You know who you are. A high-calibre machine learning magician, a well-versed wrangler of data... but you want a bit more from your role. That may be progression, more money or the chance to work on new, more exciting projects, but where do you go from here? Many companies are looking to increase investment in data science departments and looking for leaders to build out new … [Read more...] about Are You Ready To Become A Chief Data Scientist?
data scientist
Best Public Datasets for Machine Learning and Data Science: Sources and Advice on the Choice
While shaping the idea of your data science project, you probably dreamed of writing variants of algorithms, estimating model performance on training data, and discussing prediction results with colleagues . . . But before you live the dream, you not only have to get the right data, you also must check if it's labeled according to your task. Even if you don't need to collect … [Read more...] about Best Public Datasets for Machine Learning and Data Science: Sources and Advice on the Choice
The Current Hype Cycle in Artificial Intelligence
Prologue Every decade seems to have its technological buzzwords: we had personal computers in the 1980s; Internet and worldwide web in 1990s; smartphones and social media in 2000s; and Artificial Intelligence (AI) and Machine Learning in this decade. However, the field of AI is 67 years old, and this is the third in a series of five articles wherein: The first article … [Read more...] about The Current Hype Cycle in Artificial Intelligence
Domains in Which Artificial Intelligence is Rivalling Humans
Prologue Every decade seems to have its technological buzzwords: we had personal computers in the 1980s; Internet and worldwide web in 1990s; smartphones and social media in 2000s; and Artificial Intelligence (AI) and Machine Learning in this decade. However, the field of AI is 67 years old, and this is the third in a series of five articles wherein: The first article … [Read more...] about Domains in Which Artificial Intelligence is Rivalling Humans
Preparing Your Dataset for Machine Learning: 8 Basic Techniques That Make Your Data Better
There's a good story about bad data told by Martin Goodson, a data science consultant. A healthcare project was aimed to cut costs in the treatment of patients with pneumonia. It employed machine learning (ML) to automatically sort through patient records to decide who has the lowest death risk and should take antibiotics at home and who's at high risk of death from pneumonia … [Read more...] about Preparing Your Dataset for Machine Learning: 8 Basic Techniques That Make Your Data Better
