Valid ✅

Document ID44f8ccf1-353d-4665-9d38-3cf921d04b50

Document hasha4b42e00e6051ab6e79f412c0754d74ae8f51d7334a18132854cad0340665c76b7f253fae60bf1b4db8d314470acc940840e3f14fd1dc2efe34a52f9c2b9167a

Document namecourse-v1:intelaedu+DX0109UA+v1

Issued atSat Aug 19 2017 07:44:10 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.