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P-Quants v.s. Q-Quants

What do Quants do? The skillset required to be a Quantitative Analyst (Quant) is quite diverse. It largely depends on which area of quantitative finance you wish to develop a …

Accept assignment and getting it marked

In this video, we discuss how to complete a simple exercise, i.e., printing “Hello world”. This example will help you familiarize how to accept, complete, and submit an exercise. To …

Installing Anaconda, VSCode, and Git

To successfully complete the assignment and get your submission marked, you need to install the following three software as required. Anaconda: it is the most popular Python distribution for data …

Exercise: Predicting Amazon stock movement

Note that the section below contains external content and is not managed by FutureLearn. Interacting with the content may require or result in personal data transfer to this external website; …

Exercise: Apply linear regression to a dataset

Note that the section below contains external content and is not managed by FutureLearn. Interacting with the content may require or result in personal data transfer to this external website; …

Summary of Week 3

Artifical Neural Network Network Architecture Artificial Neural Network (ANN) is composed of the input layer, hidden layer and output layer. Input layer ((h^{(0)}: mathbb{R}^{d} rightarrow mathbb{R}^{n_{0}})): (h^{(0)}(x) = x.) Hidden …