Financial Analysis - Build a ChatGPT Pairs Trading Bot - What Order Should I Take Your Courses In? (Part 2)

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Information Technology (IT), Architecture, Social Studies
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10 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary purpose of word embeddings in NLP?
To convert words into images
To transform words into numerical vectors
To categorize words into different languages
To simplify words into basic forms
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why are dynamic neural networks challenging to implement?
They require constant internet connection
They change structure based on input
They are only compatible with specific hardware
They need a large dataset to function
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the explore-exploit dilemma in reinforcement learning?
Deciding whether to use supervised or unsupervised learning
Balancing between data collection and data analysis
Selecting between different machine learning models
Choosing between exploring new strategies and exploiting known ones
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which neural network type is essential for visual game learning in deep reinforcement learning?
Recursive Neural Networks
Feedforward Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main advantage of ensemble methods over deep learning?
They are faster to train
They are easier to implement and use
They provide more accurate results
They require less data preprocessing
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a key feature of random forests?
They are based on neural networks
They use a single decision tree
They require labeled data
They combine multiple decision trees
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the Markov assumption in hidden Markov models?
Current state depends on all previous states
Current state depends only on the previous state
Current state is independent of all other states
Current state depends on future states
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