wehub-resource-sync
1.5 KiB
1.5 KiB
Image Gallery
This previous image gallery have been removed to avoid duplication and to keep the file size of this GitHub repository slim, since the high-res version of these images are now embedded in the Jupyter notebooks themselves in the code directory.
Below are the links to the respective images by chapter:
- ch01 - Machine Learning - Giving Computers the Ability to Learn from Data
- ch02 - Training Machine Learning Algorithms for Classification
- ch03 - A Tour of Machine Learning Classifiers Using Scikit-Learn
- ch04 - Building Good Training Sets - Data Pre-Processing
- ch05 - Compressing Data via Dimensionality Reduction
- ch06 - Learning Best Practices for Model Evaluation and Hyperparameter Optimization
- ch07 - Combining Different Models for Ensemble Learning
- ch08 - Applying Machine Learning to Sentiment Analysis
- ch09 - Embedding a Machine Learning Model into a Web Application
- ch10 - Predicting Continuous Target Variables with Regression Analysis
- ch11 - Working with Unlabeled Data – Clustering Analysis
- ch12 - Training Artificial Neural Networks for Image Recognition
- ch13 - Parallelizing Neural Network Training via Theano