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dungruoc's Projects

ai-for-good-specialization icon ai-for-good-specialization

Learn AI's role in addressing complex challenges. Build skills combining human and machine intelligence for positive real-world impact using AI

caffe icon caffe

Caffe: a fast open framework for deep learning.

course-api-data icon course-api-data

https://javabrains.io/courses/spring_bootquickstart/ Spring Data JPA

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

dlib icon dlib

A toolkit for making real world machine learning and data analysis applications in C++

evaluating-and-debugging-generative-ai icon evaluating-and-debugging-generative-ai

Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and tracking these aspects of a program can quickly become an overwhelming task.

gdl_code icon gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

generative-ai-with-llms icon generative-ai-with-llms

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

how-diffusion-models-work icon how-diffusion-models-work

In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.

jdbcdemo icon jdbcdemo

https://javabrains.io/courses/spring_data/

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

langchain-for-llm-application-development icon langchain-for-llm-application-development

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

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