Valid ✅
Document IDbd740b80-94b1-4bcc-890e-7d69f92d66bc
Document hash2543956da07c142432efabb185f2122d962f1374fafd19ac54161e4a666882dfbf9fd077a57b0a79bd46e52e0b3159499ced88b756c401a543e630f64d7e6c78
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 04:38:05 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. To learn more about the IBM Data Science Bootcamp, go to: https://courses.bdu.intela-edu.com/courses/course-v1:intelaedu+DX0108EN+v0/about