Difference between revisions of "Sandbox"
From Sustainability Methods
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* [[Conditions and Branching in Python|Conditions]] | * [[Conditions and Branching in Python|Conditions]] | ||
* [[Loops in Python|Loops]] | * [[Loops in Python|Loops]] | ||
| − | * [[Lists, Tuples, Sets, and Dictionaries|Lists, Tuples, Sets, and Dictionaries | + | * [[Lists, Tuples, Sets, and Dictionaries in Python|Lists, Tuples, Sets, and Dictionaries]] |
* [[Exceptions in Python|Exceptions]] | * [[Exceptions in Python|Exceptions]] | ||
* [[Functions in Python|Functions]] | * [[Functions in Python|Functions]] | ||
* [[Objects and Classes in Python|Classes]] | * [[Objects and Classes in Python|Classes]] | ||
| − | * [[Objects Python|Objects]] | + | * [[Objects in Python|Objects]] |
* [[Types, Expressions, and Variables in Python|Types, Expressions, and Variables]] | * [[Types, Expressions, and Variables in Python|Types, Expressions, and Variables]] | ||
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== Data Visualization == | == Data Visualization == | ||
| + | Data visualization is very important because... | ||
* [[Scatterplots in Python|Scatterplots]] | * [[Scatterplots in Python|Scatterplots]] | ||
* [[Time Series Data in Python|Time Series Data]] | * [[Time Series Data in Python|Time Series Data]] | ||
Latest revision as of 14:12, 15 April 2024
Python is a high-level, interpreted programming language known for its simplicity and readability. It's widely used in various fields, from web development to data science and artificial intelligence.
Contents
Setting up your environment
- Install and setup Anaconda
- Setting up Jupyter Lab
Starting with Python basics
- Conditions
- Loops
- Lists, Tuples, Sets, and Dictionaries
- Exceptions
- Functions
- Classes
- Objects
- Types, Expressions, and Variables
Doing some math with Python
Handling data in Python
Statistics with Python
- Binomial Distribution
- Bootstrapping
- Correlations
- Decision Trees
- Factor Analysis
- Linear Regression
- Multiple Regression
- Outlier Detection
- Poisson Distribution
- Regression, Correlation, and Ordinary Least Squares Estimator
Data Visualization
Data visualization is very important because...
Machine Learning
Data Engineering
Use of API Cloud computing
