Organizations are increasingly making use of AI systems to power their operations and enable a wide range of applications from the trivial to the mission-critical. As a result it’s more important than ever to understand the many complex issues related to AI and Data fairness and bias. In this Ethical and Responsible AI Series hosts Kathleen Walch and Ron Schemlzer dig deeper into the role data plays in AI, and how building AI systems with fairness in mind is critical.
Continue reading AI Today Podcast: Ethical & Responsible AI Series: AI & Data Fairness & Bias at Cognilytica.
AI Today Podcast: AI Glossary Series – Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve
AI Today Podcast: AI Glossary Series – Model Validation, Validation Data, Test Data, and Cross-Validation
AI Today Podcast: AI Glossary Series – Model Tuning and Hyperparameter
AI Today Podcast: AI Glossary Series – OpenAI, GPT, DALL-E, Stable Diffusion
AI Today Podcast: Digitizing the Mind: Interview with Dmitry Shapiro, YouAi
AI Today Podcast – AI Glossary Series: Transformer Networks
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
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