What I Learned
Github
- How to add category, tags to my blog
- How to add table of contents to my blog
DSA in Python
- Some standard data types of Python:
- Numbers (int, float, long, complex)…
- String –>
- Some built-in functions regarding String: .strip() ~ .trim(), .count(“”)
- List “[ ]”
- Tuple “( )” –> immutable list, but slightly more efficient
- Dictionary “[key : value, …]”
- Set
ML
- What is parameter?
- M = number of training examples
- X = inputs = features = attributes
- Y = outputs = target variable
- N = number of features in our training sample
- What is Gradient Descent?
- Batch Gradient Descent vs Stochastic Gradient Descent?
- What is normal equation and how do you derive normal equation?