Valid ✅
Document ID174c059c-d2a4-4d74-b640-cd929a740dab
Document hash0863c526e11572eb6009a359da7c74613ee7d9c247b917f965adb1e1e9564b38056462d01aa468b37a775102c736c2d4f8025add92afc005775d72651dfd1c32
Document namecourse-v1:intelaedu+DX0109UA+v1
Issued atSat Aug 19 2017 03:54:12 GMT+0000 (Coordinated Universal Time)
CriteriaThis certificate is awarded in recognition of full participation 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.