This is a list of blog posts that are referenced, but not yet complete.
List of Future Posts
General Machine Learning
- scoring metrics, model performance metrics, and graphs
- imbalanced data
- feature engineering
- models in-depth
Natural Language Processing
- functional programming
- numpy
- nltk / spaCy
- gensim
- word2vec
- fasttext
- nlp overview
General Data Concepts
- datawarehousing
- infrastructure architectures
- serverless deployments
Business and Sales
- pricing pyramid
- matching problems and solutions
- marketing -> business development -> sales cycle and org structure