makrandbhandari Goto Github PK

alexa-products-sentimental-analysis

Amazon Alexa Product Reviews Sentimental Analysis

anomaly-detection-model-on-time-series-data

anova-test-applied-on-treatments-of-plant-growth

Using One Way ANOVA to find difference in treatments on plant growth

central-limit-theorem

Central Limit theorem implemented by using simple python code.

decision-tree-algorithm-applied-to-predict-bank-loan-defaulters-to-loan

Decision Tree algorithm used to predict defaulters of bank loan customers.

gaussian-naive-bayes-from-scratch

Building simple Gaussian Naive bayes classifier from sratch without using it's inbuilt scikit learn library for 2 continous features dataset

hr-attrition-rate-analysis-and-prediction

Identification of the Employees who are most likely to switch the jobs for package negotiations & Job offerings. Also, Analyzing the particular departments where the attrition rate is high and to take the preventive measures by using Decision Tree Classifer, Random Forest Classifier, Support Vector Classifier, Logistic Regression, K Nearest Neighbor and Gaussian Naive Bayes.

k-means-clustering-using-logic

Here, I have implemented K Means Ckustering algorithm from scratch using algorithm steps without using it's inbuilt sklearn library. I have used two features only for simplicity purpose.

online-retail-store---association-rules-and-apriori-algorithm

Frequent itemsets identified using apriori algorithm and association rules were formed for further analysis

random-forest-classifier-to-predict-type-of-cancer-observed-in-patient

Random Forest classification modeling was used to predict type of cancer (Malign / Benign) observed in patient.

spam-detection-using-multinomial-naive-bayes-classifier

Converting message (text data) to TFIDF matrix and using Multinomial Naive Bayes we detect whether given message is spam or ham

time-series-forecasting--airline-passengers-in-python

Time Series Forecasting on Airline Passengers

time-series-forecasting-in-r---gasoline-production-

Time Series Forecasting on Gasoline Production

use-of-anova-to-find-effect-of-treatments-on-child-s-growth

Checking if there is any significant effect of different treatments on child's growth using One Way ANOVA test

use-of-sweetviz-package-for-auto-eda

Using SweetViz pacakge auto EDA was done on Wine Dataset