algorithms-complexity-calculation-using-python

capstone-project--loan-default-prediction

A classification model to predict clients who are likely to default on their loan and give recommendations to the bank on the important features to consider while approving a loan.

data-visualization-using-tableau

deep-learning-resources

eda-and-data-visualization---foodhub-order-analysis

Main focus of this repository is Exploratory data analysis (EDA), Data Visualization and Statistical analysis

fake-news-detection

A machine learning model that can identify fake news articles.

generative-ai-application--support-ticket-categorization

A Generative AI application using a Large Language Model to automate the classification and processing of support tickets.

hackathon--travel-experience

This problem statement is based on the Shinkansen Bullet Train in Japan, and passengers’ experience with that mode of travel. This machine learning exercise aims to determine the relative importance of each parameter about their contribution to the passengers’ overall travel experience.

identify-thought-pattern

This repository contains the code and data for cutting-edge research aimed at identifying the thought patterns of patients with psychotic disorders.

langchain-resources

langchain_data_science_assistant

A Generative AI solution using the LangChain framework and a Large Language Model to automate tasks pertaining to Data Analysis, Data Science, Database Querying and Retrieval-Augmented Generation.

large-language-model

machine-learning--potential-customers-prediction

An online education company was trying to convert their customers (lead) to paid customers. Analyze and build an ML model to identify which leads are more likely to convert to paid customers.

machine-learning-resources

machine_learning--height-weight-prediction

mlops-zoomcamp

model-serialization

natural-language-processing

All NLP related necessary python projects

object-oriented-with-cpp

prompt-engineering

python-programming

statistics-books

tasnimniger

My personal repository

tune-a-catboostclassifier-model-with-optuna

Optuna is a hyperparameter tuning library to find the best hyperparameters for any tree based model.

understanding-and-implementing-the-activation-function

web-scraping-with-python