Harshita Chadha's Projects
Revisiting data visualization concepts/plots
Research project to study the impact of novel clustering based WBAN protocol in the real world. The results of the study are promising and indicative of an approximately 38% reduction in water consumption.
Clustering based neighbourhood recommendation system from scratch in Python for people looking to relocate.
The project was created as a part of the final requirement for the completion of the IBM professional certification as offered on coursera. It leverages the Foursquare API as well as the US colleges data set from 1995 obtained from gaggle to segment and cluster colleges.
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Heart Rate Detection from Video Frames
Tutorial webinar held at the Google Developer Clubs, MAIT
Using KModes clustering, silhouette analysis, fuzzy string matching, association rule mining, and random forest classifier to to unveil the patterns found in ancient artefacts.
Using Ensemble Learning (Gradient and AdaBoost stacked model) and text analytics techniques (NER, sentiment analysis, etc) to predict TV series' ratings from text scripts.
A repo for data science related questions and answers
06/2023 - updated portfolio forked from academicpages.github.io
Project made in the DSCBVP MANIFESTE
Using CLIPS to create a rule based expert system to navigate Zones 1,2 of the London tube map.
Revamped website for our research group at meraki lab
Preparing for machine learning interviews
Machine Learning Problem Bible | Problem Set Here >>
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
A bidirectional LSTM, Vanilla RNN, and S-BERT based pipeline for song generation (complementary lyrics-backing track combination)
Convolutional Neural Network for detecting Schizophrenia in adolescents using Wavelet Transforms plots of EEG signals.
Django web application developed in collaboration with Edit10's Harsh kaushik as part of a 3 month internship with India's Ministry of Electronics and Information Technology.