This free, one-day training gives you insight into machine learning, its meaningful applications to your business (morning session) and an opportunity to gain practical experience from our experts (afternoon session).
Aim of the dayThis is a great training to attend for a ‘big picture’ of how machine learning can be applied to your business' data landscape. Participants will leave with an understanding of the tools at their disposal, and an appreciation of how to map existing methods onto their problems.
Target AudienceThis training is designed for professionals who want to understand the impact machine learning can have on their business and want to get more comfortable with the technology behind it. The day is split into a non-technical morning session (intro to ML, overview of different use cases in Retail, detailed case studies we have worked on), and a more more hands-on afternoon session (including training & deploying a Tensorflow pipeline) so both technical and non-technical audiences benefit from attending.
PrerequisitesIf you would like to join in the workshops, bringing a laptop and being comfortable with Python is useful. If you sit on the business side of your company, you are welcome to join us for the morning session only, which will focus on useful applications of ML without technical parts.
Introduction to Machine Learning
Overview of ML theory and context
ML in Retail
Overview of different ML use cases in the sector
Detailed retail case study Datatonic have worked on
Workshop: Metadata Enrichment
Generate structured information from unstructured data
Lunch will be provided for you
Tools of the trade
Explore libraries, frameworks, infrastructure and resources for practical ML
ML on GCP
Introduce the GCP products for ML as well as other infrastructure required
Workshop: Live Recommendation
Train and deploy a complete TensorFlow pipeline
Academy London, A Google Space, 123 Buckingham Palace Road, London, SW1W 9SH