Real-Time Market Analysis, Alerts, and Automated Trading System with Reinforcement Learning and Dashboard Visualization - Copy (2)

Exploratory Analysis using R

machine learning models with different data sizes

The data showed the US is heavily dependent on foreign nations, especially competitors and neutral countries, for a large portion of its mineral imports. It lacks sufficient domestic production capabilities compared to other countries.

The issue of food security is often relegated to far-off places, but it's imperative to recognize its presence closer to home, within the United States. While it may not see the stark images of starvation commonly associated with global hunger, food insecurity permeates households across the nation, affecting individuals of all ages. This report delves into the complexities of food security within the U.S., shedding light on its prevalence, implications, and potential solutions.

8.1. Recreate the sim_dta data from Exercise 7.2:

Using different nonlinear regression models to predict the chemical manufacturing process and also identify the top predictors

The best-performing models can be identified by comparing the RMSE (Root Mean Square Error) and R-squared values from the res dataframe. Lower RMSE values and higher R-squared values indicate better model performance.

Title: "Story 4" Author: "Frederick Jones"

Business Analytics and Data Mining Homework #1 Assignment Requirements

title: "Data 624 with R Programming" Subtitle: "HW5 Week 6 " author: "Fredrick Jones" date: "2024-03-01" output: html_document

title: "Data 624 R Programming " subtitle: "HW 4 Week 5" author: "Fredrick Jones"

Title: "HW week 4 Data Data 624" Author: "Fredrick Jones" Output: HTML

Title: "Homework 2, Data 608 R Programming" Author: "Fredrick Jones" Ouput

Author: "Fredrick Jones" date: "2024-02-11" output

author: "Fredrick Jones" date: "2024-02-02" output:

Paper will Calculate the total number of slaves sold on official documentation from the largest online database of slave voyaes. SlaveVoyages.com

This approach aligns with industry best practices and allows for a more nuanced evaluation of safety measures, providing valuable insights for both the aviation industry and the broader public. Our goal is not only to identify patterns but also to contribute to the ongoing efforts to enhance aviation safety and inform decision-making in the industry.

Using the Taylor Series, Verify the Identity cos (-x) = cos(x)

In this project, I used mutate and filtercommand

This project deals with the basics of sentiment analysis. The project is based on the book 'Text Mining with R: A tidy approach' The source of data is gutenberg.org

Data Visualization and Analysis in R focusing on a diamond subset from 50,000 diamonds.

Extracting data from text file using Regex. Handling strings in elegant ways.

Week 3 Assignment