- Average lower salary is about 75 K pa. We see 75% of the jobs positing has minimum salary =< than> - Average maximum salary is around 128K pa. We see 75% of the jobs positing has maximum salary =< than> - It looks like Python and SQL are the top skills in demand for Data Scientists, Data Engineers, analyst and Machine Learning Engineers. Excel is also a good skill to have for many of the jobs listed.

- From analysis of “Degree” and “Avg Salary(K)” column we get to know that highest salary will be given to PHD holders

- “California” state has with most number of jobs

- Company having size above 10,000 giving maximum ‘Avg Salary(K)

- Random Forest works best from other algorithms with less RMSE and High R-Squared

- From Dataset we get to know that all images having shape (256,256,3)
- Dataset contain 72318 images belonging 2 classes for training and 16813 images belonging 2 classes for testing
- For Training dataset, we get 90?curacy and on validation data 91?curacy for 5 epochs and for testing data 91% received by using CNN algorithm