Valid ✅

Document IDb98aaacb-e7d7-4658-9269-aa823986750c

Document hashf9d64fa22071173bdec64c158e4ee1238cdd1548b79629560d7f841f04f238f98997b995df6340ce9c041bfa191e9884ad0d8362005e726b101b0de7449d9532

Document namecourse-v1:intelaedu+DX0108EN+bay-area

Issued atMon Mar 12 2018 17:07:09 GMT+0000 (Coordinated Universal Time)

CriteriaThis certificate is awarded in recognition of full participation and successfully passing the final exam in an intensive four-day data science bootcamp taught by IBM and Intela instructors. The bootcamp covered the following topics in-depth: data science fundamentals, data analysis in Python (including pandas and scikit-learn), the Jupyter Notebook, JupyterLab, statistics, data visualization in Python (including Matplotlib and Folium), machine learning with Python (including decision trees, k-nearest neighbours, k-means clustering), IBM Cloud, and big data with Apache Spark. The bootcamp involved a combination of theoretical as well as extensive hands-on practice. To learn more about the data science bootcamp, go to: https://courses.bdu.intela-edu.com/courses/course-v1:intelaedu+DX0108EN+bay-area/about