Machine Learning
PyCon 2019 | Measuring Model Fairness
PyCon 2019 | Measuring Model Fairness Speaker: J. Henry Hinnefeld When machine learning models make decisions that affect people’s lives, how can you be sure those decisions are fair? When you build a machine learning product, how can you be sure your product isn’t biased? What does it even mean for an algorithm to …
PyCon 2019 | Introduction to Data Science with Python
PyCon 2019 | Introduction to Data Science with Python Speaker: Grishma Jena Wish to perform Data Science but don’t know how to? Have a dataset that you really want to analyze but not sure how to start? This hands-on session teaches how to explore datasets, use Machine Learning algorithms and derive insights from models …
Google I/O 2019 | Machine Learning Zero to Hero
Google I/O 2019 | Machine Learning Zero to Hero This is a talk for people who know code, but who don’t necessarily know machine learning. Learn the ‘new’ paradigm of machine learning, and how models are an alternative implementation for some logic scenarios, as opposed to writing if/then rules and other code. This session will …
Google I/O 2019 | Swift for TensorFlow
Google I/O 2019 | Swift for TensorFlow Swift for TensorFlow is a platform for the next generation of machine learning that leverages innovations like first-class differentiable programming to seamlessly integrate deep neural networks with traditional software development. In this session, learn how Swift for TensorFlow can make advanced machine learning research easier and why Jeremy …
Google I/O 2019 | Train Custom Machine Learning Models with No Data Science Expertise
Google I/O 2019 | Train Custom Machine Learning Models with No Data Science Expertise Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their needs, by leveraging Google’s state-of-the-art neural architecture search technology. Learn the power and ease-of-use of Cloud AutoML …
PyCon 2019 | Hello World of Machine Learning Using Scikit Learn
PyCon 2019 | Hello World of Machine Learning Using Scikit Learn Speaker: Deepak K Gupta _**Welcome to the Machine Learning tutorial for absolute beginners.**_ This tutorial will not make you an expert in Machine Learning but will cover enough things to acquaint, enable and empower you to understand, explore and exploits the concept and …
Shitloads And Zingers: On The Perils Of Machine Translation
Years ago, on a flight from Amsterdam to Boston, two American nuns seated to my right listened to a voluble young Dutchman who was out to discover the United States. He asked the nuns where they were from. Alas, Framingham, Massachusetts was not on his itinerary, but, he noted, he had ‘shitloads of time and …
Planes Don’t Flap Their Wings: Does AI Work Like A Brain?
In 1739, Parisians flocked to see an exhibition of automata by the French inventor Jacques de Vaucanson performing feats assumed impossible by machines. In addition to human-like flute and drum players, the collection contained a golden duck, standing on a pedestal, quacking and defecating. It was, in fact, a digesting duck. When offered pellets by …
How Artificial Intelligence Can Detect – And Create – Fake News
When Mark Zuckerberg told Congress Facebook would use artificial intelligence to detect fake news posted on the social media site, he wasn’t particularly specific about what that meant. Given my own work using image and video analytics, I suggest the company should be careful. Despite some basic potential flaws, AI can be a useful tool …
PyCon 2019 | Applied Deep Learning For NLP Using PyTorch
PyCon 2019 | Applied Deep Learning For NLP Using PyTorch Speaker: Elvis Saravia Natural language processing (NLP) has experienced a rapid growth over the last few years and has become an important skill to build applications that range from social features to clinical and health solutions. In this tutorial, we will introduce PyTorch as …