Course Outline
Introduction
Setting up the IDE (Integrated Development Environment)
- RStudio
R Programming Fundamentals
- R objects: vectors, matrices, arrays, data frames and lists
- Flow control: branching, looping and truth testing
Accessing Data with R
- Reading and writing CSV data
- Accessing data in an SQL database
Visualizing Data with R
- Plotting with R
Analyzing Data with R
- Manipulating data frames
- Descriptive statistics
Inference and Time Series Analysis
- Analyzing time series data in financial markets
- Volatility modeling for high frequency financial data
Simulating Asset Price Trajectories
- Monte Carlo simulation
Asset Allocation and Portfolio Optimization
- Performing capital allocation, asset allocation, and risk assessment
- Regression analysis
Risk Analysis and Investment Performance
- Defining and solving portfolio optimization problems
- VaR and ES
Fixed-Income Analysis and Option Pricing
- Performing fixed-income analysis and option pricing
Taking Your R Application into Production
- Integrating your application with Excel and other web applications
Application Performance
- Optimizing your application
- R multiprocessing
Troubleshooting
Closing Remarks
Requirements
- An understanding of finance (securities, derivatives, etc.)
- A solid grasp of mathematics
- Programming experience in any language is helpful but not required
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €9120 online delivery, based on a group of 2 delegates, €2880 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
Testimonials (4)
The trainer did not leave a single minute unexploited! He was up a storm throughout every lesson and provided much material for whatever he dealt with.
Elpida - Unemployed
Course - Anti-Money Laundering (AML) and Combating Terrorist Financing (CTF)
Personal service and orientated to my needs
ANN - New Vitality Clinic
Course - GnuCash for Business Accounting
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
I was benefit from the interesting and clear ideas and suggestions.