Valid ✅
Document IDd1386e37-8837-4afe-8e80-21e66d335c52
Document hashfe06b736d363841f4a5ff2316e19ce7d1de4b1c85f6aa7f65e338215e28f599e1bff32f35b7135f3059280e77455c79e4fd067e68c13eff24b555ae86cfa4cc2
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 04:37:48 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