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Classroom Contents
Revolutionizing Legal Industry with Spark, NLP and Azure Databricks - Clifford Chance Case Study
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- 1 Intro
- 2 About Mirko Bernardoni
- 3 About Michael Seddon
- 4 Clifford Chance
- 5 Digital is changing how business gets done
- 6 What we do in the Data Science Lab
- 7 Al Adoption MATURITY CURVE
- 8 DS-Lab end to end capability
- 9 Confidentiality
- 10 Many challenges in legal
- 11 Architecture
- 12 Client relationship analysis
- 13 Document classification
- 14 Document example
- 15 Data download and cleaning
- 16 Models development · Cross validation with 10 datasets of 1000
- 17 Grid search on single core model
- 18 How does miflow manage multithreading in Spark?
- 19 Bayesian optimization for hyperparameter optimisation
- 20 Hyperopt example
- 21 Hyperparameters results
- 22 What results?
