Mon.Apr 22, 2019

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Demystifying Automated Analytics, AI in BI and AutoML

DataRobot Blog

by Jen Underwood. So many buzzwords, so much confusion. Automated analytics, artificial intelligence (AI)-driven BI, and automated machine learning (AutoML), aren’t these terms describing the exact same thing? NO. Although these technologies may. Read More.

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How to Present Data to a Non-Technical Audience

Smart Data Collective

. When you’re presenting data analytics or any technical information to a non-technical audience, it can be difficult. You have to think about the components of a good presentation in general, but also how to simplify complex subjects and information and make them resonate with your target audience. If you’re someone who understands data analytics well or is highly technical, it can be especially challenging to know how to make your presentation work for the needs of an audience which is differ

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The Strategist: Why Business Canvases aren’t enough if you don’t consider value creation

Jen Stirrup

The Strategist: Be the Leader Your Business Needs by Cynthia Montgomery. My rating: 5 of 5 stars. The value of this book lay in its ability to distill important, insightful points in a digestible format. In The Strategist: Be the Leader Your Business Needs , Montgomery helps you to think about applying and understanding the market forces in your industry.

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Announcing DataRobot tools V4.0 for Alteryx

DataRobot

We’re happy to announce the new V4 release of our popular DataRobot tools for Alteryx. We’ve taken the feedback from hundreds of customers and partners to incorporate even more robust functionality into the connectors.

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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’s New in the Jet 20.0 Spring Release

Jet Global

Spring has officially sprung! And you know what that means…a new Jet Global product release! We will be rolling out the official Jet 20.0 Release this April and want to tell you about some of the new features and benefits you can expect to see. At Jet Global, we are always trying to make our reporting, analytics, and data management solutions easier to use, more powerful, and better.

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SQL Join Types Explained Visually – How to Teach People SQL

The Data School

Data within a database exists across multiple tables, JOINs allow you to combine datasets into new tables for analysis.

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Minimize for loop usage in Python

MLWhiz

Python provides us with many styles of coding. In a way, it is pretty inclusive. One can come from any language and start writing Python. However, learning to write a language and writing a language in an optimized way are two different things. In this series of posts named Python Shorts, I will explain some simple but very useful constructs provided by Python, some essential tips and some use cases I come up with regularly in my Data Science work.

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Our Top 20 Most-Read Data and Analytics Research Last Week (to Apr 21)

Andrew White

Click here for an interactive PDF to connect to the research directly. This list excludes our branded research such as Magic Quadrants etc.

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Making Sure Your Dashboard Always Gets Better – How to Design a Dashboard

The Data School

Once a dashboard is built and shared it is not done. You should maintain it and improve it by using audience feedback.

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An Interview with a Data Scientist

Grooper

An interview with Pranshuk Kathed, machine and deep learning enthusiast. Data scientists are a precious resource, so I thought I'd ask some basic questions to try and shed a little light on the basics. I thought I'd bust some of the hype too, but - the hype is true.

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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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Dashboard Design Process – How to Design a Dashboard

The Data School

Overview of all the steps in a dashboard design process

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Introduction – How to Teach People SQL

The Data School

Introduction about why teaching SQL requires understanding of the audience who is less adept at dealing with abstract ideas

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What Makes a Great Dashboard (ACES) – How to Design a Dashboard

The Data School

Learn the best practices behind dashboard design to support decision making

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Accessing Data – How to Teach People SQL

The Data School

Accessing data within a company requires being given permission to the data, learning how to ask questions in SQL, and how to explore a schema.

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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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Find the Best Visualizations for Your Metrics – How to Design a Dashboard

The Data School

Decide what chart works best for your visualization based on if you want to show composition, relationship, distribution or comparison.

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How SQL Subqueries Work – How to Teach People SQL

The Data School

Visualize how subqueries work in SQL by seeing the intermediate table that is created during the process.

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Why Databases – How to Teach People SQL

The Data School

Databases are better for managing data than spreadsheets when you consider size, accuracy, and security

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Introduction – How to Design a Dashboard

The Data School

Dashboards are the way data people help the rest of an organization make data driven decisions.

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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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Finding the Data That Builds Metrics – How to Design a Dashboard

The Data School

Learn to collaborate with your data team to discover what data can be used within a dashboard.

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Sharing the Dashboard – Distribution Strategies – How to Design a Dashboard

The Data School

Learn the best practices and common pitfalls of sharing out your dashboard to a wide audience.

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Arranging Your Visualizations as a Dashboard – How to Design a Dashboard

The Data School

Maximize understanding of a dashboard by arranging data visualizations intelligently.

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Build the Metrics – How to Design a Dashboard

The Data School

Use SQL to query the database to get the data behind the metrics people want to see.

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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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Debugging SQL: 0 Rows Returned – How to Teach People SQL

The Data School

Learn the most common reasons you will get 0 rows returned from your SQL query.

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How SQL Aggregations Work – How to Teach People SQL

The Data School

Visualize how SQL aggregates data by viewing examples of COUNT, AVG, and SUM

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Left & Right Join - Animated – How to Teach People SQL

The Data School

Visualize how SQL is joining two tables using a Left JOIN and a Right JOIN

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What is a?Dashboard? – How to Design a Dashboard

The Data School

Learn what dashboards are and why they are important to making decisions.

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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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Scaling Dashboards – How to Design a Dashboard

The Data School

Successful dashboards get used a lot so they need to be built to scale

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Debugging SQL: Syntax Errors – How to Teach People SQL

The Data School

Learn the most common reasons you will get a SQL error due to syntax.

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Full Outer Join - Animated – How to Teach People SQL

The Data School

Visualize how SQL is joining two tables using a Full Outer JOIN

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Dashboard Prototyping and Feedback – How to Design a Dashboard

The Data School

Learn techniques to prototype your dashboard and iterate on it

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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.