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https://github.com/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.
https://github.com/prajwalchapke055/cognizant-artificial-intelligence-job-simulation-forage

artificial-intelligence cognizant communication data-analysis data-modeling data-visualization development evaluation forage job-simulation machine-learning machine-learning-algorithms machine-learning-engineering model-interpretation presentation problem-statement python quality-assurance skills virtual-internship

Last synced: 17 days ago
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Advise one of Cognizant’s clients on a supply chain issue by applying knowledge of machine learning models.

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# 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](https://www.theforage.com/simulations/cognizant/artificial-intelligence-rtbq)



## CERTIFICATE OF COMPLETION : 

![Artificial Intelligence Job Simulation - Cognizant - Forage](https://github.com/prajwalchapke055/Cognizant-Artificial-Intelligence-Job-Simulation-Forage/assets/122814333/1c3e8a2c-0669-4e0f-9199-f2f2eb233a37)