Data, analytics and technology for smarter decision making
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Spark 2019: Matthieu Garnier, SVP Data & Analytics International at Equifax, shares his view on the changing technology landscape, and how companies can use big data, AI and technology to make smarter decisions that can help consumers in the financial services sector.
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Data, analytics and technology for smarter decision making
- 1. Equifax Spark: making smarter decisions together #equifaxspark
- 2. Data, analytics and technology for smarter decision making Matthieu Philippe Garnier III, SVP Data & Analytics International, Equifax
- 3. CANADA May 2019 UK May 2019 INDIA November 2019 AUSTRALIA September 2019 CHILE June 2019 ARGENTINA September 2019 SPAIN June 2019
- 4. Helping people live their financial best.
- 6. “Creating music is all about merging and connecting sounds Creating insights is all about merging and connecting relevant data together ”
- 7. Our Environment Is Changing Rapidly COST OF COMPUTING AMOUNT AND AVAILABILITY OF DATA SOPHISTICATED ANALYTICS TECHNOLOGY INNOVATION CONSUMER EXPECTATIONS
- 8. Watch me
- 9. SLIDE 4 ACCESS COMPUTE CONSUME R E P E A T III T H I N G S
- 10. Spouse Children Shared vehicle Roommate Home sale Shared device Co-workers SMB owners Principals Corporate linkage Online content Auto sale SLIDE 4 C O N N E C T E D
- 11. T H E R E L E V A N T D A T A CREDIT TRANSACTIONAL UTILITIES +5% of Acceptance rate With a lower level of risk And a better customer experience
- 12. Your data is valuable, don’t gift it carelessly
- 13. Quality Security Minimisation Retention GOVERNANCE
- 14. S P E E D
- 15. S P E E D BUSINESS UNDERSTANDING • Determine Business objective • Assess situation • Determine data science goal • Produce project plan DATA UNDERSTANDING • Collect initial data • Describe data • Explore data • Verify data quality DATA PREPARATION • Select Data • Clean Data • Construct Data • Integrate Data • Format data MODELLING • Select modelling technique • Generate test design • Build model • Assess model. EVALUATION • Evaluate results • Review Process • Determine next steps DEPLOYMENT • Promote into production environment • Monitor and maintain • Produce final report • review Cross Industry Standard Process for Data Mining
- 17. Information is the oil of the 21st century, and analytics is the combustion engine. Peter Sondergaard, Senior Vice President at Gartner
- 21. Equifax’s patented regulatory compliant machine learning scoring system Equifax NeuroDecision® Technology (NDT) Traditional techniques 9-15% KS Lift P R E D I C T I O N