Courses – Data Analytics

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Data Analytics

  • Module 1 : Python Programming
  • Module 2 : Frontend Technologies
  • Module 3 : Backend ( DJango & PostgreSql DB )
  • Module 4 : Advanced Frontend Technologies

Module 1: Data Analytics Programming

Python Programming Language
 
  • Introduction To Programming
  • What is Python Language?
  • Importance of Python Language
  • Structure of Python Language
  • Data types and Variable
  • Tokens and Keywords
  • Identifier & Literals
  • Operators
  • Arithmetic Operators
  • Assignment Operators
  • Comparison Operators
  • Logical Operators
  • Bitwise Operators
  • Identity Operators
  • Membership Operators
  • Comment and Casting
  • String
  • Mutable vs Immutable
  • List and Tuple
  • Set and Frozen Set
  • Dictionary and Conversion
  • Control Flow Statement
  • Conditional Statement
  • Iterative Statement
  • Counter Control Loop
  • Event Control Loop
  • For and While
  • Transfer Statement
  • Pass and Continue
  • Break & Return

Advanced Python
  • Function
  • Recursive function
  • Iterative function
  • Lambda Function
  • Exceptional Handling
  • Module & Packages
  • Built-in modules
  • User define modules
  • Comprehension
  • Any function
  • Iterator and generator
  • Map and Filter
  • Reduce
  • Threading and Multi-threading
  • Lock(), Release(), Acquire()
Object Oriented Programming
  • Class
  • Object
  • Method
  • Static Variable
  • Non-static Variable
  • Constructor
  • Encapsulation
  • Inheritance
  • Polymorphism
  • Abstract
  • Additional Data Science Library:
  • NumPy
  • Pandas
  • Matplot
  • Project – 1 assignment
  • Exam
  • Mock Interview

 

Module 2: Frontend Technologies (Website Design & UI Development)

HTML
CSS
  • Introduction To Website Designing
  • What is web
  • Static webpage vs dynamic page
  • Front end vs backend
  • Types of Files
  • HTML & History of HTML
  • Element and Tags
  • Attribute
  • Structure of HTML
  • Headings & Paragraph
  • Image & Background color
  • Iframe
  • Break Tag and Line Tag
  • Property and value
  • Hyperlink
  • Table & List
  • Order list & Un-order list
  • Definition list
  • Pre vs paragraph tag
  • Form and Form Validation
  • Audio and Video
  • Marquee
  • Text (Bold, Italic, Underline etc.)
  • Introduction and Types of CSS
  • Inline and External CSS
  • Selector and Types of Selectors
  • Class and Id
  • Group
  • Hover effect
  • Text and Margin
  • Padding and Float
  • Border and Border radius
  • Circle, Transform and Transition
  • Position
  • Overflow
  • Gradient
  • Background Image
  • Animation
  • Responsive
  • Media Query
  • Box shadow
  • Text shadow
  • Test Exam
  • Project assignment
Bootstrap
  • Introduction to Bootstrap
  • Grid Model
  • Grid Layout
  • Responsive Webpage
  • Gutter
  • Bootstrap classes & Structure
  • (Container, Rows and column)
  • CDN vs NPM vs CSS & JS File
  • Creating webpage using Bootstrap Grid model
  • Text
  • Image
  • Menu
  • Dropdown
  • Carousel
  • Cards
  • Collapse
  • Modal
  • Alert
  • Table
  • Form
  • ID Bootstrap Components
  • Project -1 assignment
  • Project -2 assignment
  • Project -3 assignment
  • Exam

Module 3: Django Framework with PostgreSQL Database

  • Introduction to Django
  • Feature of Django
  • Django web server
  • MVT architecture
  • ORM
  • Building Django Project
  • Understanding Django environment
  • Sample Hello world application
  • Starting a Project
  • Http response
  • Activating first APP
  • Django template language
  • Creating HTML file
  • Render HTML file
  • View that display hyperlink
  • Mapping urls file
  • Setting.py file
  • Views.py
  • Urls.py
  • Running our first app
  • Passing value using python variable
  • Views using Template
  • Django template language (DTL)
  • Extends
  • Static content & Dynamic content
  • Passing images
  • If else and Loop
  • Model, class and object
  • Models.py
  • ORM
  • Integrating PostgreSQL Database
  • Creating Model
  • Fields in Models
  • Converting Model to Table
  • Creating super user
  • Creating admin panel
  • Adding data using admin
  • Displaying data through database
  • Card view using bootstrap
  • CRUD operations (Create, Read, Update, Delete)
  • Creating signup page
  • User authentication
  • Messages
  • Login and Logout Page
  • Project – 1 assignment
  • Project – 2 assignment
  • Project – 3 assignment

Module 4: Advanced Frontend

JavaScript
TypeScript
  • Introduction to JavaScript
  • Data vs Information
  • Tokens
  • Datatype & Keywords
  • Identifier
  • Variable and Constant
  • Script Tag
  • JavaScript structure
  • Document. Write
  • Prompt and Alert
  • Confirm
  • Operators
  • Arithmetic operator
  • Assignment operator
  • Comparison operator
  • Logical operator
  • Date and Time
  • Control Flow Statement
  • Conditional statement
  • Loop and Function
  • Parameter and Arguments
  • Events
  • On click
  • On Mouse over & On Mouse out
  • On submit & On select
  • On change & On blur
  • On focus & On load
  • On key up and on key down
  • Hyperlink
  • Eval
  • Project assignment
  • Introduction To Typescript
  • How typescript work?
  • Benefits & Top features of TS
  • Typescript development over JavaScript
  • History of TS
  • Installation and setting environment
  • How to build your 1st TS file
  • Compiling TS fie into JS
  • Datatypes
  • Let, Var, Const
  • Any, Unknown
  • Type of inference & alias
  • Advance data type or collections
  • Object & Array
  • Built-in array function
  • Tuple and Enum
  • Union and Literal
  • Null and Undefined
  • Operators
  • Arithmetic operators
  • Assignment operators
  • Comparison operators
  • Logical operators
  • Ternary operators
  • Type of operators
  • Control flow statement
  • Conditional statement
  • Switch statement
  • Iterative statement
  • For, while, do-while
  • Un-conditional or transfer statement
  • Break & Continue and Return
  • Function & Arrow function
  • Module & Interface
  • Object oriented programming
  • Class
  • Object
  • Method
  • Constructor
  • Inheritance
  • Method overriding
  • Modifier
  • Public
  • Private
  • Protected
  • Read-only
React JS
  • Introduction To React JS
  • History & Features of React
  • Installation & Setting environment
  • Creating project
  • App.js File
  • Displaying our own content
  • Index.js file
  • Creating & Loading new file
  • Importing new file
  • Npm vs yam package manager
  • File and folder structure
  • Package.json file
  • Package-lock.json file
  • What is babel
  • React package installation
  • Components in reactjs
  • Function component
  • Class component
  • Jsx
  • Click event
  • State components
  • Props
  • Get input box data
  • Hide & Show
  • Toggle
  • Form handling
  • Conditional rendering
  • Life cycle method
  • Constructor Life cycle method
  • Render Life cycle method
  • Component Life cycle method
  • Hooks
  • Styles & Bootstrap in react
  • Re-using component
  • Router & React API
  • Redux
  • Project assignment

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We understand the importance of approaching each work integrally and believe in the power of simple and easy communication and this is at the heart.
We understand the importance of approaching each work integrally and believe in the power of simple and easy communication and this is at the heart.
We understand the importance of approaching each work integrally and believe in the power of simple and easy communication and this is at the heart.
We understand the importance of approaching each work integrally and believe in the power of simple and easy communication and this is at the heart.

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