Valid ✅
Document ID013172ff-43c9-4511-b630-9f689e720732
Document hash86341fef29d5dadfe5bec3c1473badd0c6c5ba46713301c84c596bb61db48f405e4fe196c639fe3f9b093970715a54cb91a14fc3b68dbc260c77b86659223ae9
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:34:58 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