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.
LEARNING GOALS Learn how to build intelligent tools and automate your complex tasks.
DAY 1 - BIG DATA INTRODUCTION
MAKING AND GETTING BIG DATA
- What is Big Data
- What is Data Science ?
- Downloading Data in R
DAY 2 – BIG DATA MANAGMENT
SHRINKING BIG DATA
- Outliers Detection
- Principal Component Analysis
- Partial Correlations in Networks
DAY 3 - AUTOMATING BIG DATA MANAGEMENT
BIG DATA AND MACHINE LEARNING
- Big data and Machine Learning explained
- Classification Trees
- Logistic Regressions
- Neural Networks
DAY 4 - PREDITIVE DATA MODELLING
- Model Selection
- Mummy, I Shrank a Big VAR Model
- Selecting Several Good Models
- Text Mining
- Case studies during the course
(Multi-) Family Offices, Wealth Managers, Private Banks, Regional Banks, Trusts, Finance Director, Financial Analyst, Corporate Treasurer, Management Consultant, Performance Manager, Legal & tax advisor
COSTS 359 990 HUF + 27% VAT PER PARTICIPANT
May 3,5,10 & 11 2021
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