Kaggle_Course

These are the learning course provided by Kaggle

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Intro to Programming

1. Arithmetic and Variables
2. Functions
3. Data Types
4. Conditions and Conditional Statements
5. Intro to Lists
6. Titanic Tutorial (Bonus)

Python

1. Hello, Python
2. Functions and Getting Help
3. Booleans and Conditionals
4. Lists
5. Loops and List Comprehensions
6. Strings and Dictionaries
7. Working with External Libraries

Intro to Machine Learning

1. How Models Work
2. Basic Data Exploration
3. Your First Machine Learning Model
4. Model Validation
5. Underfitting and Overfitting
6. Random Forests
7. Machine Learning Competitions

Pandas

1. Creating, Reading and Writing
2. Indexing, Selection & Assigning
3. Summary Functions and Maps
4. Grouping and Sorting
5. Data Types and Missing Values
6. Renaming and Combining

Intermediate Machine Learning

1. Introduction
2. Missing Values