components of python ml ecosystem in this sectionlet us discuss some core data science libraries that form the components of python machine learning ecosystem these useful components make python an important language for data science though there are many such componentslet us discuss some of the importance components of python ecosystem herejupyter notebook jupyter notebooks basically provides an interactive computational environment for developing python based data science applications they are formerly known as ipython notebooks the following are some of the features of jupyter notebooks that makes it one of the best components of python ml ecosystemjupyter notebooks can illustrate the analysis process step by step by arranging the stuff like codeimagestextoutput etc in step by step manner it helps data scientist to document the thought process while developing the analysis process one can also capture the result as the part of the notebook with the help of jupyter notebookswe can share our work with peer also installation and execution if you are using anaconda distributionthen you need not install jupyter notebook separately as it is already installed with it you just need to go to anaconda prompt and type the following commandc:\>jupyter notebook