Ipshita Ghosh's repositories
Natural-Language-Processing
Notes, resources and codes of natural language processing, taught by Prof Dan Jurafsky and other sources
AttendanceManager
Attendance Manager to keep a check on number of absents done.
knapsack0-1
Implementation of Knapsack 0/1 problem using formula. (greedy method)
Techgig_30days
The techgig 30 days coding challenge
AI-Projects-idea-list
500 AI Machine learning Deep learning Computer vision NLP Projects with code
datatableton
100 exercises to learn Python Datatable
Forecasting
Notes, codes and other materials covered in MDS341A
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
github-profile-trophy
🏆 Add dynamically generated GitHub Stat Trophies on your readme
Life-Expectancy-prediction
Predicting Life expectancy, based on different parameters using linear regression, in DLTK_AI framework.
markdown-emojis
:fire: All the emojis :tada:
MATLAB_Vanderbilt
This is my code backup for the MATLAB course provided by Vanderbilt University, the assignments questions are written as comments in the code snippets.
Music-Genre-Classification
Music Genre classification using Neural Network
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytorch-Deep-Learning
Deep Learning (with PyTorch)
sherlock-project
This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.
SQL-for-Data-Analytics
Perform fast and efficient data analysis with the power of SQL
Wine-Reviews-EDA-and-Recommender-System
Creating a baseline recommendation system to classify wines based on their description and points. KNN technique with KD Tree algorithm was used.
medium_codes
This GitHub repository is a resource hub housing code related to Medium articles on software development, data science, and technology. With directories aligning with each article, it provides a practical approach to learning by linking theoretical concepts from the articles to real-world code implementation.