Alexei StepanovExtracting 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 12Feb 12
Alexei StepanovAdvanced 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 31Jan 31
Alexei StepanovText 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 291Jan 291
Alexei StepanovText 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 28Jan 28
Alexei StepanovBig Data Divide ExplainedThis article is a brief rewrite of my paper on digital inequalities that are emerging and intensifying in the age of big data.Jan 15Jan 15
Alexei StepanovNetwork 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, 2023Mar 8, 2023
Alexei StepanovNetwork 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, 2023Feb 15, 2023
Alexei StepanovNetwork 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, 2023Feb 14, 2023
Alexei StepanovNetwork Science Series 002. Types of NetworksNetworks come in various forms, each with its unique characteristics and use cases. From bipartite networks that represent relationships…Feb 13, 20231Feb 13, 20231
Alexei StepanovNetwork 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, 2023Feb 9, 2023