This podcast episode provides a snippet of Cognilytica’s AI and ML education from our Cognilytica Education Subscription. Data is at the heart of AI. It should be no surprise then that proper data management is crucial for AI projects. This podcast is an excerpt from our Cognilytica Education course discussing data pipelines. In this clip we discuss the training pipeline the inference pipeline.
Continue reading AI Today Podcast: AI Education Series: Data Pipelines at Cognilytica.
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
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
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