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Stories about my datasciene journy! Join me :)

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  • Recent Posts

    • Where Does Your Organization Stand on the AI Maturity Scale?
    • Essential Features in AI Products
    • Why and how to reduce hallucinations in LLMs practically?
    • Install Spark & Pyspark on Windows
    • Google computing options and how to choose them?

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Essential Features in AI Products

Essential Features in AI Products

Posted on February 17, 2024November 17, 2024AI product, Data science, Generative AI

In this article, we will dive into AI product characteristics, the most important features, and how they are related to various data product types. Compared to other data products such as analytical, AI products have ...

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Why and how to reduce hallucinations in LLMs practically?

Why and how to reduce hallucinations in LLMs practically?

Posted on September 17, 2023September 17, 2023Generative AI

Introduction With the emergence of generative AI, many people are using this tool to generate content like text, images, or codes. In the beginning, everything seems fabulous until you face a piece of false information. ...

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Install Spark & Pyspark on Windows

Install Spark & Pyspark on Windows

Posted on October 26, 2021November 17, 2024Data science, Python, Spark

Spark is a parallel data processing framework, which is used for big data analytics. It is an open-source project and is written in Scala. It supports streaming data analysis, SQL, Machine learning, and Graph processing. ...

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Google computing options and how to choose them?

Google computing options and how to choose them?

Posted on February 14, 2021February 14, 2021Cloud, GCP

GCP is offering multiple compute options, selecting the right one which is fitting the need, is essential in terms of performance and cost saving! The available compute options in GCP are: Compute Engine, Google Kubernetes ...

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How to select the most suitable Google Cloud Storage solution?

How to select the most suitable Google Cloud Storage solution?

Posted on January 16, 2021January 16, 2021Cloud

Google is offering many cloud services and finding the best one which is matching with your requirements can be confusing. Let’s just focus on Google Cloud Storage for now. The offered storage solutions by Google ...

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Object oriented programming (OOP) in Python

Object oriented programming (OOP) in Python

Posted on November 20, 2020November 20, 2020Data science, Python

Object oriented programming (OOP) is a design pattern for creating stable applications and powerful systems. It allows handling rapid changes in complex systems easier. Classes are a blueprint of needed functionalities which is described by ...

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Some pandas functions that you should start using now!

Some pandas functions that you should start using now!

Posted on November 14, 2020November 14, 2020Analysis, Data science, Python

Pandas is a popular library for exploratory analysis and data wrangling in python. It has a lot of functions and methods to use. Here I listed some functions that you may not know or don’t ...

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Deep learning Glossary

Deep learning Glossary

Posted on November 3, 2020November 14, 2020Deep learning, Machine learning

Recently I have focused more on Deep learning area and would like to document my journey. So, in this post, I am going through its fundamental glossary which gives you a better understanding of its ...

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Pipelines and columntransformer in Sklearn

Pipelines and columntransformer in Sklearn

Posted on October 18, 2020November 14, 2020Machine learning, Python

What is pipeline? Pipeline is a way to organize repetitive steps in data science projects such as data cleaning, data transformation and data modeling. It makes your code clean, readable and facilitates implementation in the ...

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