This talk will frame the topic of time series forecasting in the language of machine learning. This framing will be used to introduce the skits library which provides a scikit-learn-compatible API for fitting and forecasting time series models using supervised machine learning. Finally, a real-world deployment of skits involving thousands of forecasts per hour will be demonstrated.
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
In this edition of Mansfield’s Money Sense, Jeremy Mansfield takes a closer look at Islamic markets and investing. Joining Jeremy in studio is Yusuf Moola, Senior Sharia Portfolio Manager at Sanlam Private Investments, and Mufti Ahmed Suliman, Chairman of Sanlam Private Investments Shariah Board. Video Rating: / 5
For our Muslim brothers and sisters, investing in certain instruments isn’t as easy because they have to adhere to what is called the Shariah Law. To help broaden their options, the Philippine Stock Exchange has been working on encouraging companies to be compliant to this set of rules, and create what is called a Shariah Index. Video Rating: / 5