How many categories of AI are there?
Artificial Intelligence and machine learning is maturing considerably. You can now find AI projects in every industry. At Cognilytica, we spend a considerable amount of time on use cases and how different industries are using AI. As we analyze hundreds of different use cases, interact with many customers, deliver our AI and ML training courses, and write dozens of articles we find that there are seven common patterns that seem to continuously show up in all these use cases.
Continue reading Revisiting the Seven Patterns of AI in 2024 [AI Today Podcast] 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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