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Executive Summary 

This part of the report covers the four different types of exercise that include solutions through the help of Jupiter notebook in python. This complete assessment has been developed by the researcher in a step-wise manner. 


This report covers the concept of machine learning in Jupiter notebook such that it covers code in order to reflect programming in Jupiter notebook. This complete process has been executed by the researcher in a step-wise manner. 

Module 2

This process includes that reflects the challenges of visualization in machine learning in cases like big data for organizations. This big data for organizations take higher execution time such that it results in slower performance of the system. The process of external devices through the help of coding would maximize the rate of execution by the machine. 


This part of the report reflects the challenges and the steps to encounter the process. The research r explained the complete concept of machine learning and the ways to enhance the performance of the system in real life. 





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