"definition":"short for technical, relating to the knowledge, machines, or methods used in science and industry. Tech is a whole industry, which includes IT",
"examples":[
"“As a DevOps engineer I have been working in Tech since 2020.”"
],
"synonyms":["IT"]
},
{
"id":1,
"word":"career path",
"definition":"the series of jobs or roles that constitute a person's career, especially one in a particular field",
"examples":[
"“Technology is an evolving field with a variety of available career paths.”"
],
"synonyms":[]
}
]
},
{
"id":1,
"words":[
{
"id":0,
"word":"Machine Learning",
"translation":"Машинное обучение",
"definition":"An approach to artificial intelligence where computers learn from data without being explicitly programmed.",
"We used machine learning techniques to forecast product demand.",
"The movie recommendation system is based on machine learning algorithms.",
"Machine learning helped improve the accuracy of speech recognition in our application."
]
},
{
"id":1,
"word":"Neural Network",
"translation":"Нейронная сеть",
"definition":"A mathematical model inspired by the structure and function of biological neural networks, consisting of interconnected nodes organized in layers that can process information.",
"We applied linear regression to analyze the impact of advertising campaigns on sales.",
"Results from the regression analysis showed a strong correlation between customer age and purchase frequency.",
"Regression helped us assess how changes in environmental conditions affect crop yield."
]
},
{
"id":5,
"word":"Clustering",
"translation":"Кластеризация",
"definition":"The process of grouping similar objects into clusters so that objects within the same cluster are more similar to each other than to those in other clusters.",
"synonyms":["Grouping","Segmentation"],
"examples":[
"Clustering allowed us to divide customers into several groups according to their purchasing behavior.",
"Clustering methods are used to automatically group news by topic.",
"As a result of clustering, several market segments were identified, each with its own characteristics."
]
},
{
"id":6,
"word":"Supervised Learning",
"translation":"Обучение с учителем",
"definition":"A type of machine learning where the algorithm learns from labeled data, meaning data for which correct answers are known.",
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