Publications by Umer Farooq
Predicting Wins for Baseball Game Using Multiple Linear Regression
Predicting Wins for Baseball Game Using Multiple Linear Regression Predicting Wins for Baseball Game Using Multiple Linear Regression INTRODUCTION: DATA EXPLORATION: DATA PREPARATION: BUILDING MODELS: SELECTING MODELS AND PREDICTING: CONCLUSION: Umer Farooq 2023-09-23 INTRODUCTION: In this particular problem two...
13166 sym 16 img 8 tbl
Infrastructure Investment and Jobs
Problem Statement: Loading the data: Data Analysis: Conclusion: Infrastructure Investment and Jobs Umer Farooq 2023-09-07 Problem Statement: The Provided Excel file contains data on the present allocation of the Infrastructure Investment and Jobs Act funding by State and Territory. Your story (Data Visualization(s) ) should ad...
7939 sym R (5167 sym/37 pcs) 5 img 4 tbl
Infrastructure Investment & Jobs Act Funding Allocation
Problem Statement: Loading the data: Graphical Analysis: Infrastructure Investment and Jobs Umer Farooq 2023-09-06 Problem Statement: The Provided Excel file contains data on the present allocation of the Infrastructure Investment and Jobs Act funding by State and Territory. Your story (Data Visualization(s) ) should address the following...
2996 sym R (3333 sym/27 pcs) 4 img 3 tbl
Leveraging Apache Spark️ for Big Data and Recurrent Neural Network to Predict Stock Price
Abstract: Challenges in the Project: Setting up the environment: Connecting to Apache Spark: Transforming and Aggregation in Spark: Stock Screener with Shiny: Predicting the future price of a stock: Conclusion and future work: References: Leveraging Apache S...
15074 sym R (15453 sym/37 pcs) 9 img 2 tbl
Leveraging Apache Spark️ for Big Data and Recurrent Neural Network to Predict Stock Price
Abstract: Challenges in the Project: Setting up the environment: Connecting to Apache Spark: Transforming and Aggregation in Spark: Stock Screener with Shiny: Predicting the future price of a stock: Conclusion and future work: References: Leveraging Apache S...
15006 sym R (15414 sym/37 pcs) 9 img 2 tbl
Multiple linear Regression
Grading the professor Many college courses conclude by giving students the opportunity to evaluate the course and the instructor anonymously. However, the use of these student evaluations as an indicator of course quality and teaching effectiveness is often criticized because these measures may reflect the influence of non-teaching related char...
15613 sym 35 img
Logistic Regression
Do resting blood pressure, cholesterol, age, sex and heart rate predict presence of hypertension? Do resting blood pressure, cholesterol, age, sex and heart rate predict presence of hypertension? Abstract: Loading and transforming data set: Exploratory Data Analysis Logistic Regression: Modeling and Validation: Attempt at S...
22669 sym 10 img 7 tbl
Linear Regression
The Human Freedom Index is a report that attempts to summarize the idea of “freedom” through a bunch of different variables for many countries around the globe. It serves as a rough objective measure for the relationships between the different types of freedom - whether it’s political, religious, economical or personal freedom - and other...
13774 sym 10 img
Reverse Engineering AirBnB Recommender System
AirBnB Recommender System AirBnB Recommender System Recommender systems: Types of Recommender systems: Scenario Design for AirBnB: Reverse Engineering AirBnB’s Algorithm: Recommendation: Conclusions: References: Umer Farooq 2023-04-19 Recommender systems: A recommender system is an AI algorithm that implements machine ...
10025 sym
GGPLOT2 Vignette
GGPLOT2 Umer Farooq 2023-04-12 ggplot2 is an R package which is designed to carry out hassle free data visualization and exploratory data analysis. This package is designed to work in a layered fashion, one can start working by plotting raw data and carrying out exploratory data analysis and then later on can add layers to the existing plot to...
13043 sym 11 img 1 tbl