Valid ✅
Document IDe66a6116-1f64-4b84-9c3c-6d9fcdd94768
Document hash8ea56cb021dd6d5aa4d107ca3cd3149ded825e2bdaadebf1d73d1b1ea45215ca1f18e58fb4cec5c95147a0220c4faceeaf0f529ee28bdd1d89e58b7fb829e623
Document namecourse-v1:intelaedu+DX0108EN+v0
Issued atTue Aug 15 2017 06:58:41 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