Python Tutorial
This is a Python tutorial to gain a full understanding of python & help you become a good programmer. Learn all the below topics and practice problems given in the tutorial. Trust me following this you will become a good programmer in a couple of months. Let’s begin your journey towards a good programmer.
- Python Introduction.
- Python Get Started(Python Download).
- Python Syntax, Python Comments.
- Python Variables.
- Python Data Types.
- Python Numbers, Python Strings, Python Booleans.
- Python Casting.
- Python Operators.
- Python Lists, Python Tuples, Python Arrays.
- Python Sets, Python Dictionaries.
- Python If…Else, Python For Loops, Python While Loops.
- Python Functions, Python Lambda.
- 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 NumPy
- NumPy Introduction.
- NumPy Getting Started.
- NumPy Creating Arrays, NumPy Array Indexing, NumPy Array Slicing.
- NumPy Data Types.
- NumPy Copy vs View.
- NumPy Array Shape, NumPy Array Reshape.
- NumPy Array Iterating.
- NumPy Array Join, NumPy Array Split.
- NumPy Array Search, NumPy Array Sort, NumPy Array Filter.
- NumPy Random.
- NumPy ufunc.
Python Matplotlib
- Matplotlib Intro.
- Matplotlib Get Started.
- Matplotlib Pyplot, Matplotlib Plotting.
- Matplotlib Markers.
- Matplotlib Line, Matplotlib Subplots.
- Matplotlib Scatter, Matplotlib Bars, Matplotlib Histograms, Matplotlib Pie Charts.
Python SciPy
- SciPy Intro.
- SciPy Getting Started.
- SciPy Constants, SciPy Optimizers, SciPy Sparse Data.
- SciPy Graphs, SciPy Spatial Data, SciPy Matlab Arrays.
- SciPy Interpolation.
- SciPy Significance Tests.
Machine Learning using Python
- Getting Started.
- Mean, Median, Mode, Standard Deviation.
- Percentile.
- Data Distribution, Normal Data Distribution.
- Scatter Plot, Linear Regression.
- Polynomial Regression, Multiple Regression.
- ScaleTrain/TestDecision Tree.
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 Tuple Methods
- Python Dictionary Methods, Python Set Methods
- Python File Methods, Python Keywords, Python Exceptions
- Python Glossary
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