06 Dec
Training

Machine Learning in Retail, London

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About

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 day This 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 Audience This 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 Retail 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.
  • Prerequisites I 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.
Agenda
9.00-10.00
Introduction to Machine Learning
Overview of ML theory and context
10.00-11.00
ML in Retail
Overview of different ML use cases in the Retail sector
11.00-11.20
Retail Case Study
Detailed retail case study Datatonic have worked on
11.20-12.30
Workshop: Metadata Enrichment
Generate structured information from unstructured data
12.30-13.30
Lunch
Lunch will be provided for you
13.30-14.45
Tools of the trade
Explore libraries, frameworks, infrastructure and resources for practical ML
14.45-15.15
ML on GCP
Introduce the GCP products for ML as well as other infrastructure required
15.15-16.45
Workshop: Live Recommendation
Train and deploy a complete TensorFlow pipeline
16.45-17.00
Close
Recap, Q&A
Speakers
Will Fletcher
Machine Learning Researcher
Cris Pericas
Data Scientist
Alexa Abbas
Data Engineer
Location
Academy London (A Google Space), 123 Buckingham Palace Rd, Victoria, London SW1W 9SH
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