Valid ✅
Document IDc302f3f5-a85e-44e6-89e5-8e97aa2a981e
Document hashc497cae3cb5ac89f5c6aa4dc87aa1e15c8b448e8958f6b5a3b19070590d8c4fae6af85ec480e3ebe69850734e16bd067d185804b913a55ec5d211cdfd3e9a588
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:34:04 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