prajwalchapke055 / Cognizant-Artificial-Intelligence-Job-Simulation-Forage

Advise one of Cognizant’s clients on a supply chain issue by applying knowledge of machine learning models.

Cognizant-Artificial-Intelligence-Job-Simulation-Forage

Advise one of Cognizant’s clients on a supply chain issue by applying knowledge of machine learning models.

Task 1 : Exploratory Data Analysis

▪️ Use the notebooks provided, Python and Google Colab to explore Gala Groceries’ data
▪️ Communicate findings and recommendations in an email to the Data Science team leader

Task 2 : Data Modeling

▪️ Review a data model diagram provided by the Data Engineering team and create a strategic plan as to how you’ll use this data to answer the problem statement
▪️ Summarize the choices and plan of work in a PowerPoint presentation

Task 3 : Model Building and Interpretation

▪️ Combine, transform and model 3 datasets in a suitable way to answer the problem statement that the business has requested
▪️ Communicate your work and analysis in the form of a PowerPoint slide to present the results back to the business

Task 4 : Machine Learning Production

▪️ Prepare a Python module that contains code to train a model and output the performance metrics for the Machine Learning engineering team

Task 5 : Quality Assurance

▪️ Complete a multiple-choice quiz covering ways to improve the performance of your machine learning model

CHECK OUT THE SIMULATION HERE : Job Simulation Link

CERTIFICATE OF COMPLETION :