Valid ✅
Document IDd603991f-f78b-40ac-a65f-abb4604c5929
Document hashf2b0c17f2af2aac9414adea2bde0c2b82f4153c1c5497e55beae45a013ac564d880afd575f38975b35d187aa59e7d56afed88539601bcb35bdc40cffe3f566b8
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:44:09 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