Скачать или смотреть Travis Oliphant: NumPy, SciPy, Anaconda, Python, Data Science | Hrvoje Kukina Podcast #24

I had a great conversation with Dr. Travis Oliphant, data scientist and businessman. Dr. Oliphant and I discussed various topics, including what inspired him to develop NumPy, how his background in Electrical and Biomedical Engineering shaped his approach to building SciPy, the biggest technical challenges he faced while developing both NumPy and SciPy, and the development of the Python scientific stack. We also talked about the evolution of Python as the go-to language for data science, the impact of NumPy on the broader programming and data science landscape, his motivation behind founding Anaconda, and the Python ecosystem. Additionally, we covered his transition from academia to entrepreneurship, Quansight, what makes open-source software projects successful and sustainable, and the current open-source community. Other topics included NumPy's growing popularity, the success of NumPy and SciPy, the future of data science and scientific computing, and any emerging technologies or languages that might challenge Python's dominance in data science. Finally, we discussed the role of machine learning in the future of scientific research, how AI is changing the open-source landscape, the work being done in the data science community, mentorship in the data science and open-source world, creating documentation and education around complex tools like NumPy and SciPy, Python's performance limitations, innovations in the Python ecosystem, and their legacy in scientific computing and open source.

Travis Oliphant LINKS:
LinkedIn:   / teoliphant  
X: https://x.com/teoliphant
Book: https://www.amazon.com/Guide-NumPy-Tr...
Wiki: https://en.wikipedia.org/wiki/Travis_...

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#NumPy #SciPy #Anaconda