Big Data & Machine Learning Cloud OnBoard 1 2 1 Increasingly, data analysis and machine learning are carried 3 out in self-descriptive, shareable, executable notebooks 2 5 3 6 5 Share 7 6 Code 8 7 9 8 10 9 A typical notebook 11 contains code, 10 Output 12 charts, and 11 explanations 13 12 14 13 15 14 16 Image Source: 15 Markup Git Logo from 1716 Wikipedia 17 18 Big Data & Machine Learning Cloud OnBoard 1 2 1 Datalab is an open-source notebook built on Jupyter (IPython) 3 2 5 3 6 5 Analyze data in BigQuery, Datalab is free—just pay 7 for Google Cloud resources 6 Compute Engine or Cloud Storage 8 7 9 8 10 9 11 10 12 11 13 12 14 Use existing 13 Python packages 15 14 16 15 1716 17 18 45