COSC 2673/2793 | Machine Learning Week 3 Lab Exercises: **Dataset splitting & Pre-Processing** Introduction Last week we learned how to read the data and do exploratory data analysis (EDA). The next step in a typical machine learning pipeline is to split data and transform so that we can feed the data to a learning algorithm. […]
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COSC 2673/2793 | Machine Learning Week 2 Lab Exercises: **Reading data & Exploratory Data Analysis (EDA)** Introduction In this lab, we get some initial experience with using some of the main python tools for this course, including Numpy, Matplotlib and Pandas. We also load some datasets, compute some basic statistics on them and plot them.
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Machine Learning – Specialty (MLS-C01) Sample Exam Questions 1) A machine learning team has several large CSV datasets in Amazon S3. Historically, models built with the Amazon SageMaker Linear Learner algorithm have taken hours to train on similar-sized datasets. The team’s leaders need to accelerate the training process. What can a machine learning specialist do
Introduction AWS Certified Machine Learning – Specialty (MLS-C01) Exam Guide The AWS Certified Machine Learning – Specialty (MLS-C01) examination is intended for individuals who perform a development or data science role. This exam validates an examinee’s ability to build, train, tune, and deploy machine learning (ML) models using the AWS Cloud. It validates an examinee’s
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Machine Learning & Computational Machine Learning COSC 2673 & COSC 2793 Assignment 1 Due Date Week 6, Friday 16th April 2021, 11:59pm Marks 30% 1 Overview This assignment is designed to help you become more confident in applying machine learning. In this assignment you will explore a real data-set to practice the typical machine learning
COSC2406/2407 Database Systems RMIT University Week 5/6 Lab Tasks Aims: The aim of this laboratory is for you to familiarize yourself with using Apache Derby and to time queries. Task 1: Unfinished work Make sure you have completed the work from the previous lab sheets (all of which contain essential building blocks for the first
COSC2406/2407 Aims: Database Systems Week 4/5 Lab Tasks The aim of this laboratory is for you to familiarize yourself with using Apache Derby and to time queries. Task 1: Unfinished work Make sure you have completed the work from the previous lab sheets and have both mongodb and Apache Derby installed in an AWS instance.
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***: Please note to “STOP” your AWS instances and not “TERMINATE” them! *: for those who suffer from ‘connection timed out’ in PUTTY, please do the following: -go to “Connection” element on the “Category” tree in your PUTTY, -select “Seconds between keepalives (0 to turn off)” and put a number in seconds such as 10
COSC2406/2407 Objectives Database Systems Access your AWS linux instance Installing MongoDB on your linux instance Installing Apache Derby on your linux instance AWS linux instance Week 2 Lab Tasks We will be using the Amazon AWS cloud as our main teaching environment for the Database Systems course: ● Every student in the course will be
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COSC2406/2407 Database Systems RMIT University Week 3 Lab Tasks Aims: The aim of this laboratory is for you to familiarize yourself with the MongoDB Shell and to represent data using JSON. Task 1: Unfinished work Make sure you have completed the work from the previous lab sheet and have both MongoDB and Apache Derby installed