| An Introduction to Python |
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A Brief History of Python |
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Python Versions |
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Installing Python |
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Environment Variables |
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Executing Python from the Command Line |
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IDLE |
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Editing Python Files |
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Python Documentation |
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Getting Help |
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Dynamic Types |
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Python Reserved Words |
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Naming Conventions |
| Basic Python Syntax |
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Basic Syntax |
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Comments |
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String Values |
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String Methods |
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The format Method |
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String Operators |
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Numeric Data Types |
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Conversion Functions |
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Simple Input and Output |
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The % Method |
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The print Function |
| Language Components |
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Indenting Requirements |
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The if Statement |
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Relational Operators |
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Logical Operators |
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Bit Wise Operators |
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The while Loop |
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break and continue |
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The for Loop |
| Collections |
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Lists |
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Tuples |
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Sets |
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Dictionaries |
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Sorting Dictionaries |
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Copying Collections |
| Functions |
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Defining Your Own Functions |
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Parameters |
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Function Documentation |
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Keyword and Optional Parameters |
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Passing Collections to a Function |
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Variable Number of Arguments |
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Scope |
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Functions – “First Class Citizens” |
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Passing Functions to a Function |
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Mapping Functions in a Dictionary |
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Lambda |
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Inner Functions |
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Closures |
| Modules |
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Modules |
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Standard Modules – sys |
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Standard Modules – math |
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Standard Modules – time |
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The dir Function |
| Exceptions |
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Errors |
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Run Time Errors |
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The Exception Model |
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Exception Hierarchy |
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Handling Multiple Exceptions |
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raise |
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assert |
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Writing Your Own Exception Classes |
| Input and Output |
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Data Streams |
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Creating Your Own Data Streams |
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Access Modes |
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Writing Data to a File |
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Reading Data From a File |
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Additional File Methods |
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Using Pipes as Data Streams |
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Handling IO Exceptions |
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Working with Directories |
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Metadata |
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The pickle Module |
| Classes in Python |
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Classes in Python |
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Principles of Object Orientation |
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Creating Classes |
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Instance Methods |
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File Organization |
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Special Methods |
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Class Variables |
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Inheritance |
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Polymorphism |
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Type Identification |
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Custom Exception Classes |
| Regular Expressions |
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Simple Character Matches |
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Special Characters |
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Character Classes |
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Quantifiers |
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The Dot Character |
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Greedy Matches |
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Grouping |
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Matching at Beginning or End |
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Match Objects |
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Substituting |
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Splitting a String |
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Compiling Regular Expressions |
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Flags |
| Advanced Python |
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Python Modules |
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Packages in Python |
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Python Date and Time |
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File Handling |
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Python OS Module |
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Python Exception Handling |
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More Advanced PYTHON |
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Python Class and Objects |
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Python Regular Expressions |
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Python XML Parser |
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Python-Data Base Communication |
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Multi-Threading |
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Web Scrapping |
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Unit Testing with PyUnit |
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Introduction to Python Web Frameworks |
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GUI Programming-Tkinter |
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Data Analytics |
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Introduction to Machine Learning with PYTHON |
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Data Science |
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Internet of Things |
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