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Roles & Responsibilities of Artificial Intelligence in Education
Technology has developed by leaps and bounds and it has penetrated into our daily lives in so many ways. It almost seems as if one cannot live without technology because our dependence on it has increased by many folds. Artificial intelligence remains to be a hot topic for the... Read more
Are Successful Data Scientists Hired or Trained?
Editor’s note: Jennifer is a speaker for ODSC West 2019 this November in San Francisco! Be sure to check out her talk, “Successful Enterprise Analytics Starts with Literacy” then! The data science valley of despair is real. Time after time, leaders who’re well-versed in case studies and industry research... Read more
The New Life of the Travel Industry with Artificial Intelligence
The new online opportunities for travelers has a negative influence on touristic companies. A large number of their potential clients prefer to arrange their vacations on the internet instead of going to travel agencies. But there are a lot of ways new technologies, like AI, can actually help travel... Read more
The 4 Most Important Traits to Look for When Hiring an AI Expert
Although AI gets a lot of heat for putting millions of people out of jobs – thanks to its automation properties – it is also creating opportunities for many to start promising careers in data science. Regardless, there can be a lot of roadblocks when hiring an ai expert. ... Read more
How Product Managers Learn About AI Meeting Peak Effectiveness
The most frequent question I get about AI from colleagues, product managers, and others, is, “What do I need to know about AI and what’s the best way to learn it?” I’ve invested a considerable amount of time taking numerous courses, so I dug into my emails to collect... Read more
The Empirical Derivation of the Bayesian Formula
Editor’s note: James is a speaker for ODSC London this November! Be sure to check out his talk, “The How, Why, and When of Replacing Engineering Work with Compute Power” there. Deep learning has been made practical through modern computing power, but it is not the only technique benefiting... Read more
How to Use Deep Learning to Write Shakespeare
LSTM recurrent neural networks can be trained to generate free text. Let’s see how well AI can imitate the Bard “Many a true word hath been spoken in jest.” ― William Shakespeare, King Lear   “O, beware, my lord, of jealousy; It is the green-ey’d monster, which doth mock The... Read more
The Complete Guide to Decision Trees (part 1)
In the beginning, learning Machine Learning (ML) can be intimidating. Terms like “Gradient Descent”, “Latent Dirichlet Allocation” or “Convolutional Layer” can scare lots of people. But there are friendly ways of getting into the discipline, and I think starting with this guide to decision trees is a wise decision.... Read more
5 Roadblocks to Getting an ML System in Production
We typically meet an organization’s data science team after they’ve carried out a successful proof of concept. The algorithm they built or acquired produced results that were promising enough to greenlight development of a production ML system. It’s at this point that the immaturity of ML project management often... Read more
Learn How to Organize, Cleanup and Process Medical Image Datasets for Computer Vision Training
We are entering a whole new world where the possibility for AI, and more specifically computer vision, can help us with medical decision making that we’ve relied on doctors to perform. Moreover, while the hope of having doctor-less diagnoses is still a work of science fiction, every day we... Read more