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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.
Show Notes:
- FREE Intro to CPMAI mini course
- CPMAI Training and Certification
- AI Glossary
- Glossary Series: Training Data, Epoch, Batch, Learning Curve
- Glossary Series: (Artificial) Neural Networks, Node (Neuron), Layer
- Glossary Series: Bias, Weight, Activation Function, Convergence, ReLU
- Glossary Series: Perceptron
- Glossary Series: Hidden Layer, Deep Learning
- Glossary Series: Loss Function, Cost Function & Gradient Descent
- Glossary Series: Backpropagation, Learning Rate, Optimizer
- Glossary Series: Feed-Forward Neural Network
- Glossary Series: OpenAI, GPT, DALL-E, Stable Diffusion
- Glossary Series: Natural Language Processing (NLP), NLU, NLG, Speech-to-Text, TTS, Speech Recognition
- AI Glossary Series – Machine Learning, Algorithm, Model
- AI Today Podcast: AI Glossary Series – Batch Prediction, Microservice, Real-time Prediction, Stream Learning, Cold-Path Analytics, Hot-Path Analytics
This episode is sponsored by Algolia:
Algolia Powers Discovery. We provide the world’s only end-to-end AI search and discovery platform. We invented a breakthrough use of AI to create exponentially better search & discovery experiences, available via Algolia NeuralSearch, which uniquely combines both vector search & keyword search into a single API.
Algolia NeuralSearch is the only search and discovery product that applies AI to every query. Algolia powers 1.75 Trillion queries per year for 17,000+ global customers spanning 150 countries, and is touched by 5 million developers a month. According to a study conducted by Forrester Consulting, customers gain a 382% Return on Investment with less than a 6-month payback period.
When looking for something online or within an app, people expect to be understood – whether searching for a product to buy or seeking some particular information. Algolia helps businesses deliver on these demanding expectations, instantly for their customers.
Moreover, interpreting user intent is critical to driving customer loyalty and satisfaction. Algolia empowers merchandisers with realtime in-session personalization, whether at the first visit or if the consumer is an infrequent visitor. Algolia offers a seamless and delightful consumer experience across all devices.
Algolia’s API approach allows a business to deliver apps that not only operate in any channel, but can scale as more channels are added without having to create new solutions for each of those channels. Algolia is part of a cadre of innovative new companies that are driving the next generation of software development using AI and based upon APIs for seamless integration.
For more information visit www.algolia.com
