DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. This flexibility allows you to import your local code into the DataRobot platform and continue further experimentation using the combination of DataRobot Notebooks with: Deep integrations with DataRobot comprehensive APIs.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

The Unofficial Google Data Science Blog

JANUARY 16, 2018

Experimentation on networks A/B testing is a standard method of measuring the effect of changes by randomizing samples into different treatment groups. However, this assumption no longer holds when samples interact with each other, such as in a network. Figure 4 is a visual representation of these steps.

Testing 58

Testing Experimentation Measurement Modeling 58

Domino Data Lab

DECEMBER 4, 2020

Domino Lab supports both interactive and batch experimentation with all popular IDEs and notebooks (Jupyter, RStudio, SAS, Zeppelin, etc.). We can also plot the observed maximum concentration values and visually inspect the minimum, quartiles, median, and outliers by drug dose. References. [1] pain_df.TIME.==

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

AWS Big Data

OCTOBER 19, 2023

To learn more, refer to Exploring new ETL and ELT capabilities for Amazon Redshift from the AWS Glue Studio visual editor. or later supports change data capture as an experimental feature, which is only available for Copy-on-Write (CoW) tables. For instructions, refer to Set up IAM permissions for AWS Glue Studio.

Data Lake 109

Data Lake Data Warehouse Visualization Snapshot 109

Insight

MARCH 12, 2020

Text synopses are ‘tokenized’ with the aid of a reference library. After some experimentation, I landed on a strategy I’ll call ‘warm encoding’: if greater than 1% of tags were in a particular class, I encoded the book as belonging to that class, non-exclusively. DistilBERT tokenization and embedding, from Jay Alammar.

Modeling 59

Modeling Metadata Publishing Sales 59

O'Reilly on Data

JULY 25, 2023

I also installed the latest VS Code (Visual Studio Code) with GitHub Copilot and the experimental Copilot Chat plugins, but I ended up not using them much. graduate in Human-Computer Interaction and now a senior UX (user experience) designer at a top design firm. I just want your help with thinking through UX design.

Consulting 246

Consulting Interactive Software IT 246

Perceptual Edge

AUGUST 26, 2019

Pangilinan wrote chapter 9 of the book, titled “Data and Machine Learning Visual Design and Development in Spatial Computing,” which promotes VR’s usefulness for data visualization. Note: In case the term is unfamiliar, “spatial computing” apparently refers to VR, AR, and other related technologies).

Visualization 52

Visualization Cost-Benefit Interactive Experimentation 52

CIO Business Intelligence

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. Generate a knowledge graph to visualize the connections and relationships between different entities as a way to help you understand a project, community or ecosystem.

Modeling 111

Modeling Testing Cost-Benefit Experimentation 111

Occam's Razor

AUGUST 12, 2013

Last Interaction/Last Click Attribution model. First Interaction/First Click Attribution Model. Combine that with the excellent multi-channel conversion visualize (in the Overview section) and you have yourself a view of your marketing that will freak you out. You can visualize the impact of applying three models at one time.

Modeling 161

Modeling Optimization Marketing Interactive 161

AWS Big Data

NOVEMBER 14, 2023

With a combination of low-latency data streaming and analytics, they are able to understand and personalize the user experience via a seamlessly integrated, self-reliant system for experimentation and automated feedback. Canva is an online design and visual communication platform.

IoT 56

IoT Data-driven Data Lake Data Strategy 56

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Ensure a culture that supports a steady process of learning and experimentation. I double-dare you not to visualize that cohort!

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

The Unofficial Google Data Science Blog

MARCH 22, 2018

But what if users don't immediately uptake the new experimental version? Background At Google, experimentation is an invaluable tool for making decisions and inference about new products and features. by DANIEL PERCIVAL Randomized experiments are invaluable in making product decisions, including on mobile apps.

Experimentation 62

Experimentation Measurement Modeling Statistics 62

Occam's Razor

MAY 27, 2015

Today's primary use of the word programmatic refers to the use of ad exchanges, real-time bidding (RTB), Demand-side Platforms (DSPs) etc. It is being hyper-conservative when it comes to creativity and experimentation because of quant-issues. to deliver display ads. Yes, the banner kind (in many ad formats, sizes, and dynamism).

Marketing Analytics 153

Marketing Analytics Marketing Analytics Advertising 153

Domino Data Lab

AUGUST 22, 2019

Note: Lemmatization, a more sophisticated alternative to stemming, requires the use of a reference vocabulary. Human brains are not well suited to visualizing anything in greater than three dimensions. Visualizing data using t-SNE. Interactive bokeh plot of two-dimensional word-vector data. and 2.6) [ in the book].

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

datapine

JANUARY 31, 2022

BI users analyze and present data in the form of dashboards and various types of reports to visualize complex information in an easier, more approachable way. Business intelligence can also be referred to as “descriptive analytics”, as it only shows past and current state: it doesn’t say what to do, but what is or was.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214