Studys about Python on Jupyter Notebook with W3 School tutorials.
Python Tutorial
- Python Syntax ✔️
- Python Comments ✔️
- Python Variables ✔️
- Python Data Types ✔️
- Python Numbers ✔️
- Python Casting ✔️
- Python Strings ✔️
- Python Booleans ✔️
- Python Operators ✔️
- Python Lists ✔️
- Python Tuples ✔️
- Python Sets ✔️
- Python Dictionaries ✔️
- Python If...Else ✔️
- Python While Loops ✔️
- Python For Loops ✔️
- Python Functions ✔️
- Python Lambda ✔️
- Python Arrays ✔️
- Python Classes/Objects ✔️
- Python Inheritance ✔️
- Python Iterators ✔️
- Python Scope ✔️
- Python Modules ✔️
- Python Dates ✔️
- Python Math ✔️
- Python JSON ✔️
- Python RegEx ✔️
- Python PIP ✔️
- Python Try...Except ✔️
- Python User Input ✔️
- Python String Formatting ✔️
File Handling
- Python File Handling ✔️
- Python Read Files ✔️
- Python Write/Create Files ✔️
- Python Delete Files ✔️
Python Modules
- Numpy Tutorial ⌚
- Pandas Tutorial ⌚
- SciPy Tutorial ⌚
- Django Tutorial ⌚
Python Matplotlib
- Matplotlib Intro ✔️
- Matplotlib Get Started ✔️
- Matplotlib Pyplot ✔️
- Matplotlib Plotting ✔️
- Matplotlib Markers ✔️
- Matplotlib Line ✔️
- Matplotlib Labels ✔️
- Matplotlib Grid ✔️
- Matplotlib Subplot ✔️
- Matplotlib Scatter ✔️
- Matplotlib Bars ✔️
- Matplotlib Histograms ✔️
- Matplotlib Pie Charts ✔️
Machine Learning
- Getting Started ✔️
- Mean Median Mode ✔️
- Standard Deviation ✔️
- Percentile ✔️
- Data Distribution ✔️
- Normal Data Distribution ✔️
- Scatter Plot ✔️
- Linear Regression ✔️
- Polynomial Regression ✔️
- Multiple Regression ✔️
- Scale ✔️
- Train/Test ✔️
- Decision Tree ✔️
- Confusion Matrix ✔️
- Hierarchical Clustering ✔️
- Logistic Regression ✔️
- Grid Search ✔️
- Categorical Data ✔️
- K-means ✔️
- Bootstrap Aggregation ✔️
- Cross Validation ✔️
- AUC - ROC Curve ✔️
- K-nearest neighbors ✔️
Python MySQL
- MySQL Get Started ✔️
- MySQL Create Database ✔️
- MySQL Create Table ✔️
- MySQL Insert ✔️
- MySQL Select ✔️
- MySQL Where ✔️
- MySQL Order By ✔️
- MySQL Delete ✔️
- MySQL Drop Table ✔️
- MySQL Update ✔️
- MySQL Limit ✔️
- MySQL Join ✔️
Python MongoDB
- MongoDB Get Started ✔️
- MongoDB Create Database ✔️
- MongoDB Create Collection ✔️
- MongoDB Insert ✔️
- MongoDB Find ✔️
- MongoDB Query ✔️
- MongoDB Sort ✔️
- MongoDB Delete ✔️
- MongoDB Drop Collection ✔️
- MongoDB Update ✔️
- MongoDB Limit ✔️
Python Reference
- Python Overview ✔️
- Python Built-in Functions ✔️
- Python String Methods ✔️
- Python List Methods ✔️
- Python Dictionary Methods ✔️
- Python Tuple Methods ✔️
- Python Set Methods ✔️
- Python File Methods ✔️
- Python Keywords ✔️
- Python Exceptions ✔️
- Python Glossary ✔️
Module Reference
- Random Module ✔️
- Requests Module ✔️
- Statistics Module ✔️
- Math Module ✔️
- cMath Module ✔️
Python How To
- Remove List Duplicates ✔️
- Reverse a String ✔️
- Add Two Numbers ✔️
Python Examples
- Python Examples ✔️
- Python Compiler ✔️
- Python Exercises ✔️
- Python Quiz ✔️
- Python Certificate ⌚
Credits/Content - https://www.w3schools.com/python/default.asp
Jupyter Notebook for Study and run codes - Lucas Barcat