jyotisman-ds Goto Github PK

breast_cancer_study-

Exploratory data analysis with the breast cancer dataset followed by an optimal ML model

case-study-on-bike-trips

coursera_capstone

Capstone project - Exploring restaurants in Los Angeles and predicting optimal locations for new restaurant setups. Uses Folium for producing maps indicating venue locations. For the learning part, a K-means clustering is used for segmenting the various neighborhoods according to restaurant densities, types or frequency of occurrence.

customer-segmentation-with-unsupervised-learning

Customer segmentation on credit info. dataset using KMeans.

datasciencecoursera

Part of Coursera Assignment for the Data Science in R specialization

datasharing

The Leek group guide to data sharing

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

employee_churn_prediction

Predicting employee churn using an interactive Decision tree and Random Forest classifier

jyotisman-ds.github.io

ml_deployment_udemy

Deployment scenarios for Machine Learning projects

nlp_exploratory_analysis

Challenge problem : Text data exploration

nyc_vehicular_collisions

Project to create interactive web app using streamlit and python to visualize vehicular collision in New York city.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

projects-with-spark

Implementations of some problems using Spark RDD and dataframe.

stock-price-predictions

stock-sentiment-analysis

tensorflow_projects

Models created in TensorFlow for miscellaneous tasks

testing-rstudio

Testing the link between Rstudio on personal computer and github account

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

udemy-feml-challenge

web-scraping

Web-scraping with Scrapy, BeautifulSoup and Selenium