Valid ✅
Document ID31334cf6-4a1c-41f3-9e34-637d8a3f9495
Document hash978af37ad62aab09a6c83628789b6dece497ad6d0ac2b5b13e700f055ed63780f6cd8a09e33f42ad6fb67e50efe1274b56fd1523b7f3a45ba26d168cd03f20f1
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:43:33 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. To learn more about the IBM Data Science Bootcamp, go to: https://courses.bdu.intela-edu.com/courses/course-v1:intelaedu+DX0108EN+v0/about