GenAI and Predictive AI Architecture By Edcorner Learning
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GenAI and Predictive AI Architecture · Program
About this program
GenAI and Predictive AI Architecture
Online Course
Learning format
Generative AI
Subcategory
English
Course language
$19.99 (list $9.99)
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in GenAI and Predictive AI Architecture
- Foundations of Generative AI & Predictive AI
- Understand the key components and layers within Generative AI and Predictive AI architectures.
- Learn the differences between traditional AI, Generative AI, and Predictive AI and how to select the right approach.
- Analyze enterprise AI architecture and its application
- Explore various types of Generative AI models, including GANs, VAEs, Transformers, and Diffusion models.
- Discover the best practices for using Generative AI in business applications.
- Compare Conversational AI vs. Generative AI to understand chatbot and AI assistant implementations.
- Explore over 40+ real-world use cases of Generative AI across industries.
- Evaluate the top Generative AI tools and platforms, including OpenAI’s GPT models, Google’s Bard, Stability AI, and more.
- Learn about popular Generative AI models and their key differentiators.
- Understand the differences between Large Language Models (LLMs) and Generative AI and when to use each.
- Learn the layers of Predictive AI architecture and how data is processed for forecasting and decision-making.
- Explore various Predictive AI models, such as regression models, decision trees, neural networks, and time series forecasting.
- Understand how Predictive AI works, including data ingestion, model training, and prediction generation.
- Gain knowledge on how to implement Predictive AI in an organization
- Compare Generative AI vs. Predictive AI applications to determine their respective strengths in different scenarios.
- Explore the Generative AI Monitoring Architecture
- Learn how Predictive AI Monitoring Architecture works to enhance model accuracy, reduce drift, and optimize decision-making.
What's Included in GenAI and Predictive AI Architecture
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