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The trinity of errors in financial models: An introductory analysis using TensorFlow Probability

O'Reilly on Data

An exploration of three types of errors inherent in all financial models. At Hedged Capital , an AI-first financial trading and advisory firm, we use probabilistic models to trade the financial markets. All financial models are wrong. Clearly, a map will not be able to capture the richness of the terrain it models.

Modeling 204
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The 2015 Digital Marketing Rule Book. Change or Perish.

Occam's Razor

Our mental model has not shifted enough to the existing reality. And yet it is the rare company that is able to get over its mental model from the real (old) world and try imaginative things in the digital world where the rules are different and stacked in your favor. The 2015 Digital Marketing Rule Book. Got your own?

Marketing 142
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The change management Informatica needed to overhaul its business model

CIO Business Intelligence

When we were taken private in 2015, we were a traditional software vendor, but the market was starting to embrace the cloud. What has IT’s role been in the transformation to a SaaS model? We built that end-to-end data model and process from scratch while we ran the old business. Today, we’re a $1.6 Today, we’re a $1.6

Modeling 116
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The PPR Modeling Paradigm: Enhancing Automation with Semantic Description Models

Ontotext

In the ever-evolving field of automation, the need for sophisticated models to efficiently describe and manage complex tasks has never been greater. This blog post delves into the PPR modeling paradigm, highlighting its significance and application in robot-based automation. What is the PPR Modeling Paradigm?

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From Bolts to Bots: How AI Is Fortifying the Automotive Industry

Smart Data Collective

The automotive market penetration of AI has increased by 100% since 2015. In July of 2015, two hackers managed to remotely take complete control of a Jeep Cherokee while it was driving on the highway. Utilizing advanced heuristics and AI modeling OEMs can simulate a multitude of conditions, fast-tracking these models using automation.

IoT 131
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Take Your SQL Skills To The Next Level With These Popular SQL Books

datapine

Some of these ‘structures’ may include putting all the information; for instance, a structure could be about cars, placing them into tables that consist of makes, models, year of manufacture, and color. 17) “SQL Database Programming” (2015 Edition) By Chris Fehily. It is a must-read for understanding data warehouse design.

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How Machine Learning Enhances Momentum of Cryptocurrency Price Movements

Smart Data Collective

Conversely, if predictive analytics models suggest that the value of a cryptocurrency price is likely to decrease, more investors are likely to sell off their cryptocurrency holdings. They tended to avoid using technical analysis models, because those models don’t tend to hold up well with traditional securities, such as stocks and bonds.