Hello i need this answer related to machine learning on media and i need only 4-5-6. questions (training a model,evaluate your model's performance and getting predictions part) thank you i will give thumbs up :)

social media,news and streaming media

Assignment Identify a business problem in your chosen sectors, which can be attempted using Al, and create your own Machine Learning model to solve the business problem. The process includes: 1. Collecting & Obtaining the Data, 2. Cleaning & Manipulating the Data, 3. Perform EDA (Exploratory Data Analysis), 4. Training a Model 5. Evaluate your Model's Performance, 6. Getting Predictions from your model for the unseen data, 7. Explaining how this model can be further improved 8. Explaining what the benefits of utilizing such a Model for the business. You can benefit from any sources, including Web, Kaggle, Articles, Books, Lecture Notes. You should use Jupyter and Python for this task, share your report and code as Jupyter Notebook (it should be reproducible), along with the HTML report, Sample Notebooks: https://www.kaggle.com/hgultekinotebooks Sample Notebooks are provided only as a reference, you should create your own notebooks for the selected business problem & domain. The Impact of Machine Learning on Media