Valid ✅

Document ID2788e4ff-8fbb-4b87-804e-ed271a9b5208

Document hash3eea7a1b884e88b53907697218286d43ba416bea4e7f6069405180547e1ada9dd16256282d75e1c9fd8a51f57eb4c10c5e15410ef667b069478ee6e91ea074b6

Document namecourse-v1:intelaedu+DX0108EN+v0

Issued atTue Aug 15 2017 04:36:24 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