Valid ✅
Document IDe33b6fb6-2cd0-45bd-b698-45e5cbdbdef3
Document hash4775c02a0e924ecb2ab34471507fde3e3466afbcf279ad951a69bc47b52ac5e325abeccc94495bf32f3a99bf2282df4c1fb397cdf5093a8d41f269b2937e075d
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 04:36:35 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