Sat.Feb 08, 2020 - Fri.Feb 14, 2020

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Hitchhike Your Way Through AI

bridgei2i

“The Answer to the Great Question… Of Life, the Universe and Everything… Is… Forty-two,’ said Deep Thought, with infinite majesty and calm.” There’s absolutely no doubt that Douglas Adams had a whale of a time when he wrote the intergalactic adventure that is ‘The Hitchhiker’s Guide to the Galaxy,’ but little did he imagine the metaphors that would spring into being basis this epic voyage across the universes.

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Data Literacy: A Potential $700m Opportunity for Enterprise Businesses

Corinium

With research showing that data literate enterprises are worth AUD $400-700 million more on average than their rivals, it’s time for data leaders to consider how they can release the value ‘trapped’ within their organisations. If a person can’t read or write, simple, everyday tasks become impossible. Imagine an employee trying to check their emails, schedule a meeting or edit a document without these essential skills.

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The #1 Way to Make Your Data Science Team Succeed

Dataiku

This blog post is part of a series of guest publications by Excelion Partners. Check out their blog and read about their projects here. Your data team is typically comprised of individuals from different backgrounds, with a variety of experience, skill, and knowledge levels, as related to data science and artificial intelligence. This makes communication and collaboration absolutely imperative to a successful data science project.

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4 Boosting Algorithms You Should Know – GBM, XGBM, XGBoost & CatBoost

Analytics Vidhya

How many boosting algorithms do you know? Can you name at least two boosting algorithms in machine learning? Boosting algorithms have been around for. The post 4 Boosting Algorithms You Should Know – GBM, XGBM, XGBoost & CatBoost appeared first on Analytics Vidhya.

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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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Data Governance and Metadata Management: You Can’t Have One Without the Other

erwin

When an organization’s data governance and metadata management programs work in harmony, then everything is easier. Data governance is a complex but critical practice. There’s always more data to handle, much of it unstructured; more data sources, like IoT, more points of integration, and more regulatory compliance requirements. Creating and sustaining an enterprise-wide view of and easy access to underlying metadata is also a tall order.

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Three Takeaways from CDAO UK 2020

Corinium

How the role of the CDAO is changing, data culture is spreading and organisations are scaling data-driven capabilities dominated the agenda at this year’s conference. Corinium’s 2020 Chief Data & Analytics Officers UK conference revealed how CDAOs, data teams and organisations are evolving to scale data capabilities and drive ROI more efficiently.

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How to use loc and iloc for Selecting Data in Pandas (with Python code!)

Analytics Vidhya

What is the difference between loc and iloc in Pandas? Put this down as one of the most common questions you’ll hear from Python. The post How to use loc and iloc for Selecting Data in Pandas (with Python code!) appeared first on Analytics Vidhya.

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3 Types and 5 Management Dashboard Examples Sorted by Departments

FineReport

Why We Need a Management Dashboard? “Pilots’ instincts are often wrong in bad weather and climates. Therefore, in-flight, trust our dashboard.” ——From “The Financial Report is Like a Story Book” by Liu Shunren, a professor at Taiwan University. The management dashboard is a “one-step” decision support management information center system for executives.

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Three Data and Analytics Predictions for 2020

Corinium

Ahead of this week’s Chief Data & Analytics Officers UK conference, Denodo’s Paul Moxon, Hitachi Vantara’s Gwyn Evans and Dataiku’s Nadim Antar give their top predictions for the UK’s data and analytics industry in 2020. More than 200 data and analytics leaders will get a taste of what the future has in store for them when they descend on London for Corinium’s Chief Data & Analytics Officers UK conference this week.

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Big Data Leads To Massive Time Saving Digital Resources

Smart Data Collective

Big data is changing the way we live in countless ways. We usually talk about the massive technological advances that AI and other big data technologies have brought to large companies. However, developments in data technology have also led to some important improvements for everyday consumers. One of the biggest benefits of big data is that it saves time.

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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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What is Bootstrap Sampling in Statistics and Machine Learning?

Analytics Vidhya

Introduction Have you ever struggled to improve your rank in a machine learning hackathon on DataHack or Kaggle? You’ve tried all your favorite hacks. The post What is Bootstrap Sampling in Statistics and Machine Learning? appeared first on Analytics Vidhya.

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AI for Good with DataRobot: Saving the World One Use Case at a Time

DataRobot

We are excited to announce the first round of program participants in AI for Good: Powered by DataRobot. Welcome Kiva International, DonorsChoose, University of California San Francisco’s Brain and Spinal Injury Center, Anacostia Riverkeeper, and Medical Faculty Mannheim - Heidelberg University to the DataRobot family! We look forward to providing updates on their AI-driven humanitarian use cases throughout the year.

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The Data Literacy Blueprint

Corinium

How Asia Pacific’s Business Leaders Can Unlock the Full Potential of Data & Analytics. Data literacy levels in Asia Pacific are startlingly low, with just 20% of workers saying they’re confident in their fluency with data; digital transformation strategies are frequently falling well short of their true potential. CDAOs have long experienced the disconnect between the language of data and the business.

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Terrifying Big Data Report Shows Anyone Can Get Your Info for $2

Smart Data Collective

Big data is a great asset for countless people all over the world. A growing number of companies are relying on data to deliver more value for their customers. One report shows the market for big data could reach $103 billion in the next seven years. Unfortunately, big data comes with a price. It can compromise our privacy, as more and more people can get access to it.

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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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Gartner’s 2020 Magic Quadrant is Out! Check out the latest developments in Best Analytics Tools

Analytics Vidhya

What’s the best Business Intelligence and Analytics tool in the market? A plethora of data science and business intelligence professionals and organizations have asked. The post Gartner’s 2020 Magic Quadrant is Out! Check out the latest developments in Best Analytics Tools appeared first on Analytics Vidhya.

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Tackle data privacy with an intelligent data catalog

IBM Big Data Hub

Data breaches have far reaching consequences. They pose a significant financial cost in lost business, fines, and remediation, often averaging 3.92 million USD according to a study by the Ponemon Institute.

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The Zendesk Customer Experience Trends 2020

Corinium

Customer loyalty can help drive the success of a business, and the customer experience (CX) drives loyalty. The data is clear: 74% of customers feel loyal to a particular brand or company. 52% of customers report going out of their way to buy from their favorite brands. But loyalty must be cultivated and maintained—and without the right care, it’s easily lost.

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Big Data Technology Is Crucial To Your Educational Pursuits

Smart Data Collective

I still remember my college days. Technology was more readily available than ever, but big data was not a thing yet. Students were not using big data to assist with their learning goals. Today, big data is vital to the learning process. A number of companies have been built solely to create big data platforms for students. Business leaders are constantly trying to come up with new ideas on how to make life simpler.

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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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Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures

Analytics Vidhya

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. The post Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya.

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Effective Report Design: a step-by-step guide

FineReport

The design of reports can be considered from two aspects: layout and system. You may have seen many articles emphasize how to improve the layout of the report. Today, let’s learn the report designing from the perspective of the report system. No matter what type of report you’re designing, with the guidelines below, your report will catch your boss’s eyes. . 1.The Basics of Report Designing .

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Diversity and Inclusion: It’s not enough to get invited to the party, get invited to dance

Alation

Modern organizations are always looking for a competitive edge in this rapidly changing era of digital transformations. With research showing that a more diverse team leads to increased revenue, “diversity and inclusion” is on every company’s agenda. Despite this fact, it’s been no secret that tech companies regularly fall below the national average when it comes to diversity of race, gender, and educational background.

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All Data Drift is Not Created Equal.

DataRobot

Predictive models learn patterns in training data and use that information to predict target values for new data. There are two data sets at play in this process, the training data and the scoring or inference data. The model will work well in production (i.e., produce accurate predictions in line with expectations) when the new inference data is similar to the training data.

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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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Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)

Analytics Vidhya

Overview Convolutional neural networks (CNNs) are all the rage in the deep learning and computer vision community How does this CNN architecture work? We’ll. The post Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs) appeared first on Analytics Vidhya.

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Humanizing Data: How Data Can Actually Save Lives

Sisense

Blog. Data can change the world, really. In Humanizing Data, we spotlight how organizations are using data to help build a better world. We explore the journey they took, the people they affected, and the change they drove. Recent coverage of the Indiana Donor Network showcased the amazing story around how data and technology is helping in an unexpected way: it’s saving more lives.

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Why We Decided to Rethink Incentive Trips

Alation

Incentive Trips: These two words provoke vastly different feelings from different people. Traditionally, incentive trips were exclusively for sales people and executives. They would go to an exotic locale, get a little bit of sun, and celebrate their big wins. Incentive trips were a reward for being top sellers and leading the company. Simple enough.

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Three ways the California Consumer Privacy Act (CCPA) can help bolster your customer satisfaction

IBM Big Data Hub

Data has grown exponentially over the last decade, to the extent where it is often referred to as a “natural resource,” and its rapid and uncontrolled growth has resulted in its poor management. This exploitation is a result of the theft or breach of data, as well as the limited controls and rights that people associated with this data can exercise.

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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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What’s the Difference between Data Visualization and Data Storytelling in F&A?

Jet Global

Today’s CFOs are more than the head of accounting and finance. They’re increasingly considered the data steward for the entire enterprise, meaning the person who makes data accessible and valuable for everyone else. As finance leaders evolve to become information experts , they must understand how data informs decision making. At this point, most companies have more than enough data with which to work, but they’re still struggling to work with it efficiently and effectively.

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Boost Engagement, Drive Better Decisions with Custom Analytics

Sisense

Blog. Developing analytic apps is a bold new direction for product teams. The Toolbox is where we talk development best practices, tips, tricks, and success stories to help you build the future of analytics and empower your users with the insights and actions they need. Is your business data-driven? You probably feel like you have to say “yes.” However, if you really are, then you’re in the minority!

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Scan Your Badge and Make a Difference

Alation

Next week we’re headed to the annual Gartner Data & Analytics Summit in Sydney, Australia and we’re doing something a bit different at our booth! If you’ve been keeping up with the news, you’ve heard about the destructive bushfires that have burned more than 27.2 million acres across Australia. As a California-based company, we’ve witnessed […].

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Paula Curtis: Helping a school system discover business insights and serve students

IBM Big Data Hub

This story is part of Analytics Heroes , a series of profiles on leaders transforming the future of business analytics.

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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.