What is a responsible AI?
AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You need to know how to build, use, and interact with these systems ethically and responsibly. Additionally you need to understand that Trustworthy AI is a spectrum that addresses various aspects relating to societal, systemic, and technical areas.
Continue reading Trustworthy AI Series: Responsible AI Concepts [AI Today Podcast] at Cognilytica.
AI Today Podcast: AI Glossary Series – Boltzmann Machine
AI Today Podcast: AI Glossary Series – Encoder-Decoder, AutoEncoder, and Generative Adversarial Network (GAN)
AI Today Podcast: AI Glossary Series – Convolutional Neural Network (CNN)
AI Today Podcast: AI Glossary Series – Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM)
AI Today Podcast: AI Glossary Series – Feed-Forward Neural Network
AI Today Podcast: AI Glossary Series – “Ground Truth” Data and Synthetic Data
AI Today Podcast: AI Glossary Series – Pre-Trained Model and Transfer Learning
AI Today Podcast: Why Data Storage Matters When it Comes to AI: Interview with Justin Emerson, Pure Storage
AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning
AI Today Podcast: AI Glossary Series – Tokenization and Vectorization
AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve
AI Today Podcast: AI Glossary Series – Backpropagation, Learning Rate, and Optimizer
AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent
AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning
AI Today Podcast: AI Glossary Series – Perceptron
AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU
AI Today Podcast: AI Glossary Series – (Artificial) Neural Networks, Node (Neuron), Layer
AI Today Podcast: AI Glossary Series – Feature Reduction, Principal Component Analysis (PCA), and t-SNE
AI Today Podcast: AI Glossary Series – Feature and Feature Engineering
AI Today Podcast: AI Glossary Series – Regression and Linear Regression
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