Jaspreet Singh's repositories
Forest-Fire-ANN-Python-R
Fire Forests data wherein we try to predict the area of the forest fire spread based on the given parameters
Workforce-Analytics
Working on Project related to Workforce Analytics wherein we need to understand and help the organization with its HR and workforce analytics for sustaining the business. Trying to understand the factors/ variables related to employee attrition and retention along with ensuring the business does not gets effected. Performing EDA on the features selected. Checking for correlation. Visualizing using Seaborn and plotly for various insights on the data. Checking for the survival of an employee in the organisation to determine the duration an Employee would attrite after.
Web-scraping-the-Amazon-data-using-Python-into-CSV
Web scraping the data from Amazon website for a keyword "say mobile phone" in our case, explained in detail using Python
Amazon-Sentiment-Analysis
Sentiment Analysis done on Amazon product
CocaCola-Sales-Forecasting-Python-R
A few works with the datasets for the different modules of Data Science. Please feel free to help with the correction and enhancement of the codes.
course-nlp
A Code-First Introduction to NLP course
Google-Web-Scraper
A simple iteration of a web scraper that uses google to answer the input question and extracts the main text from the first 10 links
Heirarchical-Clustering---EastWestAirlines
Heirarchical clustering explanation with EDA on EastWest Airlines dataset
Hierarchical-Clustering---Telco-Customer-Churn
Iteration of Hierarchical Clustering using the Telco customer churn data
K-Means-Clustering
K-Means Clustering on various datasets
KNN-Classifier-R-Python
KNN Classifier problem for classifying Glass type using the composition of elements
Multilinear-Regression-problem
A model for Computer data using Multilinear Regression problem
nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
NLP-Text-scrapping-and-analysis
NLP text scraping from a website and using the same for cleansing, word cloud creation and frequency distribution of the bigram and trigram
Plastic-Sales-Forecasting-with-Python-and-R
Forecasting problem for Sales of a Plastic manufacturer
python-scraping
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
pytorch-chatbot
Simple chatbot implementation with PyTorch.
University-mdata-Multinomial-regression
Multinomial regression working on University data to classify whether a candidate would be opting or being selected for Academic, General or Vocational
Web-Scraping-for-Medicines-info
Web Scraping of a medicine from a pharma website using BS4 and Selenium
Web-Scraping-of-Indian-Judgements
Web scraping project for scraping the latest/most recent judgement taken on the day