The Jupyter Notebook Cheat Sheet is here! link graphic Data Camp heading Data Camp Weekly Issue number 16 ― September 26, 2017 It’s Tuesday! So here’s another collection of data science news, projects and resources. This week we’re exploring tropical storm data, Netflix user data, Data Science for Fraud protection, Probability and Statistics and more. Enjoy! Like what you’re seeing? Forward to a friend! Received this email from a friend? link Sign up for a Data Camp account to to receive a dose of data science every Tuesday. heading Projects and Resources table with 34 rows and 3 columns row 1 column 1 column 2 column 3 row 2 column 1 column 2 link heading Jupyter Notebook Cheat Sheet column 3 row 3 column 1 column 2 column 3 row 4 column 2 link click upn equals tg NU 1q Cex Ss R Kk U 9n 1MU… row 5 column 1 column 2 column 3 row 6 column 1 column 2 The Jupyter Notebook Cheat Sheet is finally here! One of the great things Jupyter Notebooks is that they are super easy to get started with. It is one of the data scientist’s preferred development environments and allows for interactive and reproducible data analysis. column 3 row 7 column 1 column 2 column 3 row 8 column 1 column 2 link datacamp dot com column 3 row 9 column 1 column 2 column 3 row 10 column 1 column 2 link heading Groupby, split apply combine and pandas column 3 row 11 column 1 column 2 column 3 row 12 column 1 column 2 Do Netflix subscribers prefer older or newer movies? This tutorial with code samples will show you how to find the answer using groupby, split apply combine, and pandas. column 3 row 13 column 1 column 2 column 3 row 14 column 1 column 2 link datacamp dot com column 3 row 15 column 1 column 2 column 3 row 16 column 1 column 2 link heading Python Statistics and Probability Tutorial Part 1 column 3 row 17 column 1 column 2 column 3 row 18 column 1 column 2 This Python Statistics tutorial covers foundational topics in Probability that you can use in Poker. Combinations and permutations, dependent and independent events, expected value and more! Great foundational tutorial. column 3 row 19 column 1 column 2 column 3 row 20 column 1 column 2 link datacamp dot com column 3 row 21 column 1 column 2 column 3 row 22 column 1 column 2 link heading 30 Essential Data Science, Machine Learning and Deep Learning Cheat Sheets column 3 row 23 column 1 column 2 column 3 row 24 column 1 column 2 Looking for more Cheat Sheets? K Dnuggets assembled 30 essential data science, ML and Deep Learning cheat sheets! column 3 row 25 column 1 column 2 column 3 row 26 column 1 column 2 link kdnuggets dot com column 3 row 27 column 1 column 2 column 3 row 28 column 1 column 2 link heading Exploratory Data Analysis of Tropical Storms in R column 3 row 29 column 1 column 2 column 3 row 30 column 1 column 2 We’re back this week with some more topical coverage of data science. This time we’re focusing on historical data and EDA in this tutorial. column 3 row 31 column 1 column 2 column 3 row 32 column 1 column 2 link stoltzmaniac dot com column 3 row 33 column 1 column 2 column 3 row 34 column 1 column 2 column 3 out of table heading In the News table with 26 rows and 3 columns row 1 column 1 column 2 column 3 row 2 column 1 column 2 link heading Cloud Computing and Architecture for Data Scientists column 3 row 3 column 1 column 2 column 3 row 4 column 1 column 2 Data Scientists of all levels should have a solid understanding of cloud computing and architecture. This article covers all you need to know to incorporate cloud computing into your workflow when working on real world production solutions. column 3 row 5 column 1 column 2 column 3 row 6 column 1 column 2 link datacamp dot com column 3 row 7 column 1 column 2 column 3 row 8 column 1 column 2 link heading Don't teach students the hard way first column 3 row 9 column 1 column 2 column 3 row 10 column 1 column 2 Interesting article on how to best teach programming. Teaching the hard way might be the most common way, but not the best. David Robinson argues for a different way to teach programming, one that doesn’t include a teacher’s own nostalgia. column 3 row 11 column 1 column 2 column 3 row 12 column 1 column 2 link varianceexplained dot org column 3 row 13 column 1 column 2 column 3 row 14 column 1 column 2 link heading Data Security for Data Scientists column 3 row 15 column 1 column 2 column 3 row 16 column 1 column 2 10 practical tips for protecting your data, and everyone else’s. Very useful tips that everyone should be aware of. Data security is everyone’s problem. Must read. column 3 row 17 column 1 column 2 column 3 row 18 column 1 column 2 link medium dot com column 3 row 19 column 1 column 2 column 3 row 20 column 1 column 2 link heading Data Science for Fraud Detection column 3 row 21 column 1 column 2 column 3 row 22 column 1 column 2 Using data science for fraud detection. This is a fascinating article that digs deep into an interesting use case: detecting illegal behavior on a financial dataset. column 3 row 23 column 1 column 2 column 3 row 24 column 1 column 2 link codecentric dot de column 3 row 25 column 1 column 2 column 3 row 26 column 1 column 2 column 3 out of table heading Elsewhere bullet heading link Big Data Conference: Strata Data Conference bullet heading link Analysis of machine learning and AI patents granted in 2017 bullet heading link Fabrik – A platform to build deep learning models online bullet heading link Data Quality in the era of A dot I. heading Jobs bullet heading link Data Scientist, Edelweiss Business Services, Mumbai bullet heading link R Programmer and Statistician, Empiricus, Remote OK bullet heading link Data Scientist, Via, NYC link graphic Streams of the song Total Eclipse of the Heart' on Spotify the day of the eclipse Streams of the song Total Eclipse of the Heart' on Spotify the day of the eclipse heading That's all for now. Have a great week! link graphic Data Camp link graphic Data Camp Data Camp Inc. 2067 Massachusetts Avenue Cambridge MA 02140 link graphic Facebook link graphic Facebook link graphic Twitter link graphic Twitter link graphic Linked In link graphic Linked In link graphic You Tube link graphic You Tube link Unsubscribe