Python Syllabus
Core python + Advanced python + Data Analysis(This python syllabus will help you WebDevelopment ,Data Science and Machine learning +DevOOPs
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Python Syllabus
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1.Introduction to python
2.Interoduction to script
3.Define IDE
4.Variables in python
5.Type Conversion or Type Casting
6.String Operators
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a)Dirrerent ways to create a string
b)String indexing and String slicing
c)String concatenation and String multiplication
d)String unpacking
e)capitalize() and title and split()
f)del,count,find(),swapcase()
g)reverse(),replace(),and sort()
h)String immutable.
7)python Lists
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a)Lists are mutable
b)Getting to Lists
c)List indices
d)Traversing a list
e)List operators
f)List operators
g)List slices
h)Lists Methods
i)Map,filter and reduce
j)Deleting elements
k)Lists and String
8)Tuple Data Structure
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a)Creating a tuple
b)Creating and working with homogeneous tuple
c)tuple indexing and slicing
d)tuple concatenation and tuple multiplication.
e)tuple unpacking and tuple immutable
f)all,any,len,and sort
g)del keyword
h)python tuple ascending and decending.
9)Sets Data Structure
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a)How to create a sets?
b)Iteration Over sets
c)Python Set Methods
d)Python Set Operations
e)Union of Sets
f)Built in funcation with sets
g)Python Frozenset
10)Dictionary Data Structure
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a)How to create a dictionary?
b)Python Hashing
c)Python Dictionary
d)Delete keys from the dictionary
e)Dictionay items() method
f)Sorting the dictionary
g)Python Dictionary in-built Functions
h)Dictionay len() Method
i)Variable Type
j)Python List cmp() method
k)Dictionary Str(dict)
11)Python Operators and Operands
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a)Arithmetic Operators
b)Comparison Operators
c)Python Assignments Operators
d)Membership Operators
e)Identity Operators
f)Operator precedence
12)Python Conditional Statements:-
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a)How to use "if condition" in conditional structures
b)if statement
c)if..else statement
d)How to use "else condition"
e)When else condition is not work
f)How to use "elif" condition
g)How to execute conditional statemet with minimal code
h)Nested If statment
13)Python Loops
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a)How to use "While Loop"
b)How to use "For Loop"
c)How to use For loop for set of other things besides numbers
d)Break statements in For loop
e)Continue statements in for loop
f)Enumeration funcation for For loop
14)Python Funcations ans Arguments
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a)Defining funcation and working with funcations
b)Using def keyword for funcations
c)Called funcations and funcation defining and calling funcations
d)Formal arguments and actual arguments
e)Working with name arguments and keywords arguments
f)Default arguments and positional arguments
g)Variable length arguments
h)Nested funcations
Advanced Python
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15)File Handling
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a)Creating a file in a directionay
b)Open the file in the python
c)Different ways to open the file python
d)Writing to the file
e)Appending the data to the existing file
f)Modes of operations
g)Seek and tell methods
h)Readline and readlines
i)Working with words and characters in the file
16)OOPS Concepts
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a)Class and objects
b)Class variables and instances variables
c)Constructor
d)Data hiding
e)Method overloading and overriding
f)Abstraction
g)inheritance
h)Polymorphism
i)Encapsulation
17)Modules
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a)What is module and purpose of modules
b)Different types of modules
c)Different ways to import modules
d)Standard modules and user modules
e)From ... imports
f)Creating own modules
g)Using modules in other modules
h)Working with some standard modules
i)MATH,DATE TIME,CALENDAR,SYS,OS Modules
18)Excepting Handing in python
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a)What is an exception
b)Handling excepting
c)Try and except block
d)Handling multiple exceptions using multiple excepts.
f)Handling multiple exceptions using except
g)Handling exceptions with else and finally blocks
h)Using assert for handling exceptions.
19)Iterators,generators and decorators
a)Working with yield keyword
b)Different between yield and return
c)Decorating a function with another function
20)Regular Expression
21)Command Line Arguments
a)Reading command line Arguments
b)Using command line Arguments
22)Working with Database connection.
a)Connecting to database from python
b)Creating connection to the database from the python application
c)Creating database and tables from python appliication to the database
d)Fetching data and updating data in the entities
e)Using Cusrsor to execute SQL command in python application
f)Using Fetchall and Fetchone methods
20)Unit Testing in python
a)Important unit test module
b)Calling all unit test cases
c)assertEqual,assertTrue and assertFase
21)Regular Expression
a)Basic of Regular expression
b)Findall funcation
c)Serch funcation
d)Match methods
1)Group
2)Groups
e)Matching and serching
f)Compile and sub funcations
g)Mobile number verifiacation
h)Email id verifications
i)web Scrapping
Data Analysis Numpy
DataAnalysis Pandas
Data Visulization Matplotlib
Data Visulization Geographical Plotting
Data Visulization Plotly and Cufflinks
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Duration of Course 3 months
