Alexei Stepanov – Medium

Alexei Stepanov

Alexei Stepanov

Extracting Text Data from Telegram channels with Python. Part 1.

Hi! I recently wrote a few articles on text processing and how you can prepare your textual data for NLP tasks, and vector embeddings are…

Feb 12

Extracting Text Data from Telegram channels with Python. Part 1.

Feb 12

Alexei Stepanov

Advanced Text Processing Techniques for NLP Beginners (part 3)

Hi ! This is the third part of my text processing series. We are still exploring basics, but now I can call them advanced. I want to…

Jan 31

Advanced Text Processing Techniques for NLP Beginners (part 3)

Jan 31

Alexei Stepanov

Text Processing with Python for NLP Beginners: Fundamental Techniques (part 2)

In this article, we are exploring more advanced text processing methods. Building on the concepts covered in the first part of this series…

Jan 29

Text Processing with Python for NLP Beginners: Fundamental Techniques (part 2)

Jan 29

Alexei Stepanov

Text Processing with Python for NLP Beginners: Basics (part 1)

In a world where terms like NLP, GPTs, and text analytics frequently buzz around us, the skill of text manipulation techniques has become…

Jan 28

Text Processing with Python for NLP Beginners: Basics (part 1)

Jan 28

Alexei Stepanov

Big Data Divide Explained

This article is a brief rewrite of my paper on digital inequalities that are emerging and intensifying in the age of big data.

Jan 15

Big Data Divide Explained

Jan 15

Alexei Stepanov

Network Science Series 005. Scale-Free Networks.

Over the last ten years, researchers across various disciplines have recognized that many real-world networks have similar structures…

Mar 8, 2023

Network Science Series 005. Scale-Free Networks.

Mar 8, 2023

Alexei Stepanov

Network Science Series 004. Random Network Models.

Random networks are irreplaceable as a comparison point when you are researching complex real-world networks. Ultimately, we can understand…

Feb 15, 2023

Network Science Series 004. Random Network Models.

Feb 15, 2023

Alexei Stepanov

Network Science Series 003. Paths.

By understanding the connectedness and paths within a network, we can gain valuable insights into the underlying structure and dynamics of…

Feb 14, 2023

Network Science Series 003. Paths.

Feb 14, 2023

Alexei Stepanov

Network Science Series 002. Types of Networks

Networks come in various forms, each with its unique characteristics and use cases. From bipartite networks that represent relationships…

Feb 13, 2023

Network Science Series 002. Types of Networks

Feb 13, 2023

Alexei Stepanov

Network Science Series 001. Basic Concepts.

Hi! I have decided to share my notes on network science, which were compiled during my master’s program in data science at the university…

Feb 9, 2023

Network Science Series 001. Basic Concepts.

Feb 9, 2023

Alexei Stepanov

Alexei Stepanov

Hi! I am Data Scientist and this is my blog, sometimes I'm expressing genuine curiosity in data science stuff here

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