The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

IBM Big Data Hub

OCTOBER 16, 2023

Containers have increased in popularity and adoption ever since the release of Docker in 2013, an open-source platform for building, deploying and managing containerized applications. Organizations might have different needs and different goals regarding their container strategy and must align what they measure with those goals.

Data Processing 80

Data Processing Dashboards Metrics Software 80

Occam's Razor

JANUARY 31, 2017

There is only one simple message above, and just two metrics that matter. Delete anything that's redundant, and simply visualize what's left for sharper focus. The challenge of course is that it is quite odd to see that the 2,120k number is on a graph that is visually lower than 106k. My approach was simple.

Visualization 148

Visualization IT Strategy Key Performance Indicator 148

O'Reilly on Data

DECEMBER 12, 2019

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. 8] , [12] Again, traditional model assessment measures don’t tell us much about whether a model is secure.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

AWS Big Data

AUGUST 7, 2023

to create forecast tables and visualize the data. Time series data is plottable on a line graph and such time series graphs are valuable tools for visualizing the data. The data contains measurements of electric power consumption in different households for the year 2014. In our case, we use Amazon Redshift Query Editor v2.0

Forecasting 81

Forecasting Data Warehouse Machine Learning Modeling 81

Occam's Razor

DECEMBER 9, 2013

One that reflects the customer expectations of 2013. To learn more about the Do in stage one please review my See-Think-Do-Coddle framework for content, marketing and measurement.]. Or Ford (it is amazing that in 2013, for such an expensive product, it looks so… 2005). Look at the colors. Look at the icons. Beat Motrin.

Marketing 165

Marketing Analytics Key Performance Indicator Optimization 165

Occam's Razor

OCTOBER 14, 2014

[See step four in the process for creating your Digital Marketing and Measurement Model.]. should be 1,356,000), you've set a clear line in the sand as to what performance will be declared a success or a failure at the end of the measurement time period. If you have set the targets for your KPIs up front (Unique Visitors for Sept.

Key Performance Indicator 133

Key Performance Indicator Metrics Reporting Marketing 133