Valid ✅
Document ID776709fd-3d85-436c-8d4b-f6669b0ed7b8
Document hashe1dc0e6d7cedda1c98256d71365d5b243bb752c14791cd3490285fc8863cf212ad049150aa8980f7754ef436ecabb6482c66024e071769a3c8df4d069ea6f813
Document namecourse-v1:intelaedu+DX0108EN+bay-area
Issued atMon Mar 12 2018 16:56:02 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