SUBTITLE: A SOURCE OF COMPARATIVE ADVANTAGE
LECTURER: Dr. Gregory Gadzinski
DURATION: 4 x 3h
DATES: September 22, 24, 29 & October 1, 2020
FORMAT: Virtual / Online
MAKING AND GETTING BIG DATA
- What is Big Data
- What is Data Science ?
- Downloading Data in R
CASE STUDY: Visualizing data with R
SHRINKING BIG DATA
- Outliers Detection
- Principal Component Analysis
- Partial Correlations in Networks
CASE STUDY: Data as networks
BIG DATA AND MACHINE LEARNING
- Big data and Machine Learning explained
- Classification Trees
- Logistic Regressions
- Neural Networks
CASE STUDY: Forecasting credit data
- Model Selection
- Mummy, I Shrank a Big VAR Model
- Selecting Several Good Models
- Text Mining
CASE STUDY: Forecasting your data
Today companies have adopted big data analytics to uncover hidden patterns that can help them make more-informed business decisions. “Modelling Big Data” offers practical guidance on how to properly use and analyze Big Data.
The vast proliferation of data and increasing technological advances continue to transform the way industries operate and compete. Financial companies, in particular, have adopted big data analytics to gain further insights on their environment and eventually make better investment decisions. This Online-seminar introduces common big data tools for practitioners and show them how to handle big datasets and apply big data methodologies in a range of problems from risk management to forecasting loan default with machine learning.
All together, participants get empowered through practical tools that can be applied back at their desk to fit
their particular needs.
Gregory Gadzinski, PhD.
Quantitative Design Specialist / Panthera Solutions Sarl
Dr. Gadzinski is a full-time professor of Finance and Economics at the International University of Monaco, trusted with teaching a wide range of courses in the DBA, MBA and MFIN programs. He was previously an Assistant Professor of Economics at the Chair for International Economics in Cologne, Germany.
Dr. Gadzinski was also a full-time researcher at the Hedge Fund Research Institute in Monaco. His consultancy experience includes mandates at ALPSTAR Management, a multi-strategy hedge fund and at the European Central bank, DG Research, Frankfurt, Germany.
Dr. Gadzinski has a PhD from the Université de la Méditerranée, France, a postgraduate degree in Mathematical Economics and Econometrics and a “Magistère Ingénieur Economiste” from the University Aix-Marseille II. Furthermore he was a pre-doc Marie- Curie fellow at the Center of Operation Research (CORE) at the University of Louvain-la- neuve in Belgium.
Dr. Gadzinski has published several scientific articles in prestigious journals such as the Journal of Asset Management, the Journal of Hedge Funds and Derivatives, and the Journal of Investing.
• Wealth Managers
• Private Banks
• Regional Banks
• Financial Analyst
• Corporate Treasurer
• Management Consultant
• Performance Manager
• Legal & tax advisor
HAVE ANY QUESTIONS?
OUR MISSION IS
TO EMPOWER YOU
Panthera Solutions Sarl
5, Avenue Saint Laurent | MC 98000 | Monaco | firstname.lastname@example.org | Company ID / 18S07917