Python

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Who Should Attend

  • Systems administrators and IT managers
  • IT administrators and operators
  • Linux/Unix Implementation Engineer or Administrator
  • Windows Server Implementation Engineer or Administrator
  • Cloud Systems Implementation Engineer or Administrator
  • Network Implementation Engineer or Administrator
  • Storage Implementation Engineer or Administrator
  • Freshers
  • College Graduates for Project works

Requirements : No prerequisites

Python Intro

  • What is Python
  • Python Market Trends
  • Python Role & Skills

Python Basics

  • Installing Python
  • Python Console
  • Statements
  • Variables
  • Input functions

Data Types

  • Data Types: String
  • Data Types: Numbers
  • Data Types: Lists & Tuples
  • Data Types: Dictionaries
  • Data Types: Boolean

Conditional Statements

  • If condition
  • If/else condition
  • AND/OR operators

Loops

  • While Loops
  • For Loops
  • Data validation and Error Handling

Functions

  • What if Functions
  • Using Functions

Python OOPS

  • Python Class/Object
  • Inheritance
  • Scope Variable
  • Modules

Python Modules

  • Time
  • Matplotlib
  • Requests
  • Working with API’s
  • Working with JSON

File Handling

  • Create file using python
  • Read file using python
  • Write & Append
  • Reading Excel sheet

Boto3 Python SDK

  • What is AWS
  • Introduction to AWS Python
  • Implementing python boto3 module
  • AWS Lambda python coding

Python Numpy

  • What is Numpy
  • Numpy Array module
  • Numpy Array Datatypes
  • Numpy Array Iterating
  • Numpy Array Sort
  • Numpy Array Join
  • Numpy Array Split
  • Numpy Array Search
  • Numpy Array Filter
  • Numpy Array Random

Python MySQL

  • Mysql getting started
  • Python Mysql Implementation
  • Create database
  • Select Query
  • Insert
  • Drop
  • Update

Python MySQL

  • Flask – Overview
  • Flask Environment
  • Application
  • Routing
  • Variable Rules
  • URL Building
  • Flask Request Objects
  • HTTP Methods
  • Templates
  • Sending form data to templates
  • Redirects & Errors
  • Cookies
  • Sessions
  • Message Flashing
  • Static Files
  • Flask Extensions
  • Other Web development Overview
  • Django Overview
  • Ruby on rails vs Flask vs Django

Introduction to machine learning

  • Machine learning Intro
  • What is dataset
  • Mean, Median & Mode
  • Standard Deviation
  • Percentile
  • Data Distribution
  • Normal Data Distribution
  • Scatter Plot
  • Linear Regression
  • Polynomial Regression
  • Multiple Regression
  • Scale
  • Splitting data into Train/Test groups
  • Decision Tree
  • Logistic Regression model
  • What’s next in machine learning

Introduction to machine learning

  • Project overview

Interview Q & A

  • Discuss on interview questions & answers

To Register for the Course

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