Valid ✅

Document ID78108277-cd62-40bb-b554-69ac5650661d

Document hashbbde3c1dd8defd5cf3d4e4d88484a32d2ff93d4927303e78558495394c1573668fc836cbd93b0caac0c7b5b9047d4495d704c35ca9a1e0028ac519380c79e98c

Document namecourse-v1:intelaedu+DX0109UA+v1

Issued atSat Aug 19 2017 07:40:00 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.