Training dataset - Study guides, Class notes & Summaries
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Machine Learning (predictive analytics) fully solved 2024
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Machine Learning 
Machine learning is defined as an automated process that extracts patterns from data. 
 
 
 
Supervised Machine Learning 
To build the models used in predictive data analytics applications, we used supervised machine learning. Supervised machine learning techniques automatically learn a model of the relationship between a set of descriptive features and a target feature based on a set of historical examples, or instances. We can use this model to make predictions for new instan...
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Generative A.I. Flashcards test fully solved & updated
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Supervised Learning 
Machine learning algorithm which looks at labeled datasets to predict some sort of outcome or trend down the line 
 
 
 
Unsupervised Learning 
Machine learning algorithm which independently studies datasets to identify patterns or associations within them 
 
 
 
 
Brainpower 
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Large Language Models 
A very vast or highly trained language model that is based off of...
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GCP Professional Data Engineer (A+ Guaranteed)
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1. You are developing an application that will only recognize and tag specific business to business product logos in images. You do not have an extensive background working with machine learning models, but need to get your application working. What is the current best method to accomplish this task? correct answers a. Use the AutoML Vision service to train a custom model using the Vision API 
i. The newly added AutoML services allow you to train custom image (and other models) using the Google...
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SOA Exam PA Review Q&A
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Explain the difference between descriptive, predictive, and prescriptive modeling - Answer- Descriptive - focuses on what happened in the past and aims to describe the observed trends by identifying relationships between variables. 
Predictive - What will happen in the future and making accurate predictions. 
Prescriptive - Combo of optimization and simulation to investigate the impact of prescribed actions in different scenarios. 
 
Explain the difference between supervised and unsupervised le...
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Enabling Tech - Quiz 3, Generative AI test fully solved & updated
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Generative AI 
artificial intelligence that generates plausible content 
 
 
 
generative AI usually structured or unstructured data? 
unstructured data (e.g. images, audio, texts) 
 
 
 
 
Brainpower 
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How does Generative AI learn the pattern? 
learn the underlying pattern from training data 
 
 
 
What is generative AI used for? 
generating similar content or solving downstream tasks...
And that's how you make extra money
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Biomedical Engineering Final Review WITH 100% correct answers 2024.
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The biodesign process for developing medical technologies can be summarized in the diagram below by Paul Yock (Biodesign, Cambridge University Press, 2015): 
Design P 
At which stage in the process are you too far along to go backwards? 
 
a. After inventing a prototype 
b. Never - you can go backwards at any point and start over 
c. After interviewing stakeholders to determine the need 
d. After selecting the final project 
e. After writing the Need Statement 
f. After making observations and/o...
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AIDA 181 Study Guide 2023 with complete solution big data - sets of data that are to large to be gathered and alayszed by traditional methods 5 Vs of big data - volume variety velocity veracity value volume - far larger (consumes more storag
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AIDA 181 Study Guide 2023 with complete solution 
 
 
big data - sets of data that are to large to be gathered and alayszed by traditional methods 
 
5 Vs of big data - volume 
 
variety 
 
velocity 
 
veracity 
 
value 
 
volume - far larger (consumes more storage space) than traditional data stores 
 
variety - much of the data exists in multiple unstructured (this is defined later) formats 
 
velocity - speed at which the data arrives and the rate of evolution 
 
veracity - the co...
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Introduction to ChatGPT study guide 2024
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What is ChatGPT? 
 
ChatGPT, by OpenAI, is a conversational language model, which means it can answer questions or perform tasks that yield a text-based response. 
 
 
Standard chatbot vs. ChatGPT 
Standard chatbots are usually designed to return a predetermined response to a limited number of questions. 
ChatGPT is far more generalizable, as it uses its understanding of language to interpret the question or task and determine the most appropriate response. 
 
 
 
Generative AI 
 
ChatGPT is an ...
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WGU D204 The Data Analytics Journey: Practice Exam Questions And Answers Updated 2024/2025 | Scored A+
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WGU D204 The Data Analytics Journey: Practice Exam Questions And Answers Updated 2024/2025 | Scored A+. Data scientists are able to find ______, _________, and _____ in unstructured data. 
- Answer order, meaning, and value 
What is involved in the planning phase? - Answer 1. Defining goals 
2. Organizing resources 
3. Coordinate people 
4. Schedule project 
What is involved in the wrangling phase? - Answer 5. Get data 
6. Clean data 
7. Explore data 
8. Refine data 
What is involved in the Mode...
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WGU C207 Final Self-Assessment 2023- 100% verified Q&A Latest update
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Amanda is measuring the temperature. She looks at the thermometer and sees that it is somewhere 
between 65 and 66 degrees Fahrenheit. She is okay with the temperature in between two integers because 
she knows temperature is not ________ data, but temperature is _________ data. 
 a) Nominal, Ordinal 
 b) Nominal, Discrete 
 c) Continuous, Discrete 
 d) Discrete, Continuous 
Feedback: The correct answer is D. Temperature is not a measure that comes in increments (discrete) but 
is co...
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