数据科学是一门涵盖多种技能的学科，主要分为数据收集、数据处理、数据可视化、机器学习、深度学习和数据分析等。
BU MET CS-677: Data Science With Python, v.2.0 CS-677: Predicting Daily Trading Labels Assignment In many data science applications, you want to identify pat- terns, labels or classes based on available data. In this assign- ment we will focus on discovering patterns in your past stock behavior. To each trading day i you will assign …
STAT3006 Assignment 3, 2023 Classification Weighting 30% – due 16/10/2023 This assignment involves constructing and assessing classifiers. We will do this using the Statlog vehicle silhouettes dataset. The Statlog project (Michie et al., 1994 and King et al., 1995) aimed to practically compare a wide range of classifiers, from statistics and machine learning, on a …
CIS5450 Homework 1 CIS 5450 Homework 1: Data Wrangling and Cleaning (Fall 2023)¶ Due: Wednesday, September 20th, 10:00 PM EST Hello future data scientists and welcome to CIS 5450! In this homework, you will familiarize yourself with Pandas 🐼! The cutest animal and one of the essential libraries for Data Science. This homework is focused …
2024 Data Science Summer Internship Program Final Interview – Technical Debrief Deadline to submit: Tuesday, September 19th at 3:00pm Eastern Time Submission instructions: You can submit your work product in PPT, Word Doc or PDF. This will serve as “back-up” during your interview in case you have difficulty sharing your screen. On the day of …
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MAT1841 – Continuous mathematics for computer science The unit covers linear algebra (vectors, equations of lines and planes, solutions of simultaneous equations, determinates, Gauss elimination, Gauss-Jordan method), calculus topics (differentiation, parametric differentiation, fundamental theorem of calculus, and numerical integration), an introduction to multivariable calculus (functions of several variables, partial derivatives, tangent planes and directional derivatives), …
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MAT1830 – Discrete mathematics for computer science This unit introduces fundamental discrete mathematics topics including combinatorics, sets, relations and functions; methods of logic and proof, especially proof by induction; probability theory, Bayes’ theorem; recursion; recurrence relations; trees and other graphs. It establishes the mathematical basis required for studies in Computer Science and Software Engineering. Faculty …
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FIT3139 – Computational modelling and simulation This unit provides an overview of computational science and an introduction to its central methods. It covers the role of computational tools and methods in 21st century science, emphasising modelling and simulation. It introduces a variety of models, providing contrasting studies on: continuous versus discrete models; analytical versus numerical …
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FIT2086 Assignment 2 Due Date: 11:55PM, Sunday, 29/9/2019 1 Introduction There are total of four questions worth 10 + 10 + 9 + 10 = 39 marks in this assignment. There is one bonus question worth an additional 2 marks. The total marks awarded will be capped at 39, but the bonus marks can compensate …
Question 1 Aditya and David are the first-year data science students with Monash University. They are discussing how parallel and distributed processing can help data scientists perform the computation faster. They would like your help to understand and get answers to the following questions: 1. Using the current processing resources, we can finish processing 1TB …
Introduction Score = S(zretail + zhealth + zstops + zpolls + zschools) School of Computer Science Ali Anaissi, Jarrod Jones DATA2x01: Data Science, Big Data and Data Variety Practical Assignment: Greater Sydney Analysis Group Assignment (20%) Due: Friday 19th of May 2023 @ 11:59pm Australia is formally defined by more than 2000 ”Statistical Area Level …