16 Views· 30/06/24· Experiments
Neural Networks Demystified: The Key to Understanding AI & Machine Learning!
Discover the fascinating world of neural networks in this easy-to-understand video! We'll break down the basics of these powerful machine learning algorithms, how they're designed to recognise patterns and relationships in data, and their applications in artificial intelligence. If you're new to AI or just curious about how neural networks work, this video is for you!
Topics covered:
What is a neural network?
Layers and neurons in neural networks
How neural networks learn and adjust
Applications of neural networks in real-world scenarios
The connection between neural networks and the human brain
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#NeuralNetworks #ArtificialIntelligence #MachineLearning #DeepLearning #AIExplained #Technology #ComputerScience #AIForBeginnersThis is a simple introduction into AI and Neural Networks. This sixty second introduction covers what Neural Networks are for the complete beginner . It picks up where the previous video "Why use Neural Networks" leaves Off.
Neural networks are a powerful yet simple AI technique that is modelled on the structure and function of the human brain. Neural networks are at the heart of modern AI applications - Apple's Siri, Amazon Alexa and OpenAI's GPT series.
This video series focusses on the Why, What, How, Who and Where of Neural networks and is an ideal primer for any beginner wanting to get started in this topic.
Do you know what a neural network is? Simply put, it's a type of machine learning algorithm that's designed to recognise patterns and relationships in data. Neural networks are composed of multiple layers of interconnected nodes or "neurons", each of which performs a simple, specific function. By adjusting the weights of the connections between the neurons, the network can learn to classify, predict, or generate new data. Neural networks are particularly good at handling complex and unstructured data, such as images, speech, time series, and natural language. They are inspired by the structure and function of the human brain, hence the full name "artificial neural networks". So, if you're interested in AI and machine learning, neural networks are a key concept to understand. "Neural networks are a powerful tool for building intelligent systems that can learn from data. They're behind many of the AI applications you use every day, from virtual assistants to recommendation engines.
Link to introductory series on Neural networks:
Lucidate website: https://www.lucidate.co.uk/blog/categories/ai-education
YouTube: https://www.youtube.com/playli....st?list=PLaJCKi8Nk1h
Link to intro video on 'Backpropagation':
Lucidate website: https://www.lucidate.co.uk/post/introduction-to-neural-networks-part-5-backpropagation
YouTube: https://youtu.be/8UZgTNxuKzY
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