Valid ✅
Document ID5d9f4f2a-4eff-4857-bfbb-06a04def04fe
Document hash2cc69ed9aa6f4beac00ecc1c3dcb56252c7e181a299d57cda68debfc1c3a6fd9a8cb0188b5d701549b0d50239ee74e176fad6b10ba9c08a1a3706e5d01f6b612
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:50:13 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