The key factor imo was Travis Oliphant merging the competing numeric and numarray libraries into numpy in 2005. That quickly became the foundation of Python as the key environment for open source numeric processing.

It brought across a ton of users from R and Matlab.

Pandas, Matplotlib and ScikitLearn then consolidated Python's place as the platform of choice for both academic and commercial ML.