Pump & Dump detection with ML methods

Pump&Dump consists of artificially inducing a price increase by creating the illusion of sudden interest in shares of a given company.

[Used] Competences:

• Data & Artificial Intelligence

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ML systems security

The importance of IT systems security increases every year. The number of cyberattacks grows constantly and new types of malware continue to be created.

[Used] Competences:

• Data & Artificial Intelligence
• Security

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Time Traveling in Data Lakes

In this blog post, I will explain one of the newest features of modern data lakes - time travel.

[Used] Competences:

• Data & Artificial Intelligence

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Monitoring ML models using MLOps

In the previous paper, I presented how MLOps supports the implementation of ML models. The following text is about ML monitoring.

[Used] Competences:

• Data & Artificial Intelligence

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How Does MLOps Support Building of ML Models?

How Does MLOps Support Building of ML Models? Practices used by MLOps to create ML systems more efficiently.

[Used] Competences:

• Cloud Computing
• Data & Artificial Intelligence

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