Ishty Malhotra's repositories
Calculation-of-Profit-and-Loss-Using-VWAP-in-Trading-
Using weighted average formula, profit and loss is calculated in Bank Nifty Data of 5 min
Shipping-Pricing-Prediction
Predicting the supply chain shipment pricing based on the available factors in the dataset using the classical machine learning algorithms.
Cab-Price-Prediction
Prediction of Cab Prices depending upon the distance and other factors.
Analysis-of-Best-Sellers-
Selection Criteria is developed to identify the best or most promising sellers in this dataset.
VLOOKUP-Automation
Code to perform VLOOKUP of MS Excel into Python without in-built function of Merge
Analysis-of-Sales-Data-
Sales analysis is done to mine the data to evaluate the performance of sales team against its goals.
AutoIgnition-Delay-for-Xylene-
Calculation of auto-ignition delay of xylene in python using chemkin.
Books-Recommender-System-
Books recommendation system by collaborative filtering and certain visualization are done on data.
IPhone-12-Amazon-Data-Extraction
Data scrapping is done from Amazon web page that contains the list of Iphone 12.
Prediction-of-Shows-and-No-Shows-in-HealthCare-Industry
To predict whether booked appointment will be completed or it will be no show.
Trading-Data-Profit-Calculation
Different strategies and assumptions are used along with code according to which the profits or loss are calculated for trade.
Analysis-of-GDP-and-Population-Data
Analysis is done using plotly plots to study the important results and conclusions behind the GDP and Population data.
Data-Extraction-and-Text-Analytics
Text Analysis that includes extraction of word count, Positive Score, Negative Score, Polarity, Uncertainty, Constraining, Positive Word Proportion, Negative Word Proportion, Uncertainty Word Proportion and many more.
Kidney-Disease-Analysis
Machine learning algorithm is used to detect whether the person will suffer from chronic kidney disease or not.
Prediction-of-Airlines-Prices-
Prediction of prices of various airlines is done using regression algorithms.
KMeans-on-Iris-Data
Unsupervised algorithm on the common data i.e. iris
Lenovo-Laptops-Flipkart-Data-Extraction
Data scrapping is done from Flipkart web page that contains the list of Lenovo laptops.
Movie-Recommender-System
User Based Collaborative Filtering is Done by KNN Model.
Prediction-of-score-based-on-hours-studied-
Predicts the scores obtained from the total hrs studied.
Sediment-Analysis-of-You-Tube-Comments
Sentiment analysis of comments, the user can get to know about the community acceptance of its channel/video based on that one can maintain their content quality.
Sentiment-Analysis-of-Twitter-Samples
Sentiments of tweets are analyzed to predict whether the tweet is positive or negative.
Feature-Selection-and-Data-Cleaning-
Feature selection is done by using filter methods along with data cleaning.
Mini-Auto-Correct-Model
Auto correct model is made using the words text file. Initally pre-processing is done, followed by the counting the words and each word probabilities.
Parts-of-Speech-Tagging
Markov Model to detect the Parts of Speech Tagging.
Analyzation-of-Employee-Data
Analyzation of employee data, using MySQL and Power BI Visualization Tool.