Articles

This notebook provides an introduction to Python attributes, covering the distinction between class and instance attributes. It also explains the purpose and usage of the special methods `str` and 'repr' for controlling object representation as strings.

Deep dive into advanced encapsulation concepts including property decorators, private methods, and advanced access control patterns in Python.

Learn the fundamentals of encapsulation in object-oriented programming and why it matters..

Explore the concept of Pseudo R-square, its types, and how it helps evaluate the goodness-of-fit for

Delve into text vectorization techniques in NLP, including One-Hot Encoding, Bag of Words (BOW), Term Frequency-Inverse Document Frequency (TF-IDF), and N-grams (Unigram, Bigram).

An introduction to NLP, covering basic terminologies and key concepts such as tokenization, stemming, lemmatization, stopwords, POS tagging, and named entity recognition.

Dive into techniques for handling imbalanced datasets, a common issue in machine learning, and learn strategies for better model performance.

Today, we’re going to explore a tricky problem in data science — dealing with class imbalance

The argparse module in Python is used to parse command-line arguments and options, making it easier to interact with command-line