Valid ✅

Document IDac032e52-88a9-40b6-8246-79eff4093fbc

Document hash63cf0d411e3e0f40f0777d147bf2ed81e9f2c4511b3ea67fd13df7626f624adf352d3d4d76d6a7e40f98855d930bef814f2bfaebe6cac23382960084b954b114

Document namecourse-v1:intelaedu+DX0108EN+v0

Issued atTue Aug 15 2017 04:36:34 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