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 – Robotic Process Automation (RPA), Attended bots, Unattended bots, Low Code, No Code
AI Today Podcast: AI Glossary Series – Automation, Robot, Robotics, Collaborative Robot (Cobot)
AI Today Podcast: How AI is Transforming Insurance, Interview with Connor Atchison, Wisedocs
AI Today Podcast: AI Glossary Series – Data Science Notebooks, Jupyter, Colab
AI Today Podcast: AI Glossary Series – Automated Machine Learning (AutoML)
AI Today Podcast: AI Glossary Series – Machine Learning Tools: Keras, PyTorch, Scikit Learn, TensorFlow, Apache Spark, Kaggle
AI Today Podcast: AI Glossary Series – Machine Learning Development Languages: Python, R, Julia, Scala
AI Today Podcast: AI Glossary Series – DevOps, Machine Learning Operations (ML Ops)
AI Today Podcast: AI Glossary Series – Data Drift, Model Drift, Model Retraining
AI Today Podcast: AI Glossary Series – Cloud ML, On-Premise, Edge Device, Machine Learning -as-a-Service (MLaaS)
AI Today Podcast: AI Glossary Series – Batch Prediction, Microservice, Real-time Prediction, Stream Learning, Cold-Path Analytics, Hot-Path Analytics
AI Today Podcast: AI Glossary Series – Operationalization
AI Today Podcast: AI Glossary – Digital Transformation, Return on Investment (ROI), Key Performance Indicator (KPI)
AI Today Podcast: Revolutionizing AI-Driven E-commerce Strategy, Interview with Sean Mullaney, Algolia
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
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