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Kaumil Trivedi's Projects

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data_analytix_apr_19 icon data_analytix_apr_19

Jupyter notebook along with the images and the pretrained model files for the webinar for Data Analytix-Ahmedabad on Apr 19,2020

datasciencecoursera icon datasciencecoursera

This is a repository containing all the files related to my Data Science Specialization course

decisiontrees icon decisiontrees

A python implementation of the CART algorithm for decision trees

emof_ai icon emof_ai

emof_ai is a web API which uses convolutional neural networks to detect a person's face in a video clip and classify the facial expression into the provided 8 expressions as well as determine the gender and the age group

fraud_detection icon fraud_detection

Performed Exploratory Analysis on fraud detection dataset and tried to find interaction terms. Moreover, compared various classifiers offered by the scikit-learn library

house_prices_advanced_regression icon house_prices_advanced_regression

Performed EDA on the Advanced Regression: House pricing dataset on Kaggle. Examined various properties like normality, skewness, kurtosis as well as performed log transformations and analyzed the differences using a normal probability plot.

image_classifier icon image_classifier

It implements support vector classifiers to classify the images among 0-9.

molecular_classification icon molecular_classification

Analysis of the 20 NewsGroup Dataset followed by lemmatization and k-means clustering and non-negative matrix factorization for topic modelling

people-counter icon people-counter

This program count incoming and outcoming people, who crooss by hall

rec_sys icon rec_sys

Files for creating and evaluating recommender systems

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