# Data Science
Quote
Machine learning is the science of getting computers to learn without being explicitly programmed © Sebastian Thrun
# Buzzwords
Regression Classification Clustering Neural Network Backpropogation NLP Autoencoders NLP Transformers LSTM Data minig Hypothesis testing Support Vector Machine Decision Trees K-Nearest Neighbors Overfitting Regularization Ensemble learning Unsupervised learning Supervised learning Dimensionality reduction Convolutional Neural Networks Generative Adversarial Networks Grafana# Information Retrieval
# Data Visualization
# Convolutional Networks
# Reinforcement Learning
# Generative Adversarial Networks
Check out this (opens new window) introduction to GANs by Google
# Natural Language Processing
Human beings can distinguish between correct and incorrect sentences. This means there is an underlying structure inside. Let's see what happens when a machine learning model tries to continue sentences
Language model GPT-3 by OpenAI can autocomplete novels and spreadsheets, generate SQL queries, and even produce website layouts. Check out this (opens new window) link to understand how GPT-3 works in under 3 minutes
The DALL-E model can generate images from text. You can read more about it here (opens new window)