air-quality-index-prediction

Predictive analysis of the air quality index with deployment.

chicagofoodinspections-nlp

Analyzing the inspection of various restaurants in Chicago and creating a classification model to predict the outcome of the inspections.

customer-churn-modelling

A predictive model to calculate, on an individual customer basis, the likelihood that a customer will stop doing business with the company.

diabetes-prediction-eda

Extensive EDA on the factors affecting sugar levels in an individual.

disastertweets-topic-modelling

Creating a Latent Dirichlet Allocation(LDA) Model for topic modelling to extract disaster related topics from the tweets data.

education-tweets-analysis-usa

Extensive analysis of 100M+ tweets (~500gb) and getting useful insights on the education related tweets across the USA.

flight-price-prediction

Predictive Analysis of the flight price with model deployment.

loan-interest-rate-prediction

Predicting the loan interest rate of a bank customer using 9 different regression techniques.

ml-traffic-sign-recognition

Image classification system for accurately identifying and classifying traffic signs.

stock-price-prediction-apple

Predicting and forecasting the stock prices of Apple using LSTM recurrent neural network.

suyashlakhani

timeseries-chicago-temperature-forecasting

Leveraging time series analysis and forecasting techniques to create robust models that can forecast average daily temperature variations in Chicago.

tweets-nameentityrecognition-nlp

Extracting appropriate named entities using both NLTK and SpaCy and identifying the most frequently mentioned company in the given news articles and tweets.