Machine learning is a subset of artificial intelligence that enables machines to learn from data and improve their performance on a task without being explicitly programmed.
There are three main types: supervised learning, unsupervised learning, and reinforcement learning.
Applications include image recognition, natural language processing, recommender systems, predictive analytics, and autonomous vehicles.
Satellite communication uses artificial satellites to transmit data between two or more points on Earth.
There are three main types: geostationary orbit (GEO), medium Earth orbit (MEO), and low Earth orbit (LEO).
A transponder is a device that receives a signal, amplifies it, and retransmits it at a different frequency.
Regularization techniques (e.g., L1, L2) add a penalty term to the loss function to prevent overfitting.
Network consulting involves analyzing and designing computer networks to meet an organization's needs.
Services include network assessment, design, implementation, security, and optimization.
Network architecture refers to the design and structure of a computer network, including hardware, software, and protocols.
Network security consulting involves assessing and improving the security of a computer network to protect against threats and vulnerabilities.
Downlinking refers to the process of receiving a signal from a satellite at a ground station.
