Python Charmers is a leading global provider of training in Python and data science, based in Australia and Singapore. Python Charmers provides expert training and consulting in specialized applications of Python, including science, engineering, machine learning, and various kinds of web-based data analytics and visualization. Since 2010, Python Charmers has given over 500 training courses and bootcamps to over 5000 delighted people from organizations such as Atlassian, BAE, Barclays, BNP Paribas, CSIRO, Cisco, Deloitte, Dolby, GDF Engie, Singtel Optus, Shell, SKM, Sportsbet, Toyota, Verizon, Westpac, and Woolworths, as well as small businesses and high-tech startups. Python Charmers' trainers and consultants combine exemplary communication skills with expertise in Python development in a variety of applications. The team has deep roots in the open source community as contributors to well-known Python packages, including NumPy, SciPy, Scikit-Learn, Scikit-Image, and Python-Future.