Beginner Lessons

Python Tutorial: Collecting data through the Twitter API

Python Tutorial: Understanding Twitter JSON

Spreadsheets Tutorial: Financial Analytics in Spreadsheets | Intro and first metrics

Spreadsheets Tutorial: Visualizing the price evolution

Spreadsheets Tutorial: Identifying dates with unusual prices

R Tutorial: What is Object-Oriented Programming?

R Tutorial: Assigning Classes

R Tutorial: The Nine Systems

R Tutorial: How does R Distinguish Variables?

R Tutorial: Classification with Nearest Neighbors

R Tutorial: Data preparation for kNN

R Tutorial: What about the 'k' in kNN?

R Tutorial: Generating a linearly separable dataset

R Tutorial: Sugar content of soft drinks

Python Tutorial : Linear decision boundaries

Python Tutorial : Applying logistic regression and SVM

Python Tutorial : Linear Classifiers in Python

Python Tutorial : Variables and Types

Python Tutorial : Hello Python!

Python Tutorial : Calculating KPIs - a practical example

Python Tutorial : Exploratory analysis of KPIs

Python Tutorial : Identifying and understanding KPIs

Python Tutorial : Customer Analytics and A/B Testing in Python

R Tutorial : Components of process data

R Tutorial : Activities as cornerstones of processes

R Tutorial : Introduction to Process Analytics

Python Tutorial : Basics of PuLP modeling

Python Tutorial : Using lpSum

Python Tutorial : Basics of optimization

R Tutorial : Differential Gene Expression Overview

R Tutorial : RNA-Seq Workflow

R Tutorial : Introduction to RNA-Seq

R Tutorial : Basic statistical analysis

R Tutorial : Types of data and endpoints

R Tutorial : Designing and Analyzing Clinical Trials in R

Python Tutorial : Expected value, mean, and variance

Python Tutorial : Probability mass and distribution functions

Python Tutorial : Let’s flip a coin in Python

Python Tutorial : Visualizing sound waves

Python Tutorial : Converting sound wave bytes to integers

Python Tutorial : Introduction to audio data in Python

Python Tutorial : Risk with missing data in loan data

Python Tutorial : Understanding credit risk

R Tutorial : Exploring raw data (part 2)

R Tutorial : Exploring raw data

R Tutorial : Cleaning Data in R

R Tutorial : Change of period and term structure

R Tutorial : Actuarial equivalence