Free Hardwares for Deep Learning
cat /etc/os-release
df -h
cat /proc/cpuinfo
cat /proc/meminfo
Build Simple Model for ML
[Refer to Kaggle: Your First Machine Learning Model](https://www.kaggle.com/dansbecker/your-first-machine-learning-model)
Most libraries (including scikit-learn) will give you an error if you try to build a model using data with missing values.
Refer to Kaggle: Handling Missing Values
One-hot Encoding
Refer to Quora: What is one-hot encoding and when is it used in data science?Refer to youtube: A demo of One Hot Encoding (TensorFlow Tip of the Week)
“Encoding” is to take a number to represent a categorical value.