Python
This Python function is used to output something to the console
What is print()?
What is matplot-lib?
ChatGPT, Claude, and Gemini are examples of this kind of Generative AI.
What are large language models (LLMs)?
When training a supervised learning model, the dataset used should be
What is large and diverse?
AI models may be used in these kinds of apps to decide what to show you next based on what you've liked before.
What are social medias?
The data type that represents numbers with decimals
What is a float?
Unsupervised learning models employ this kind of data created without human intervention
What is unlabeled data?
This is the Python library used for Computer Vision, which is also a common text acronym
What is YOLO?
This is the thing that machine learning models predict
What is a label?
The specific tool (website) we've used to write our code in.
What is Google Colab?
This is the library used to create, train, and evaluate Machine Learning models
What is scikit-learn?
This is an unsupervised learning technique that groups similar objects together.
What is clustering?
A machine learning model that resembles the human brain and nervous system.
What are neural networks?
This is a supervised learning method used to predict a numerical label
What is regression?
It's where this class is happening right now
Casey/Marino Room at Francis Parker School
This data type can hold multiple values at once
What is a list?
This is done when there are many features within a dataset in order to preserve the important structure of patterns.
What is dimensionality reduction?
Removing color using this method may be useful in optimizing computer vision models
What is grayscaling?
This is the supervised learning method used to predict a category
What is classification?
AI is a wide-ranging field, encompassing this subject that translates to "the love of wisdom" in Greek.
What is philosophy?
This library is used to create plots, graphs, histograms and other visualizations
What is Matplot-lib?
A form of feature projection that creates new sets of components that are uncorrelated with one other.
What is principal component analysis?
Introduced in 2017, these made LLMs much better at understanding language by looking at a whole sentence simultaneously. These are so important to LLMs that its one of the words that make up the acryonym GPT.
What is a transformer?
A single pass through all of the training data that a model does to train
What is an epoch?
Machine learning engineers often write code in this format, and allows them to embed text explanations.
What is (Juypter) Notebook?