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