Page Index - adparker/GADSLA_1403 GitHub Wiki
33 page(s) in this GitHub Wiki:
- Home
- Books
- Final Project Requirements
- Lesson 00 General Resources
- Lesson 01 Command line tutorial
- Lesson 01 Introduction to Data Science & Basic Data Manipulation
- Lesson 02 ETL Tutorial 01 Amazon Movie Reviews
- Lesson 02 Python & Data Parsing
- Lesson 02 Python Tutorial 01
- Lesson 03 MySQL 5 Tutorial 01
- Lesson 03 MySQL Exercises Using W3 School
- Lesson 03 SQL & Python
- Lesson 04 Getting Started with MongoDB
- Lesson 04 NoSQL & Python
- Lesson 05 Introduction to Machine Learning
- Lesson 06 Linear Regression and Regularization
- Lesson 07 Logistic Regression
- Lesson 08 Naive Bayes
- Lesson 09 Decision Trees
- Lesson 10 Classification Review
- Lesson 10 Tweepy Demo
- Lesson 11 Ensemble Learning
- Lesson 12 K Means Clustering
- Lesson 13 PCA and Unsupervised
- Lesson 14 Recommendation Systems
- Lesson 15 Further Topics in Unsupervised Learning
- Lesson 16 Model Selection and Evaluation
- Lesson 17 Dataset Transformations
- Lesson 18 Data Visualization
- Lesson 19 Map Reduce and Hadoop
- Lesson 20 Distributed Processing with Spark
- Lesson 20 Distributed Processing with Spark Tutorial
- Project Ideas and Data