Valid ✅

Document ID759773a7-a3b0-409f-8ac9-a3b9ba6f827d

Document hash66f3630e9c97e61f380d67b237480f3a292626f40e0b93887677e9a05f80ee0a204829920df10698abcdeff62f35f4750a15cd0f1717c0d829f6581ad4e1bf63

Document namecourse-v1:intelaedu+DX0108EN+v0

Issued atTue Aug 15 2017 04:39:04 GMT+0000 (Coordinated Universal Time)

CriteriaThis certificate is awarded in recognition of full participation in an intensive four-day data science bootcamp taught by IBM instructors. The bootcamp covered the following topics in-depth: data science fundamentals, data analysis in Python (including pandas and scikit-learn), Jupyter notebooks, data visualization in Python (including matplotlib and folium), machine learning with Python (including decision trees, random forests, k-nearest neighbours, k-means clustering), computer vision in Python with OpenCV and IBM Watson Visual Recognition, chatbots with IBM Watson Conversation, big data with Apache Spark, and deep learning with TensorFlow. The bootcamp involved a combination of theoretical as well as extensive hands-on practice. To learn more about the IBM Data Science Bootcamp, go to: https://courses.bdu.intela-edu.com/courses/course-v1:intelaedu+DX0108EN+v0/about