AI Today Podcast: AI Glossary Series – DevOps, Machine Learning Operations (ML Ops) | AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion Podcast

AI Today Podcast: AI Glossary Series – Automated Machine Learning (AutoML): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Automated Machine Learning (AutoML), explain how this term relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series – Tokenization and Vectorization: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Tokenization and Vectorization, explain how these terms relates to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Data Science Notebooks, Jupyter, Colab: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Science Notebooks, Jupyter, Colab, explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

20 min listen

AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Bias, Weight, Activation Function, Convergence, and ReLU and explain how they relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series – Cloud ML, On-Premise, Edge Device, Machine Learning -as-a-Service (MLaaS): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Cloud ML, On-Premise, Edge Device, Machine Learning -as-a-Service (MLaaS), explain how these terms relates to AI and why it's important to know about them. ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

17 min listen

AI Today Podcast: AI Glossary Series – Data Warehouse, Data Lake, Extract Transform Load (ETL): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

16 min listen

AI Today Podcast: AI Glossary Series – Automation, Robot, Robotics, Collaborative Robot (Cobot): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Automation, Robot, Robotics, Collaborative Robot (Cobot), explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series – Data Drift, Model Drift, Model Retraining: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Drift, Model Drift, Model Retraining, explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Loss Function, Cost Function and Gradient Descent, explain how these terms relates to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series – Machine Learning Development Languages: Python, R, Julia, Scala: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Machine Learning Development Languages: Python, R, Julia, Scala, explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

15 min listen

AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Robotic Process Automation (RPA), Attended bots, Unattended bots, Low Code, No Code: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Robotic Process Automation (RPA), Attended bots, Unattended bots, Low Code, No Code, explain how these terms relate to AI and why it's important to know abo... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

14 min listen

AI Today Podcast: AI Glossary Series – Batch Prediction, Microservice, Real-time Prediction, Stream Learning, Cold-Path Analytics, Hot-Path Analytics: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Batch Prediction, Microservice, Real-time Prediction, Stream Learning, Cold-Path Analytics, and Hot-Path Analytics, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

20 min listen

AI Today Podcast: AI Glossary Series – Deep Blue: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define DeepBlue, including what it is and why it's notable for AI. Show Notes: FREE Intro to CPMAI mini courseCPMAI Training and CertificationAI GlossaryAI Glossary Se... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series – Machine Learning Tools: Keras, PyTorch, Scikit Learn, TensorFlow, Apache Spark, Kaggle: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Machine Learning Tools: Keras, PyTorch, Scikit Learn, TensorFlow, Apache Spark, Kaggle, explain how these terms relate to AI and why it's important to know ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

17 min listen

AI Today Podcast: AI Glossary Series-Conversational Systems, Chatbots, Voice Assistants, Machine Translation: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define AI Today the term Conversational Systems. We also define the terms Chatbots, Voice Assistants, and Machine Translation and explain how they relate to AI and why it's ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Dimension, Curse of Dimensionality, Dimensionality Reduction: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Dimension, Curse of Dimensionality, Dimensionality Reduction, and explain how they relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary – Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define terms related to Machine Learning Approaches including Supervised Learning, Unsupervised Learning, Reinforcement Learning and explain how they relate to AI and why i... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

10 min listen

AI Today Podcast: AI Glossary Series – Probabilistic & Deterministic: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Probabilistic & Deterministic and explain how they relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series- methodology, waterfall, Agile, CRISP-DM, Cognitive Project Management for AI (CPMAI): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Methodology, Waterfall, Agile, CRISP-DM, Cognitive Project Management for AI (CPMAI). In this episde we explain how these terms relate to AI and why it's... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

21 min listen

AI Today Podcast: AI Glossary Series – Convolutional Neural Network (CNN): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Convolutional Neural Network (CNN), explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

14 min listen

AI Today Podcast: AI Glossary Series – Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

17 min listen

AI Today Podcast: AI Glossary Series: Content Summarization and Analysis, Sentiment Analysis: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define Content Summarization and Analysis and Sentiment Analysis. We explain at a high level what these terms are and how they relate to AI. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

10 min listen

AI Today Podcast: AI Glossary Series – Operationalization: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Operationalization, explain how this term relates to AI and why it's important to know about them. Show Notes: FREE Intro to CPMAI mini course by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI Glossary Series – Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM), explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Heuristic & Brute-force Search: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schemlzer define and discuss at a high level the terms Heuristic & Brute-force Search, why it's important to understand these terms, and how they fit into the overall picture of AI. ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schemlzer define and discuss at a high level the terms Prediction, Inference, and Generalization, why it's important to understand these terms, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Machine Learning, Algorithm, Model: Even though the term Artificial Intelligence does not have an agreed upon definition, the term machine learning does have a definition. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Machine Learning, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI Glossary Series – Model Tuning and Hyperparameter: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Model Tuning and Hyperparameter, explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

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AI Today Podcast: AI Glossary Series – DevOps, Machine Learning Operations (ML Ops)

AI Today Podcast: AI Glossary Series – DevOps, Machine Learning Operations (ML Ops)

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