python with ML training ahmedabad

python with ML training ahmedabad

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PythonFoundation (Mandatory)

» What isPython and history of Python?

» Why Pythonand where to use it?

» Discussionabout Python 2 and Python 3

» Set upPython environment for development

»Demonstration on Python Installation

» Discussabout IDE’s like IDLE, Pycharm and Sublime

» Discussionabout unique feature of Python

» Writefirst Python Program

» Startprogramming on interactive shell.

» UsingVariables, Keywords

»Interactive and Programming techniques

» Commentsand document interlude in Python

» Practicaluse cases using data analysis

» PythonCore Objects and builtin functions

» NumberObject and operations

» StringObject and Operations

» ListObject and Operations

» TupleObject and operations

» DictionaryObject and operations

» Set objectand operations

» BooleanObject and None Object

» Differentdata Structures, data processing

» What arevarious type of functions

» Create UDFfunctions

»Parameterize UDF function, through named and unnamed parameters

» Theanonymous Functions - Lambda Functions

» StringObject functions

» List andTuple Object functions

» DictionaryObject functions

» Processtext files using Python

» Read/writeand Append file object

» Fileobject functions

» Filepointer and seek the pointer

» Truncatethe file content and append data

» File testoperations using os.path

PythonAdvance (Mandatory)

» Pythoninbuilt Modules

» os, sys,date time, time, random, zip modules

» CreatePython UDM – User Defined Modules

» DefinePYTHONPATH

» init Filefor package initialization

» PythonExceptions Handling

» What isException?

» Handlingvarious exceptions using try....except...else

»Try-finally clause

» Argumentof an Exception and create self exception class

» PythonStandard Exceptions

» Raising anexceptions, User-Defined Exceptions

» Objectoriented features

» Understandreal world examples on OOP

» ImplementObject oriented with Python

» CreatingClasses and Objects, Destroying Objects

» Accessingattributes, Built-In Class Attributes

»Inheritance and Polymorphism

» OverridingMethods, Data Hiding

»Overloading Operators

» DebugPython programs using pdb debugger

» PycharmDebugger

» Assertstatement for debugging

» What areregular expressions?

» The matchand search Function

» Compileand matching

» Matchingvs searching

» Search andReplace feature using RE

» ExtendedRegular Expressions

» Wildcardcharacters and work with them

» Creating aDatabase with PostgresSQL

» CRUDOperations,

» Creating aDatabase Object.

» PythonPostgresSQL Database Access

» DML andDDL Operations with Databases

» PerformingTransactions

» HandlingDatabase Errors

»Disconnecting Database

» Installpackage using Pycharm

» What ispip, easy install

» Set up theenvironment to install packages?

» Pythonpackage and structure

Python forData Science/Analytics (Optional Module)

» Statisticsoverview

»Categorical data displays

» DifferentType of variable

» Mean andmedian: The basics

» More onmean and median

» Two-waytables for categorical data

» Dot plotsand frequency tables

» Histograms

» Comparingfeatures of distributions

» Linegraphs

» Populationvariance and standard deviation

» Samplevariance and standard deviation

Python forAutomation Testing (Optional Module)

»Introduction to testing.

» Testingconcepts.

» Need ofautomation

» Types ofautomation Frameworks.

» UIAutomation - Selenium Library

   -Navigating

   -Locating Elements

   -Waits

» Basics ofAPIs

» Differenttypes of APIs

» APIAUTOMATION - Request Module

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