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Functions 2
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Material (DS14_System_Defined_Functions.ipynb)Lecture1.1
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What we learned in core level of pythonLecture1.2
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Material (DS15_UDF.ipynb)Lecture1.3
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Define FunctionLecture1.4
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Function with one argument and no return typeLecture1.5
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Create a function with one argument and with return typeLecture1.6
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DocstringLecture1.7
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Create function to return multiple valuesLecture1.8
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Scope of Variables 4
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Material (DS16_LEGB_scope_of_objects_of_functions.ipynb)Lecture2.1
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LEGB Intro 30 minLecture2.2
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Local ,Enclosed and global variables 40 minLecture2.3
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Built-in Variables 30 minLecture2.4
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Types of Arguments/parameters 4
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Required and defult arguments 30 minLecture3.1
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Flexible Arguments(*args) 30 minLecture3.2
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Key Word/Value Flexible Arguments(**kwargs) 30 minLecture3.3
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Material (DS17_Default and flexible arguments.ipynb)Lecture3.4
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Methods 5
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List Methods 30 minLecture4.1
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String Methods 30 minLecture4.2
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Dict Methods 30 minLecture4.3
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Tuple Methods 30 minLecture4.4
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Material (DS18_Methods.ipynb)Lecture4.5
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Modules 8
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Create Module 30 minLecture5.1
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Change working directory to module location 30 minLecture5.2
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Import Module 30 minLecture5.3
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Import objects from moduleLecture5.4
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Import all objects from module 30 minLecture5.5
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Observe built in math module 30 minLecture5.6
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Calculate area and perimeter of the circle using math module 30 minLecture5.7
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Material (DS19_Modules.ipynb)Lecture5.8
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User Defined Packages 9
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User Defined Packages IntroductionLecture6.1
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Change Working Directory 30 minLecture6.2
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Create a package 30 minLecture6.3
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Create a sub package 50 minLecture6.4
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Importing Packages in vscode ide 30 minLecture6.5
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Importing Packages in jupyter ideLecture6.6
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Relative Imports in Python 30 minLecture6.7
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Observe Machine Learning predefined packages 30 minLecture6.8
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Material (DS20_01_User_defined_packages.ipynb)Lecture6.9
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Install Required Packages 7
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System Defined Packages 30 minLecture7.1
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How to know the given package installed part 1 30 minLecture7.2
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How to know the given package installed part 2 30 minLecture7.3
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How to install new package from pipe repository 30 minLecture7.4
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How to install new package from pip repositoryLecture7.5
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How to see functions of module 30 minLecture7.6
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Material (DS20_02_system_defined_packages.ipynb)Lecture7.7
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Iterables and Iterators 6
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Iterables & Iterators Introduction 30 minLecture8.1
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List itterable 30 minLecture8.2
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Tuple iterator 30 minLecture8.3
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Dictionary iterator 30 minLecture8.4
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range iterator 30 minLecture8.5
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Material (DS21_Iterables & Iterators.ipynb)Lecture8.6
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Lambda functions 6
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Introduction to Lambda functions 30 minLecture9.1
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Map lambda function 30 minLecture9.2
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Filter lambda function 30 minLecture9.3
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Reduce lambda function 30 minLecture9.4
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One more example on Map 30 minLecture9.5
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Material (DS22_Lambda_Functions.ipynb)Lecture9.6
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Syntax Errors and Exceptions 5
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Syntax Errors 30 minLecture10.1
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Exceptions 30 minLecture10.2
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Try Except Finally Blocks 30 minLecture10.3
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Link user defined exception message with built-in error codes 30 minLecture10.4
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Material (DS23_Syntax Errors and Exceptions .ipynb)Lecture10.5
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List comprehensions 6
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List comprehensions 30 minLecture11.1
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Find square of each list item 30 minLecture11.2
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One more example using List Comprehensions 30 minLecture11.3
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Apply Condition_inside List Comprehension 30 minLecture11.4
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Refer more List Comprehensions 30 minLecture11.5
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Material (DS24_List comprehensions.ipynb)Lecture11.6
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Object Oriented Programming Concepts(OOPS) - Classes and Objects 5
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Introduction to OOPs in Python 30 minLecture12.1
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Creating classes and objects 30 minLecture12.2
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Create Attributes and Methods 30 minLecture12.3
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What You Learned 30 minLecture12.4
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Material (DS25_01_OOPs_Introduction_Classes_Objects_Attributes_Methods.ipynb)Lecture12.5
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Object Oriented Programming Concepts(OOPS) - Inheritance 9
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Inheritance Class and Sub Class 30 minLecture13.1
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Inheritance Class and Sub Class part 2 30 minLecture13.2
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Inheritance Class and Sub Class part 3 30 minLecture13.3
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Inheritance Class and Sub Class part 4 30 minLecture13.4
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Multiple Inheritance in Python 30 minLecture13.5
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Multilevel Inheritance in Python 30 minLecture13.6
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Multilevel Inheritance in Python part 2 30 minLecture13.7
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Recap of Inheritance 30 minLecture13.8
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Material (DS25_02_OOPs_Inheritance_and_MRO.ipynb)Lecture13.9
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Object Oriented Programming Concepts(OOPS) - Encapsulation 5
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Introduction to Encapsulation 30 minLecture14.1
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Public Protected and Private Attributes and Methods 30 minLecture14.2
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Public Protected and Private Attributes and Methods part 2 30 minLecture14.3
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Builtin Methods 30 minLecture14.4
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Material (DS25_03_OOPs_Encapsulation.ipynb)Lecture14.5
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Object Oriented Programming Concepts(OOPS) - Polymorphism 3
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Python function to demonstrate Polymorphism 30 minLecture15.1
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Polymorphism with Class Methods 30 minLecture15.2
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Material (DS25_04_OOPs_Polymorphism.ipynb)Lecture15.3
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