Valid ✅

Document ID1c0ab099-e416-408e-8d49-169f3074a998

Document hash9f85c25c755904526105ac1b4f369349ecab11fe469d710211c2871b5eb66d53383b768cc0221f8323d6d1ba8d1c8630dd6356c5f184d36ce9a022ba5aaea29b

Document namecourse-v1:intelaedu+DX0108EN+v0

Issued atTue Aug 15 2017 06:46:59 GMT+0000 (Coordinated Universal Time)

CriteriaThis certificate is awarded in recognition of full participation and successfully passed the final exam 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