Hi , my name is Salah , I am a certified data analytics/scientist from Udacity and IBM , I have one 1 years experience in data analysis/scientist with many projects worked on
I propose these steps below.
Data Exploration: I will explore the data features, target variables and get an understanding of how they are related
Exploratory Data Analysis: I will draw correlation plots, and find ranges, outliers from the data and do Exploratory Data Analysis
Feature Selection/Engineering: I will identify, select/generate features for the models
Cross Validation, Hyper Parameter Tuning, and Building Models: I will run cross-validation technique to search for best hyperparameters for each models
Model Selection, Performance Evaluation, and Delivery: I will provide charts for each model’s performance graphically and deliver the code and report.