Valid ✅
Document ID35018ee9-bb37-4afd-9dd4-41c8d32e10fd
Document hash0893f2fabc16efbee78b1561859ed92e64e8d843ddddf3ac34ec79f81063b6615ff2b442ceec26d2ed7c419c79442964761be7bb320f9572d0a97dc2dcdb5a77
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 07:00:45 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