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Artificial Intelligence 人工智能

FINA6229 Machine Learning in Finance Project 5: A Comprehensive Investment Project with Machine Learning

Artificial Intelligence人工智能Machine Learning

The purpose of Project 5 is to give you some exposure to applying machine learning techniques to design an advanced investment strategy.

MFIN7034 Machine Learning and Artificial Intelligence in Finance - Problem Set 1 - Factor Model

Artificial Intelligence人工智能Machine Learning

In this assignment, you will run regressions to understand how the factor model explains asset return and construct an investment strategy based on the factor model.

DTS304TC Machine Learning Coursework - Assessment Task 1: Heart Disease Classification with Machine Learning

Artificial Intelligence人工智能Machine Learning

In this coding assessment, you are presented with the challenge of analyzing a dataset that contains patient demographics and health indicators to predict heart disease classifications. This entails solving a multi-class classification problem with five distinct categories, incorporating both categorical and numerical attributes.

CSC4005 Parallel Programming - Project 4 Parallel Programming with Machine Learning

Artificial Intelligence人工智能Machine Learning

In this project, you will have the opportunity to gain insight and practice in using OpenACC to accelerate machine learning algorithms. Specifically, you will be accelerating softmax regression and neural networks (NNs).

COMP3611 Machine Learning - Assessment: Gaussian Distribution, PCA and Predict Cancer Mortality Rates in US counties

Artificial Intelligence人工智能Machine Learning

Consider some continuous random variables generated from an unknown distribution stored in 'clean_data.npy'. Fit a univariate Gaussian distribution to this data and estimate the mean and variance of the Gaussian distribution using the maximum likelihood estimator.

6CCS3AIN Artificial Intelligence Reasoning and Decision Making - Coursework: Packman

Artificial Intelligence人工智能Machine Learning

This coursework exercise asks you to write code to create an MDP-solver to work in the Pacman environment that we used for the practical exercises.

INT401: Fundamentals of Machine Learning Fall Semester Assignment 1: Feature Generation

Artificial Intelligence人工智能Machine Learning

Text categorization is the task on classifying a set of documents into categories from a set of predefined labels. Texts cannot be directly handled by our model

CS465/CS565: Introduction to Artificial Intelligence - Project 1: Search

Artificial Intelligence人工智能Machine Learning

In this project, your Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. You will build general search algorithms and apply them to Pacman scenarios.

CS465/CS565: Introduction to Artificial Intelligence - Project 3: Ghostbusters

Artificial Intelligence人工智能Machine Learning

Pacman spends his life running from ghosts, but things were not always so. Legend has it that many years ago, Pacman's great grandfather Grandpac learned to hunt ghosts for sport. However, he was blinded by his power and could only track ghosts by their banging and clanging.

CSCI-561 Foundations of Artificial Intelligence - Homework 3: Temporal Reasoning in Artificial Intelligence

Artificial Intelligence人工智能Machine Learning

This homework explores the applications of Temporal Reasoning in Artificial Intelligence. In general, the solution for a temporal reasoning task involves taking a sequence of actions/observations on an Partially Observable Markov Decision Process (POMDP Environment)

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