Remove Metrics Remove Statistics Remove Visualization Remove Workshop
article thumbnail

Digital Dashboard: Make You Prosper In Digital Era

FineReport

In general, digital dashboard integrates all key performance indicators and data into the dashboard of the same business area, so as to visually display the current status and historical trends of the company, and further assist the company’s decision-making. Workshop application of FineReport’s digital dashboard.

article thumbnail

Why you should care about debugging machine learning models

O'Reilly on Data

Partial dependence, accumulated local effect (ALE), and individual conditional expectation (ICE) plots : this involves systematically visualizing the effects of changing one or more variables in your model. There are a ton of packages for these techniques: ALEPlot , DALEX , ICEbox , iml , and pdp in R; and PDPbox and PyCEbox in Python.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Improve reliability and reduce costs of your Apache Spark workloads with vertical autoscaling on Amazon EMR on EKS

AWS Big Data

The data, fetched from the Kubernetes Metric Server, feeds into statistical models that VPA constructs in order to build recommendations. In short, vertical autoscaling sets up VPA to track the container_memory_working_set_bytes metric for the Spark executor pods that have vertical autoscaling enabled.

Metrics 75
article thumbnail

Data Science, Past & Future

Domino Data Lab

He was saying this doesn’t belong just in statistics. He also really informed a lot of the early thinking about data visualization. It involved a lot of work with applied math, some depth in statistics and visualization, and also a lot of communication skills. The first one is about company culture.

article thumbnail

Themes and Conferences per Pacoid, Episode 9

Domino Data Lab

On the other hand, as Lipton emphasized, while the tooling produces interesting visualizations, visualizations do not imply interpretation. ML model interpretability and data visualization. From my experiences leading data teams, when a business is facing difficult challenges, data visualizations can help or hurt.

article thumbnail

The Data Visualization Design Process: A Step-by-Step Guide for Beginners

Depict Data Studio

Visualizing data in charts, graphs, dashboards, and infographics is one of the most powerful strategies for getting your numbers out of your spreadsheets and into real-world conversations. But it can be overwhelming to get started with data visualization. If so, this step-by-step data visualization guide is for you!

article thumbnail

The Gartner 2021 Leadership Vision for Data & Analytics Leaders Webinar Q&A

Andrew White

Coding skills – SQL, Python or application familiarity – ETL & visualization? But we are seeing increasing data suggesting that broad and bland data literacy programs, for example statistics certifying all employees of a firm, do not actually lead to the desired change. We do have good examples and bad examples.