Valid ✅

Document IDbaf7b7cf-1f64-437e-99c8-88711910a709

Document hash66e7d1a13409cd9587faed2fd21e1c577b96ec99e489139f36c660ab4bff25583b0dfbe1ebf993f6c8db088a5c3e08a3962bb1c72871518ffc60ca621ef60eb0

Document namecourse-v1:intelaedu+DX0109UA+v1

Issued atSat Aug 19 2017 07:43:43 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.