Reading Notes

Reading notes

Popularity versus similarity in growing networks

Summary: Introduce geometry into the manifold of complex networks
Status:

Data Mining: Concepts and Techniques

Summary: How data mining was done in the past
Types: { book }
Status: 70%

Schaum's Outline of Theories and Problems of Elements of Statistics I and II

Summary: The basics and all of modern statistics
References: - Schaum's Outline of Theories and Problems of Elements of Statistics I and II, by Ruth Bernstein and Stephen Bernstein
Types: { book }
Status: 80%

Information Theory and Statistical Mechanics

Summary: Max entropy principle as a method to infer distributions of statistical systems
Types: { paper }
Status:

Human Graphical Perception of Quantitative Information in Data Visualization

Summary: Data visualization caveats
Types: { paper }
Status:

The Art of Data Science

Summary: A nice and elegant book on data science
Types: { book }
Status: 10%

Improving Document Ranking with Dual Word Embeddings

Summary: Word2vec produces two embedding spaces, the in-embedding and out-embedding.
Types: { paper }
Status: