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Which of the following is NOT covered in settings.py in the context of Django web development?
Importing the JQuery library
Test data
Which of the following does NOT use machine learning?
Minting a new cryptocurrency on the Binance Smart Chain (BSC)
The Calculator app on your smartphone device
What is one difference between adjusted close price and raw close price?
The former is more frequently used for trading strategy back-testing than the latter
If you are staking 500 AVC at 7.5% APR, what will be your daily AVC reward?
500 x 7.5% / 365
If you are staking 500 AVC at 7.5% APR, what will be your annual AVC reward?
500 x 7.5%
Which of the following is true for Alpha Vantage Coin (AVC)?
It can be mined without any specialized mining hardware or software
You can mine the coin without writing any software code/scripts
By holding AVC, one can vote for the governance roadmap of the project
Which of the following is NOT true for AVC staking?
The staking reward is distributed once every quarter (3 months)
Which of the following is true about test data in machine learning tasks?
They can be used to verify the robustness of the trained model
Is linear regression a good machine learning model for predicting stock prices?
No, because stock price movements are generally non-linear
Which of the following is true about training data in machine learning tasks?
They are always high quality data
Which of the following is an application of smart contracts?
An ERC20 token on the Ethereum blockchain
An ERC20 token that has a low trading volume on Uniswap
A web3 decentralized application (dapp) such as the Alpha Tournament
Do you need real-time data for ALL machine learning tasks?
No
Do you need training data for machine learning tasks?
It depends on the use case
What is the typical function of runtime.txt files in Python/Django web development?
Python runtime version definitions
What is the typical function of urls.py in Python/Django web development?
Set up URL routing
What is the typical function of db.sqlite3 in Python/Django web development?
Database configurations
Frontend rendering
What is the typical function of requirements.txt in Django web development?
Listing the required dependencies and libraries
What is the typical function of settings.py in Django web development?
App configurations
What is the typical function of views.py in Python/Django web development?
Backend logic
What is the typical function of the JQuery Library in web development?
Frontend logic
What does AJAX mean in the context of Python web development?
Asynchronous JavaScript and XML
What does the command pip install do in Python development?
Install Python libraries
Which of the following is NOT a key attribute of ERC20 tokens?
They are all traded on Coinbase
Is deep learning always better than other machine learning algorithms?
It depends on the use case
What is the relationship between machine learning and deep learning?
Deep learning is a special class of machine learning algorithms
Which of the following is NOT a key benefit of smart contracts?
Improving the diversity and inclusion in the US labor market
Tesla (TSLA) had a five-for-one stock split in August 2020. Which of the following is TRUE?
TSLA shareholders had more shares after the split
Which of the following will NOT happen when a stock goes through a stock split event?
It will be delisted from the NASDAQ Stock Exchange
Which of the following is a key attribute of ERC20 tokens
Decentralization
Which of the following is NOT true for ERC20 tokens?
They are centralized by nature
It will definitely perform well on the training dataset
In order to build a deep learning model, you need:
Training data
A mathematical way for the model to converge
A computing resource equipped with either CPU or GPU
Which of the following is a key attribute of smart contracts?
Decentralization
Which of the following is NOT true for Python/Django?
It can be used for developing iOS applications
It can be used for developing video games powered by Unity
What is the relationship between machine learning and artificial intelligence?
Machine learning is an important tool to achieve general artificial intelligence
Is the XXX_CURRENCY (US Dollar, Korean Won, Japanese Yen, British Pound, etc) a fungible token?
Yes.
Are ERC20 tokens fungible?
Yes
Is Bitcoin a fungible token?
Yes
Are commodities such as Gold and Silver fungible assets?
Yes
Are commodities such as Copper fungible assets?
Yes
Which of the following is true about PyTorch?
The Py part in PyTorch means Python
It is open-sourced
Which of the following is NOT true about PyTorch?
It is a for-profit project
It is the building block of blockchain technologies
While these are TRUE: It supports both CPU and GPU usage, It can be installed as a Python package/library, It is an open-source project
Do you need central processing units (CPU) for deep learning tasks?
It depends on the use case
Do you need graphical processing units (GPU) for deep learning tasks?
It depends on the use case
It depends on the use case