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Anomaly Detection and the DBSCAN clustering algorithm
Anomaly detection is often approached as a supervised machine learning problem. A typical case is credit card fraud detection. These problems are then…
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Learning by association: the Hebb's rule.
Learning by associations Children learn quickly by making associations. Then they remember through those associations. A child, even a small child who…
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2
The Logical Data Model
Introduction A logical data model (LDM) establishes the structure of data elements and the relationships among them. It is independent of the physical…
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4
Let's stop saying that Data are the new oil
In contemporary discussions surrounding technology and innovation, one of the most recurrent phrases is the assertion that "Data is the new oil." Like…
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Automatically translate newspaper articles from one language to another
Last time, I showed how to effortlessly create transcripts of YouTube lectures using LangChain and OpenAI for just pennies. This time, I want to…
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How to automatically get the transcripts of lectures on YouTube
A few weeks ago I posted how one can create code leveraging OpenAI chatGPT to get a summary of the content of all your new emails. OpenAI can be…
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MLOps: Streamlining Machine Learning Development and Deployment
Prologue - One of my favourite and most informative newspapers is the Financial Times. Lucy Kellaway, a brilliant journalist, used to have a regular…
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What do Covid, enrolment at Berkeley and kidney stone treatments have in common?
Understanding data goes beyond merely loading it into Excel or visualising it in Tableau. It involves comprehending correlation, causation and drivers…
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Debunking Myths and Realities of LLMs
Large language models (LLMs) like ChatGPT have sparked much discussion and debate since their introduction. While these tools represent an impressive…
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Unraveling the Complexities: Critiquing and Understanding the Ambushes of Data Analysis
Unraveling the Complexities: Critiquing and Understanding the Ambushes of Data Analysis
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How to use ChatGPT to get a summary of all your new unread e-mails on GMail
This week I want to post something a little more technical, I hope people will appreciate it. FOr those who are technically inclined, this will show a…
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Don’t pigeonhole your data analytics team!
Data Analytics is a great tool to understand trends, correlations between events and can help enormously make the right business decisions. But like…
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Looking forward, not just backward: balancing historical data with future focus
The ninth sin of businesses when dealing with data (see here) is over-relying on historical data. While historical data provides valuable insights…
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Valentino Zocca 🇮🇹 🇪🇺
Do I know what I want?
Data is a strategic asset that has the power to transform business decision-making - but only if leveraged properly. Many companies make the mistake of…
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Valentino Zocca 🇮🇹 🇪🇺
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