DataRobot Blog

MAY 26, 2022

Evaluating ML models for their conceptual soundness requires the validator to assess the quality of the model design and ensure it is fit for its business objective. In the model-fitting procedure, the modeler is then able to measure the impact of each factor against the outcome. Conceptual Soundness of the Model.

Risk 52

Risk Modeling Metrics Business Objectives 52

FineReport

APRIL 26, 2023

To choose the right big data analytics tools, it is important to consider various factors specific to the business. Here are some key factors to keep in mind: Understanding business objectives : It is important to identify and understand the business objectives before selecting a big data tool.

Big Data 52

Big Data Data Analytics Analytics Cost-Benefit 52

datapine

DECEMBER 17, 2019

But in this digital age, dynamic modern IT reports created with a state-of-the-art online reporting tool are here to help you provide viable answers to a host of burning departmental questions. Quality over quantity: Data quality is an essential part of reporting, particularly when it comes to IT.

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

AWS Big Data

MARCH 26, 2024

A Gartner Marketing survey found only 14% of organizations have successfully implemented a C360 solution, due to lack of consensus on what a 360-degree view means, challenges with data quality, and lack of cross-functional governance structure for customer data.

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

datapine

FEBRUARY 22, 2022

A business intelligence strategy refers to the process of implementing a BI system in your company. This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. Clean data in, clean analytics out. Ensure data literacy.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Key Performance Indicator 218