Unsupervised learning - Study guides, Class notes & Summaries
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APSC 258 || A+ Verified Solutions.
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What is machine learning correct answers the science of programming computers so they can learn from data without given instructions 
 
Model training correct answers Have the machine find a seperation between classes 
 
Model Validation correct answers Have the machine recognize previously unseen samples (different from the data given) 
 
supervised learning correct answers learning rules that describe input/output relationship 
 
2 forms: 
regression 
classification 
 
Unsupervised learning co...
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Oracle Cloud Infrastructure 2023 AI Foundations Associate (1Z0-1122-23) Test || Questions & Answers (Rated A+)
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Oracle Cloud Infrastructure 2023 AI Foundations Associate (1Z0-1122-23) Test || Questions & Answers (Rated A+) 
Oracle Cloud Infrastructure 2023 AI Foundations Associate (1Z0-1122-23) Test || Questions & Answers (Rated A+) 
 
What is artificial intelligence? - ANSWER - the simulation of intelligent behaviours by computers 
 
Main characteristics of AI - ANSWER - Collection of data and the rules for using that data 
Ability to reason 
Ability to learn and adapt 
 
Expert system - ANSWER - A co...
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dsci exam 1 2023 with 100% correct answers
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Which statement about the data mining process is INCORRECT? - correct answer Data cleaning and pre-processing is usually a trivial step in the process 
 
Which statement is FALSE about the data-driven decision-making approach? - correct answer It is loaded with assumptions and theories 
 
What is the essential element in the machine learning algorithms that distinguish supervised from unsupervised learning? - correct answer In the supervised learning models target variable is used in the m...
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SOA Exam PA Q&A 2023
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Three main categories of predictive modeling problems - Answer- 1. Descriptive - Focuses on what happened in the past and aims to "describe" or explain the observed trends by identifying the relationships between different variables 
2. Predictive - Focuses on what will happen in the future and is concerned with making accurate predictions 
3. Prescriptive - Uses a combination of optimization and simulation to investigate and quantify the impact of different prescribed actions in different sce...
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COGSCI 1B Midterm Fall 2024 Questions and Answers
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COGSCI 1B Midterm Fall 2024 Questions 
and Answers 
Strong AI - CORRECT ANSWER-AI formulation: machine w/ AGI, just as smart as 
humans in every way 
Applied AGI - CORRECT ANSWER-AI formulation: ML allows -> machines to master 
"expert systems", driving cars etc. 
Why AI boom (early 21st century) - CORRECT ANSWER-New computing power + 
available large data sets 
Expert systems - CORRECT ANSWER-Machines that replicate/ improve human experts 
specialized domains (slide 8 for examples) 
P...
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Intelligent Systems - FINAL EXAM MATERIAL
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These lectures cover the material for the FINAL EXAM. But some basic knowledge about the 1st 6 lectures is required to fully understand all the material.
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ISYE 6501 Final Questions and Answers with complete solution
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Support Vector Machine - A supervised learning, classification model. Uses extremes, or identified 
points in the data from which margin vectors are placed against. The hyperplane between these vectors 
is the classifier 
SVM Pros/Cons - Pros: It works really well with a clear margin of separation 
It is effective in high dimensional spaces. 
It is effective in cases where the number of dimensions is greater than the number of samples. 
It uses a subset of training points in the decision functio...
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BIDA 630 DATA ANALYTICS FINAL QUESTIONS AND CORRECT ANSWERS | LATEST UPDATE
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Identify whether the task required is supervised or unsupervised learning: Predicting 
whether a company will go bankrupt based on comparing its financial data to those of similar 
bankrupt and nonbankrupt firms. 
 -:- Supervised learning, all information evaluated is known 
Identify whether the task required is supervised or unsupervised learning: Printing of custom 
discount coupons at the conclusion of a grocery store checkout based on what you just 
bought and what others have bought pre...
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Fog Computing for Intelligent Cloud IoT Systems (Advances in Learning Analytics for Intelligent Cloud-IoT Systems) 1st Edition 2024 with complete solution
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Fog Computing for Intelligent Cloud IoT Systems (Advances in Learning Analytics for Intelligent Cloud-IoT Systems) 1st Edition 
 
Table of Contents 
Cover 
Table of Contents 
Series Page 
Title Page 
Copyright Page 
Preface 
Part I: STUDY OF FOG COMPUTING AND MACHINE 
LEARNING 
1 Fog Computing: Architecture and Application 
1.1 Introduction 
1.2 Fog Computing: An Overview 
1.3 Fog Computing for Intelligent Cloud-IoT System 
1.4 Fog Computing Architecture 
1.5 Basic Modules of Fog Computing 
1.6 ...
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BCOR 2205 Information Management (Questions & Answers) Rated 100% Correct!!
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information management - Answer-application of management techniques to collect information, 
communicate it within and outside the organization, and process it to enable managers to make 
quicker and better decisions 
why machine learning? - Answer-allows for quicker and better decisions 
machine learning - Answer-the science of getting computers to learn without being explicitly 
programmed (subset of ai) 
artificial intelligence (ai) - Answer-collection of machine learning algorithms with a c...
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