientists, as well as the Computer Science online MSc from the University of Bath.

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What's trending in data in 2020?

Data Insight

Last year almost 200 data leaders attended DI Day, demonstrating an abundant thirst for knowledge and support to drive data transformation projects throughout their diverse organisations. So what will this year bring? This year we expect to see organisations continue to leverage the power of data to deliver business value and growth. Here’s what we think will be the biggest data trends throughout the coming year: 5G Everything Vodafone piloted the 5G phenomena last year, launching 5G in Auckland

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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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New Webinar: Learn How to Put Customer-facing Decisions at the Heart of Your Digital Transformation

Decision Management Solutions

According to IDC, 85% of enterprise decision-makers say they have two years to make significant inroads into digital transformation or they will fall behind their competitors and suffer financially. While many Digital Transformation initiatives are focused on improving the customer experience, often too little attention is paid to the customer-facing operational decisions that impact customers every day.

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Get The Most Out Of Smart Business Intelligence Reporting

datapine

Big data plays a crucial role in online data analysis , business information, and intelligent reporting. Companies must adjust to the ambiguity of data, and act accordingly. Spreadsheets no longer provide adequate solutions for a serious company looking to accurately analyze and utilize all the business information gathered. That’s where business intelligence reporting comes into play – and, indeed, is proving pivotal in empowering organizations to collect data effectively and transform in

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Grammy Predictions 2020: Tuning in to the Song and Record of the Year

DataRobot

This blog is meant to be a fun and unique take on predicting song of the year for the 62nd Annual Grammy Awards.

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How Operationalization of Alternative Data is Reshaping the Asset Management Industry

Dataiku

Alt-D. You can try this on your keyboard, but it won’t do anything. It’s just the new shortcut for hedge fund and asset managers seeking alpha. JPMorgan Chase estimated that in 2017, more than $2 billion were invested in alternative data to boost funds performance. On top of that, Deloitte indicates that the number of alternative data analysts has quadrupled in the past five years.

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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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The Advent And Scope Of AI Marketing In 2020 And Beyond

Smart Data Collective

When it comes to bridging the existing gap between data science and its usage , targeting better marketing results, nothing beats the utilitarian nature of AI. While artificial intelligence alone is capable of sifting through humongous data sets for analyzing the relevant ones, AI marketing is slowly but steadily shaping up into a venture that comes with a host of benefits over the conventional ways of promoting a product or service.

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AI Brings Impressive Features to Sales Funnel Builders

Smart Data Collective

Artificial intelligence has had a fantastic impact on the marketing profession. SAS.com has a very useful guide on the benefits of artificial intelligence for marketers. They pointed out that there are three areas where big data is being leveraged in this vertical. One of the biggest ways that artificial intelligence has proven to be most valuable has been in the development of sales funnel tools.

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