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Up the Skill Ladder: In-Depth Study of Data Science and NLP in the Third Module of SDU IT PARK

Continuing their studies, TechnoPark students in the third module studied Data Science in depth, including the Basics of Statistics: in which they examined the Monte Carlo method, the basics of probabilities and varieties, hypothesis testing, Data Manipulation through bash script.  Data collection via Web scraping, API, as well as the principles of Data warehouse operation.

In the field of Natural Language Processing (NLP), students have mastered Supervised learning algorithms such as Linear and Logistic Regression, Decision Tree and Random Forest. We solved regression and classification problems and determined the operation of machine learning models using cross validation.

Such a systematic approach not only expands theoretical knowledge, but also develops practical skills, preparing students for effective work in the dynamic field of IT and digital technologies. Our cooperation with Astana Hub continues to play an important role in training future technological leaders in Kazakhstan.

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