230 lines
3.4 KiB
Markdown
230 lines
3.4 KiB
Markdown
# python tutorial list
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- Python Tutorial
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- Python HOME
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- Python Intro
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- Python Get Started
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- Python Syntax
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- Python Comments
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## Python Variables
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- Python Variables
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- Variable Names
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- Assign Multiple Values
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- Output Variables
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- Global Variables
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- Variable Exercises
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- Python Data Types
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- Python Numbers
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- Python Casting
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## Python Strings
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- Slicing Strings
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- Modify Strings
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- Concatenate Strings
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- Format Strings
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- Escape Characters
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- String Methods
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- String Exercises
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## Python Booleans
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- Python Operators
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- Python Lists
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## Python Lists
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- Access List Items
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- Change List Items
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- Add List Items
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- Remove List Items
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- Loop Lists
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- List Comprehension
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- Sort Lists
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- Copy Lists
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- Join Lists
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- List Methods
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- List Exercises
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## Python Tuples
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- Access Tuples
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- Update Tuples
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- Unpack Tuples
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- Loop Tuples
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- Join Tuples
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- Tuple Methods
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- Tuple Exercises
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## Python Sets
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- Access Set Items
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- Add Set Items
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- Remove Set Items
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- Loop Sets
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- Join Sets
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- Set Methods
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- Set Exercises
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## Python Dictionaries
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- Access Items
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- Change Items
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- Add Items
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- Remove Items
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- Loop Dictionaries
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- Copy Dictionaries
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- Nested Dictionaries
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- Dictionary Methods
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- Dictionary Exercise
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## Python If...Else
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- Python While Loops
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- Python For Loops
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## Python Functions
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- Python Lambda
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- Python Arrays
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- Python Classes/Objects
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- Python Inheritance
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- Python Iterators
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- Python Polymorphism
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- Python Scope
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- Python Modules
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- Python Dates
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- Python Math
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- Python JSON
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- Python RegEx
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- Python PIP
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- Python Try...Except
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- Python User Input
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- Python String Formatting
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## File Handling
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- Python File Handling
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- Python Read Files
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- Python Write/Create Files
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- Python Delete Files
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## Python Modules
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- NumPy Tutorial
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- Pandas Tutorial
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- SciPy Tutorial
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- Django Tutorial
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## Python Matplotlib
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- Matplotlib Intro
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- Matplotlib Get Started
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- Matplotlib Pyplot
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- Matplotlib Plotting
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- Matplotlib Markers
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- Matplotlib Line
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- Matplotlib Labels
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- Matplotlib Grid
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- Matplotlib Subplot
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- Matplotlib Scatter
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- Matplotlib Bars
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- Matplotlib Histograms
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- Matplotlib Pie Charts
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## Machine Learning
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- Getting Started
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- Mean Median Mode
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- Standard Deviation
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- Percentile
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- Data Distribution
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- Normal Data Distribution
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- Scatter Plot
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- Linear Regression
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- Polynomial Regression
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- Multiple Regression
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- Scale
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- Train/Test
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- Decision Tree
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## Confusion Matrix
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- Hierarchical Clustering
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- Logistic Regression
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- Grid Search
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- Categorical Data
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- K-means
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- Bootstrap Aggregation
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- Cross Validation
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- AUC - ROC Curve
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- K-nearest neighbors
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## Python MySQL
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- MySQL Get Started
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- MySQL Create Database
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- MySQL Create Table
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- MySQL Insert
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- MySQL Select
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- MySQL Where
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- MySQL Order By
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- MySQL Delete
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- MySQL Drop Table
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- MySQL Update
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- MySQL Limit
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- MySQL Join
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## Python MongoDB
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- MongoDB Get Started
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- MongoDB Create DB
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- MongoDB Collection
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- MongoDB Insert
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- MongoDB Find
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- MongoDB Query
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- MongoDB Sort
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- MongoDB Delete
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- MongoDB Drop Collection
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- MongoDB Update
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- MongoDB Limit
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## Python Reference
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- Python Overview
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- Python Built-in Functions
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- Python String Methods
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- Python List Methods
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- Python Dictionary Methods
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- Python Tuple Methods
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- Python Set Methods
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- Python File Methods
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- Python Keywords
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- Python Exceptions
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- Python Glossary
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- Module Reference
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- Random Module
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- Requests Module
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- Statistics Module
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- Math Module
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- cMath Module
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- Python How To
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- Remove List Duplicates
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- Reverse a String
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- Add Two Numbers
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## Python Examples
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- Python Examples
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- Python Compiler
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- Python Exercises
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- Python Quiz
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- Python Server
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- Python Bootcamp
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- Python Certificate
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