Valid ✅

Document IDc8114e60-3e92-413e-8b27-e5175fed5be1

Document hash767ccd56cdc7678a320f468411e2fd39e3f47db1e8cef4023d9d70ee0dd54d43a349d290bd37267cb8df1d83df813032bbc770fe047160e9d931c449a3a24ee2

Document namecourse-v1:Intela+DX0108UA+kyiv

Issued atThu Apr 26 2018 07:41:15 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 Data Science Instructor Bootcamp, go to: https://courses.bdu.intela-edu.com/courses/course-v1:Intela+DX0108UA+kyiv/about