Valid ✅
Document IDef9c8732-0ff6-4fc4-8e07-8508dd6242b9
Document hash3e015b85a48b42ecec68c21f515921d2b53f595abaeb92014cc2ac9c05368471d3de6174a3e913ca84b8b5e108ddf699956c706f6eb44a48c013670387dc6f1f
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:50:04 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