justinjiajia's repositories
openai-cookbook
Examples and guides for using the OpenAI API
technical-documents
Technical documents on a variety of topics, created for the purpose of learning
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.
intro-workshop
Associated files for the an introductory Weaviate online workshop
Understanding-Deep-Learning-Book
Understanding Deep Learning - Simon J.D. Prince
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
scaling-machine-learning-course
Scaling Machine Learning in Three Week course in a collaboration with O'Reilly following the guidance of Adi Polak's book - Scaling Machine Learning with Spark
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
ml-with-apache-spark
A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlow.
Apache-Spark-in-7-Days
Apache Spark in 7 Days [Video], by Packt Publishing
Dash-by-Plotly
Interactive data analytics
cs224u
Code for Stanford CS224u
Made-With-ML
Learn how to responsibly deliver value with ML.
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
spark-nlp-workshop
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
loss-landscape
Code for visualizing the loss landscape of neural nets