Practical ML today and tomorrow
Hilary Mason explores the current state of AI and ML and what’s coming next in applied ML.
Hilary Mason
Hilary Mason is the General Manager for Machine Learning at Cloudera. Previously, she founded Fast Forward Labs, an applied machine learning research and advisory company, which was acquired by Cloudera in 2017. Hilary is the Data Scientist in Residence at Accel Partners, and is on the board of the Anita Borg Institute. Previously, she co-founded HackNY.org, a non-profit that helps engineering students find opportunities in New York's creative technical economy, served on Mayer Bloomberg's Technology Advisory Council, and was the Chief Scientist at Bitly. Hilary can be reached on Twitter @hmason and on LinkedIn.
Radar
Data’s day of reckoning
We can build a future we want to live in, or we can build a nightmare. The choice is up to us.
The five Cs
Five framing guidelines to help you think about building data products.
Of oaths and checklists
Oaths have their value, but checklists will help put principles into practice.
Doing good data science
Data scientists, data engineers, AI and ML developers, and other data professionals need to live ethical values, not just talk about them.
Content
Case studies in data ethics
These studies provide a foundation for discussing ethical issues so we can better integrate data ethics in real life.
Data Driven: Creating a Data Culture
To succeed with data, businesses must develop a data culture.