- 5 projects were needed to be completed to obtain the certifications
- the projects were used to improve the understanding of python libraries (i.g. numpy, pandas,matplotlib & seaborn)
- detailed documentation done on the repls
- this project focuses on understanding numpy arrays
- the function need to receive inputs in a (-list and 3 x 3 matrix
- it will compute the mean, variance and standard deviation
- this project focuses on the use of pandas to analyze data
- a demographic data were given and had to be analyze guided by questions given
- this project used pandas, matplotlib and seaborn
- medical data set were analyzed
- this project used pandas, matplotlib and seaborn
- dataset about webpage view time were given
- dataset were analyzed using different plots and time frame
- this project used pandas, matplotlib and scipy
- dataset were about the sea level change since 1950
- prediction need to be done until 2050







