Valid ✅
Document IDf9a1fa22-de93-429f-a847-10a7c2003474
Document hash31f77e72e5ce0b5f7fa87aadaf10d7ea716ef4e92289d80518b25369b372f12fff28a1f9881cf2e77d4f37f6943b4326a9f29748cca0800d5f652ee25bf24aa6
Document namecourse-v1:intelaedu+DX0109UA+v1
Issued atSat Aug 19 2017 07:39:52 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.