Valid ✅

Document ID57867eaf-a8ad-486a-8836-5ae6ab02cc60

Document hashb1acd084d424b7b99f8250b1784bf376358e940c91e9a6bcd63fe37074095628da79fe871a19c374a847c856adfea434bde2643ab4a8f70e00c64759d5bcf441

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

Issued atMon Mar 12 2018 19:03:40 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