Valid ✅
Document ID5d36242e-9795-44f7-a5ee-25ff4bd6493b
Document hashc9414e7f9a45147ba1e6db301cfdc64200499e742a51a8a04bf504a967788da22751a491e17f01ab30a5d8d9a379f882293366d63f3db28ac25cbd14aa02f25b
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 04:54:38 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