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Machine learning is a branch of artificial intelligence where computers learn from data to make predictions or decisions without being explicitly programmed. It involves algorithms that improve over time as they’re exposed to more data, enabling applications like image recognition, natural language processing, and predictive analytics.
How Eco-Warrior Bots Use ML Eco-Warrior Bots are AI tools designed to combat illegal wildlife trafficking on social media by leveraging machine learning. They analyze large amounts of data to spot suspicious activities, helping conservationists and law enforcement act faster. Content Identification These bots use deep learning, specifically convolutional neural networks (CNNs), to identify images … Read more
How the Smart Nose Works The “Smart Nose” is a system that uses machine learning to detect food spoilage for small farmers by monitoring key indicators like gas emissions, temperature, and humidity with low-cost sensors. These sensors collect data, which an ML model analyzes to identify patterns of spoilage, such as rising ethylene levels in … Read more
Understanding ML as a Time Traveler Machine learning can act like a “time traveler” by using historical data to explore how different events might have changed history. It analyzes patterns from the past, such as economic conditions or military outcomes, to predict what could have happened if key events were altered. For example, it might … Read more