Valid ✅

Document IDf1064bb5-6f0b-412d-803d-c8c7d2a0291a

Document hash49744db0359b747881b4f6f93e8725d2619f7c9fc52ba311a53e1cb324dd352370831c57f9576e432f7d4f2ee7da483864dfaef508601f44fdea889578d1d0d0

Document namecourse-v1:intelaedu+DX0108EN+v0

Issued atTue Aug 15 2017 06:31:39 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