![Spec Certificate Statistics with Python](https://kzhu.ai/wp-content/uploads/2024/03/Spec-013-Coursera-D8R4HQSC843R.jpg)
My 13th specialization certificate from Coursera
Statistics with Python University of Michigan Python itself is more general purpose, while there are many other programming...
![Certificate Generative Pre-trained Transformers (GPT)](https://kzhu.ai/wp-content/uploads/2024/03/Coursera-4T566XBJFJKJ.jpg)
Artificial intelligenceCourseraMachine LearningPythonThe University of EdinburghUniversity of Glasgow
My 146th certificate from Coursera
Generative Pre-trained Transformers (GPT) University of Glasgow Scotland has been on my must-visit wish list for a long...
![](https://kzhu.ai/wp-content/uploads/2024/02/rolf-van-root-oLthDWAG244-unsplash.jpg)
GPT: Generative Pretrained Transformers
GPT stands for generative pretrained transformers. It is a type of language model which has been trained on...
![Certificate DevOps DataOps MLOps](https://kzhu.ai/wp-content/uploads/2023/06/Coursera-NAUZK3FEHMWG.jpg)
My 136th certificate from Coursera
DevOps, DataOps, MLOps Duke University If you are kinda fed up with training models and would like to...
![](https://kzhu.ai/wp-content/uploads/2023/06/sigmund-4CNNH2KEjhc-unsplash.jpg)
Introduction to MLOps
You probably have known the DevOps methodology which is very commonly used in the software industry, which basically...
![Certificate Python Essentials for MLOps](https://kzhu.ai/wp-content/uploads/2023/06/Coursera-MRJYUW79KDWP.jpg)
My 135th certificate from Coursera
Python Essentials for MLOps Duke University You will learn a lot from this course: Python language itself, PyTest...
![Certificate Fitting Statistical Models to Data with Python](https://kzhu.ai/wp-content/uploads/2023/05/Coursera-AMD5A3QDJW4K.jpg)
My 133rd certificate from Coursera
Fitting Statistical Models to Data with Python University of Michigan AI is combination of many different fields. Statistics...
![](https://kzhu.ai/wp-content/uploads/2023/05/mel-poole-ToI01Apo4Pk-unsplash.jpg)
Multilevel Models vs Marginal Models
Logistic Regression Logistic regression is an extension to linear regression. When there are only only 2 options for...
![](https://kzhu.ai/wp-content/uploads/2023/04/katie-mcnabb-8AJuvX4hzws-unsplash.jpg)
Fitting Parametric Models to Data
The purpose of fitting models to data is to help answer research questions. We specify models based on...
![](https://kzhu.ai/wp-content/uploads/2023/01/rosie-steggles-h1OhvEIIcxs-unsplash.jpg)
Hypothesis Testing
Typically we have some question, and that question could be “could the value of the parameter be X?”...
![](https://kzhu.ai/wp-content/uploads/2023/01/sydney-rae-geM5lzDj4Iw-unsplash.jpg)
Confidence Intervals
We use data to do statistical inference means we either estimate some parameters with confidence, or test some...
![Certificate TensorFlow 2 for Deep Learning](https://kzhu.ai/wp-content/uploads/2022/11/Coursera-M6F56LG6ZB49.jpg)
My #8 specialization certificate from Coursera
TensorFlow 2 for Deep Learning Specialization Imperial College London Hooray! Now I completed the whole specialization! TensorFlow skill...
![Certificate Probabilistic Deep Learning with TensorFlow 2](https://kzhu.ai/wp-content/uploads/2022/11/Coursera-P629FF79BTE8.jpg)
My #118 certificate from Coursera
Probabilistic Deep Learning with TensorFlow 2Imperial College London The focus of this course is the TensorFlow Probability library....
![](https://kzhu.ai/wp-content/uploads/2022/11/sigmund-t-da_md1qMc-unsplash.jpg)
Variational Autoencoders
The Variational Autoencoder (VAE) is an algorithm for inference and learning in a latent variable generative model. In...
![Certificate Data for Machine Learning](https://kzhu.ai/wp-content/uploads/2022/10/Coursera-HN73GMVWRTXZ.jpg)
My #114 certificate from Coursera
Data for Machine LearningAlberta Machine Intelligence Institute Do you agree that the skills of manipulating data is more...