Gulshan K's repositories
Apple-Stock-Forecasting--Capstone-Project
Apple stock forecasting
Book-recommendation-Capstone-project
Building a recommendation system and deplying using streamlit
Churn--Deep-Learning-ANN
Classification Problem in which you'll classify a customer based on his/her Credit Score, Region, Gender, Age, Tenure, Balance, Salary etc. whether he/she will EXIT(1) or NOT(0) using Deep Learning Neural Network
Hotel-Reviews-Capstone-Project
Sentimental Analysis on hotel reviews (NLP)
pyspark-basics
basics on pyspark
Breast-Cancer-Prediction
Building and comparing 4 classification models- Logistic Regression, K Nearest Neighbours, Random Forests and Support Vector Machines (SVM).
Clustering-DBSCAN-KMEANS
mall customers segmentation using clustering
Clustering-using-pyspark
Building a clustering model(KMeans) using pyspark
Content-based-recommendation-system
Building a baseline Movie Recommendation System using TMDB 5000 Movie Dataset.
Customer-churn-logisric-regression-pyspark
Predicting which customers will churn and assign them an account manager.
Detecting-Fake-News
To build a model to accurately classify a piece of news as REAL or FAKE.
Ecommerce_Customers--LinearRegression-
Building a regression model that will predict the customer's yearly spend on the company's product suing pyspark.
Emotion-Mining
Extract reviews and performing seentimental analysis
Forecasting
Perrin Freres Monthly Champagne Sales
Iris---KMeans-cluster
Building model using KMeans
Linear-Regression-Using-Pyspark
Predict crew members the ships will need using Pyspark
Naive-Bayes
Creating a model using Naive bayes
PCA
Principal component analysis
Random-forest
Building a random forest algorithm
Recommender-system
Building a recommender engine
Support-vector-machine
Building a smodel using SVC
Support-Vector-Machines-Classifier
Support Vector Machines (SVMs in short) are supervised machine learning algorithms that are used for classification and regression purposes. In this kernel, I have build a Support Vector Machines classifier to classify a Pulsar star. I have used the Predicting a Pulsar Star dataset for this project.
Text-Mining
Sentimental analysis on Elon Musk tweets
Titanic---Machine-Learning-from-Disaster
Predict survival on the Titanic and get familiar with ML
Titanic-Logistic-regression-Pyspark
Creating a logistic model that predicts which passengers survived the Titanic shipwreck using pyspark