Learning Goal: I’m working on a python exercise and need guidance to help me lea

Learning Goal: I’m working on a python exercise and need guidance to help me learn.
In this assignment, you will use the code and data set provided to mine the data using the methods presented in this module using NLP Methods. There will be an example in R and Python to work on.Looking at Topic Modeling & Understanding Amazon Reviews). Dataset can be found here (Links to an external site.). Highly recommend reviewing this (Links to an external site.) article.
https://www.kaggle.com/datasets/snap/amazon-fine-f…
https://www.kaggle.com/datasets/snap/amazon-fine-f…
Your report should include the following:
Problem Intro: In this section, provide what is the problem/context of the documents that you are going through.
Data Cleansing: In this section, discuss how you cleaned the data up using techniques used in class and the importance of that with using NLP
Did you have to do any key steps before using the data with the NLP techniques
Did any words give you issue?
Analysis: Based on the output, analyze the data and the relationships revealed. Explains the insights provided by the output. Use visualizations to support your analysis. These should relate to what you discussed in the problem intro and how this analysis is relevant to the overall problem.
Think about having word clouds, bar charts, clusters and tables to dr…
Think about having word clouds, bar charts, clusters and tables to drive your point home.
What are the key learnings that we can help a team focus on based on these findings
Does the analysis match the context of the words that we are reviewing.
Interpretation and Recommendations: Interpret the results of your analysis and explain what the results mean for the data owner. Provide recommendations for actions to be taken based on your interpretation. Support those with the data. Explain why and what explicit variables you suggest incorporating. For example, median income by city and state from the census.gov website might be useful for examining home ownership.
Your report must be a 5-7 pages Word document. Include an appendix of visualizations and code segments as needed. The report format should follow APA formatting (12pt, Times New Roman font)

Please respond to the Discussion Board Post below: Brandon Lopez’s Post: ” The

Please respond to the Discussion Board Post below:
Brandon Lopez’s Post:
” The Python code that I found that supports cloud security automation is called Boto3. Boto3 is used for Amazon cloud management using Python as its language it is used to assist everyday workers who utilize AWS cloud to be able to manage their cloud service along with a way to maintain their organization and utilizes many resources and collections in order to do that. Some of the main features that Boto3 uses to assist in managing cloud is sessions, credentials, configurations, extensibility guide, and collections to name a few. Boto3 also allows for something called pagination, pagination is a tool that allows for a higher level of resource useability than normal to assist individuals whether they are the actual customer or the people utilizing the tools to accomplish a task at work. Boto3 is actually a very resourceful tool with about two hundred different services it has a tool for almost anything you can think when it comes to managing a company not just its cloud-based network. Some of these tools include scripts to monitor budgeting, monitoring cloud network, monitoring cloud resources, cloud usage, cloud back up, cloud code along with debugging, surveillance of cloud environment, AI services such as Alexa, manage cloud service pricing, and even allows different services to interact with each other to better utilize resources. You can download Boto3 in your Python environment using import boto3 or pip install boto3 however, you will need an AWS account to be able to login and use Boto3.
Resources
Svitla Team, Boto3 – Cloud Management System for Python, Svitla, February 17, 2020
Boto3 – cloud management system for Python (svitla.com)”
The rubric is attached. Thank you.

Please respond to the Discussion Board Post below: Brandon Lopez’s Post: ” The

Please respond to the Discussion Board Post below:
Brandon Lopez’s Post:
” The Python code that I found that supports cloud security automation is called Boto3. Boto3 is used for Amazon cloud management using Python as its language it is used to assist everyday workers who utilize AWS cloud to be able to manage their cloud service along with a way to maintain their organization and utilizes many resources and collections in order to do that. Some of the main features that Boto3 uses to assist in managing cloud is sessions, credentials, configurations, extensibility guide, and collections to name a few. Boto3 also allows for something called pagination, pagination is a tool that allows for a higher level of resource useability than normal to assist individuals whether they are the actual customer or the people utilizing the tools to accomplish a task at work. Boto3 is actually a very resourceful tool with about two hundred different services it has a tool for almost anything you can think when it comes to managing a company not just its cloud-based network. Some of these tools include scripts to monitor budgeting, monitoring cloud network, monitoring cloud resources, cloud usage, cloud back up, cloud code along with debugging, surveillance of cloud environment, AI services such as Alexa, manage cloud service pricing, and even allows different services to interact with each other to better utilize resources. You can download Boto3 in your Python environment using import boto3 or pip install boto3 however, you will need an AWS account to be able to login and use Boto3.
Resources
Svitla Team, Boto3 – Cloud Management System for Python, Svitla, February 17, 2020
Boto3 – cloud management system for Python (svitla.com)”
The rubric is attached. Thank you.