From team building to emotion detection in 4 weeks: lifting the data bottleneck for deep learning by Louis Dominique Vainqueur, Digitas

Using pretrained models to solve natural language processing use cases has become commonplace in businesses. But pretrained models have limitations. In this talk, the Digitas team will share the lessons learned from building a team to develop a proof of concept which undertakes emotion detection to enhance customer experience. Learn about:

  • How to assemble a complementary team and use agile methods
  • The tools and platforms to create a good training dataset
  • The different models considered and the successes and failures faced during the development and deployment phase