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🚀 100% Offline / In-Person Classroom and Online Job-Oriented Programs: Master Full-Stack Python Angular ( Front-End UI Technologies and Angular with Python and Django / Flask )

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Group Training Fee: ₹24,000/- ➡️ Offer: ₹12,000/-

One-On-One Training Fee: ₹1,20,000/- ➡️ Offer: ₹60,000/-

Duration: 6 Months

Course Curriculum

• 1. Fundamentals of Web Technology
• 2. HTML
• 3. XHTML
• 4. CSS
• 5. CSS 3,4
• 6. Basic & Advanced Javascript
• 7. Async / Await
• 8. Ajax
• 9. JSON
• 10. HTML5
• 11. Bootstrap
• 12. Social Media Integrations
• 13. Search Engine Optimization
• 14. Google Analytics Integration
• Project 1: HTML & CSS Project
• Project 2: HTML5 & CSS3 Responsive Project with Floats
• Project 3: HTML5 & CSS3 Responsive Project with Flexbox
• Project 4: HTML5 & CSS3 Responsive Project with Grid
• Project 5: JavaScript Project
• Project 6: Bootstrap Responsive Project
• 15. Domain Registration & Web Hosting
• 16. ECMAScript
• 17. TypeScript
• 18. SASS / SCSS
• 19. Angular
• 20. Angular Material
• 21. Primeng
• 22. NgRx
• 23. Jasmine (Testing Framework)
• 24. Core Python
• 25. Advanced Python
• 26. Data Structures & Algorithms (DSA)
• 27. NumPy
• 28. Pandas
• 29. SciPy
• 30. Matplotlib
• 31. MongoDB
• 32. MySQL
• 33. Django
• 34. Flask
• 35. Figma
• 36. Developer Tools
• 37. Debugging
• 38. CRUD (Create, Read, Update, Delete)
• 39. RESTful APIs to fetch, send, and manipulate data from the server
• 40. JSON Web Token (JWT)
• 41. User Authentication and Authorization
• 42. Bitbucket / GitHub (Version Control with Git)
• 43. Jira
• 44. Confluence
• 45. Firebase / AWS Cloud / Docker / Kubernetes / Jenkins
• 46. ChatGPT, CoPilot, HackerRank, LeetCode, CodeChef
• 47. Postman
• 48. Generative AI
• Project 7: Angular
• Project 8: PYTHON Full-Stack
• 49. Deployment

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1. Fundamentals of Web Technology

• Network
• Internet
• Web Browsers
• Web Servers
• Web
• Webpage
• Website
• Http
• Https
• Web Development

2. HTML

• Introduction
  • W3C
  • Editors
  • Tag
    • Empty Tag
    • Container Tag
  • Attributes & Parameters
  • Doctypes: DTD
  • Structure Of HTML
  • Basic Tags
    • html
    • head
    • title
    • body
  • Tag vs Element
  • Headings
  • Formatting Tags
  • Paragraph tag
  • Pre tag
  • abbr tag
  • List
    • Ordered List
    • Unordered List
    • Nested List
    • Description List
  • Iframe
  • hr
  • table
  • JPG / PNG / GIF
  • Image tag
    • File Paths
  • Links
    • Image Link
    • Text Link
    • Email Link
  • Quotation
  • Citation
  • Comments
  • Colors
  • Computer Code
  • Entities
  • Symbols
  • Emojis
  • Charset
  • URL Encode
  • Meta Tags
  • Form tags
  • Style Guide
  • Deprecated tags
    • center
    • font
    • basefont
    • s
    • strike
    • u
    • applet
    • isindex
    • acronym
    • frame
    • frameset
    • noframes
    • embed
    • marquee
    • big
    • dir
    • spacer
    • tt
  • Deprecated Attributes
    • align - caption, iframe, img, input, legend, table, hr, div, h1, h2, h3, h4, h5, h6, p, td, th, and tr.
    • hspace - img
    • vspace - img
    • width - hr, table, td, th, pre, img.
    • height - table, td, th, pre, img.
    • background - body
    • bgcolor - table, tr, td, th and body.
    • rules - table
    • border - table, img
    • cellpadding - table
    • cellspacing - table
    • size - hr
    • type - li, ol and ul
    • noshade - hr
    • char
    • charoff
    • color, face - font
    • marginwidth, marginheight - iframe, body
    • nowrap - td,th
    • size - font,hr
    • start - ol
    • valign - td, th, tr

3. XHTML

• XHTML
• Differences between HTML and XHTML

4. CSS

• Introduction
• Syntax
• Types of StyleSheets
  • Internal StyleSheets
  • External StyleSheets
  • Inline StyleSheets
  • Compound StyleSheet
• !important
• Types of Selectors
  • Simple
    • Universal
    • Element
    • Class
    • Element.class
    • Id
    • Element.id
    • Grouping
  • Combinators
    • Descendant
    • Child
    • Adjacent
    • General
  • Pseudo-class(Links)
  • Pseudo-elements
  • Attribute
• Block & Inline
• inline-block
• Div's & Span tags
• display
• Visibility
• Units
• Box Model
  • Border
    • border
    • border-color
    • border-style
    • border-width
    • border-bottom
      • border-bottom-color
      • border-bottom-style
      • border-bottom-width
    • border-left
      • border-left-color
      • border-left-style
      • border-left-width
    • border-right
      • border-right-color
      • border-right-style
      • border-right-width
    • border-top
      • border-top-color
      • border-top-style
      • border-top-width
  • outline
    • outline-style
    • outline-width
    • outline-color
  • margin
    • margin-bottom
    • margin-left
    • margin-right
    • margin-top
  • padding
    • padding-bottom
    • padding-left
    • padding-right
    • padding-top
• Font
  • font-family
  • color
  • font-size
  • Set Font Size With Pixels
  • Set Font Size With em
  • font-style
  • font-variant
  • font-weight
  • font
• Text
  • Color
  • letter-spacing
  • Word-spacing
  • line-height
  • text-align
  • text-align-last
  • text-decoration
    • text-decoration-line
    • text-decoration-color
    • text-decoration-style
    • text-decoration-thickness
  • text-indent
  • text-transform
  • vertical-align
  • White-space
  • Direction
  • unicode-bidi
• Background
  • background-color
  • background-image
  • background-repeat
  • background-attachment
  • background-position
  • background
• Image Sprites
• Comments
• Icons
• Images
• opacity
• FORMS
• Links
  • a:link
  • a:visited
  • a:hover
  • a:active
• cursor
• Lists
  • list-style
  • list-style-type
  • list-style-position
  • list-style-image
• Tables
  • border
  • border-collapse
  • width
  • height
  • text-align
  • vertical-align
  • padding
• Dimension
  • height
  • width
  • max-height
  • min-height
  • max-width
  • min-width
• Positioning
  • bottom
  • clip
  • left
  • overflow
  • absolute
  • fixed
  • relative
  • static
  • right
  • top
  • z-index
  • sticky
• float & clear
• Counters
• Specificity
• Math functions
• Navigation (Menu) Bar
• Dropdown Navigation Bar
• Project 1: HTML & CSS Project

5. CSS 3,4

• Introduction to CSS3
• What's New in CSS3 and CSS4
• border-image
• box-shadow
• text-shadow
• border-radius
• Image Reflection
• background
  • background-clip
  • background-origin
  • background-size
  • Multiple Background Images
• Color Keywords
• Gradients
  • Linear Gradients
  • Radial Gradients
  • Conic Gradients
• text effects
  • word-wrap
  • text-overflow
  • word-break
  • writing-mode
• Web fonts
• Google fonts
• 2D Transforms
• 3D Transforms
• RGBA
• Box Sizing
• Transitions
• Animations
• Style Images
• object-fit
• object-position
• Masking
• Multiple Columns
• User Interface
• Variables
• Box-sizing
• Flex
• Media Queries
• Orientation
• favicon
• Grid
• Project 2: HTML5 & CSS3 Responsive Project with Floats
• Project 3: HTML5 & CSS3 Responsive Project with Flexbox
• Project 4: HTML5 & CSS3 Responsive Project with Grid
• Content will be updated as per latest updates

6. Basic & Advanced Javascript

• Introduction to JavaScript
• Syntax
• Statements
• Types of Scripts
  • Internal
  • External
  • Inline
• Write / Writeln
• innerHTML
• innerText
• textContent
• console
• Print
• Popup Boxes
  • alert
  • confirm
  • prompt
• Naming Conventions
  • Lower Camel Case
  • Upper Camel Case
  • Snake Case
  • Kebab Case
  • Screaming Snake Case
  • Train Case
  • Flat Case
  • Upper Flat Case
  • Title Case
  • Sentence Case
  • Toggle Case
• Comments
• Variables
• Hoisting
• Operators
  • Arithmetic
  • Assignment
  • String
  • Type
  • Comparison
  • Logical
• Conditional Statements
  • if
  • if...else
  • if...else if...else
  • Switch
• Loops
  • while
  • do...while
  • for
  • for...in
  • for...of (ES6)
  • Break
  • Continue
• Functions
  • User-defined
  • Syntax
  • Parameters and Arguments
  • Returning Values
  • Self-Invoked
• Functions
  • Declaration
  • Expression
  • Self-Invoked
  • this
    • call
    • apply
    • bind
  • Closures
  • Local and Global Variables
  • Recursive Functions
  • Built-in Functions
    • Global
    • Number
    • String
    • Array
    • Math
    • Date
    • JSON
    • Utility
• Events
  • Introduction
  • Mouse Events
  • Keyboard Events
  • Form Events
  • Document Events
  • Window Events
  • Event Bubbling
• Page Redirection
• Timing Events
  • setTimeout
  • setInterval
• Built-in Objects
  • Introduction
  • Arrays
  • Array Properties and Methods
  • Number
  • Strings
  • Math
  • Date
  • Boolean
  • Regexp
  • Exception Handling (Errors)
    • try
    • catch
    • throw
    • finally
    • Fetch
    • Error Object Properties
    • JSON (JavaScript Object Notation)
  • Object
    • Creating a JavaScript Object
    • JavaScript Keyword new
    • Properties
    • Adding Methods to an Object
    • Nesting
    • Display
    • Using an Object Constructor
    • Prototypes
    • Getter / Setter
    • Protection
• Debugging
  • console
  • developer tools
  • debugger
  • try…catch
  • breakpoints
  • Network
• DOM (Document Object Model)
  • Introduction
  • Methods
  • Document
  • Elements
  • HTML
  • Forms
  • CSS
  • Animations
  • Events
  • EventListener
  • Navigation
  • Nodes
  • Collections
  • Node Lists
• Browser BOM
  • Window
  • Screen
  • Location
  • History
  • Navigator
  • Popup
  • Timing
  • Cookies
• Execution Context and Call Stack
• Form Validations
  • Basics of Form Validation
  • Validating Radio Buttons
  • Validating Checkboxes
  • Validating Select Menus
  • Validating Text & Textareas
  • Validating Through Regular Expressions: Alphabetical, Alphanumeric, Email, Date, Image, Password, Phone, Zip Code, and so on
• Project 5: JavaScript Project

7. Async / Await

• Callbacks
• Asynchronous
• Promises
• Async / Await

8. Ajax

• Introduction
• XMLHttpRequest
• Request
• Response
• JSON
• REST API
• GET
• POST
• PUT
• DELETE

9. JSON

• Introduction
• Syntax
• JSON vs XML
• Datatypes
• parse
• stringify
• Object
• Arrays
• Server
• Html
• JSON vs JSONP

10. HTML 5

• What is HTML5
• Overview of HTML5
• Browser Support
• W3C and Web Hypertext Application Technology Working Group (WHATWG) Specifications
• Overview of Updated New Features
• HTML5 Syntax
  • The DOCTYPE
  • Character Encoding
  • The <script> tag
  • The <link> tag
  • HTML5 Document
• Forms
  • email
  • url
  • tel
  • number
  • range
  • date
  • time
  • datetime
  • datetime-local
  • month
  • week
  • color
• Form Elements
  • datalist
  • output
  • progress
  • meter
  • keygen
  • fieldset
• New Attributes for <form>
  • autocomplete
  • novalidate
  • target
  • formaction
  • formenctype
  • formmethod
  • formnovalidate
  • formtarget
  • accept-charset
• New Attributes for <input>
  • autocomplete
  • autofocus
  • form
  • list
  • min and max
  • multiple
  • pattern (regexp)
  • placeholder
  • readonly
  • required
  • step
  • size
  • maxLength
  • inputmode
  • formaction
  • formenctype
  • formmethod
  • formnovalidate
  • formtarget
• Multimedia Elements
  • Media
  • audio
  • video
  • source
  • track
  • embed
  • canvas
  • svg
  • plugins
  • youtube
• Types of Elements
  • Semantic Elements
  • Structural Elements
• HTML5 New Elements
  • article
  • section
  • header
  • footer
  • nav
  • aside
  • main
  • figcaption
  • figure
  • time
  • mark
  • details
  • summary
  • progress
  • output
  • address
  • dialog
  • template
  • slot
  • wbr
  • hgroup
• Migration from HTML4 to HTML5
  • HTML5 Browser Support
  • HTML5 Elements as Block Elements
  • Adding New Elements to HTML
  • Problem with Internet Explorer
  • Complete Shiv Solution
  • HTML5 Skeleton
• HTML5 Deprecated Tags
  • center
  • font
  • basefont
  • s
  • strike
  • u
  • applet
  • isindex
  • acronym
  • frame
  • frameset
  • noframes
  • embed
  • marquee
  • big
  • dir
  • spacer
  • tt
• HTML5 Deprecated Attributes
  • align - caption, iframe, img, input, legend, table, hr, div, h1, h2, h3, h4, h5, h6, p, td, th, and tr.
  • hspace - img
  • vspace - img
  • width - hr, table, td, th, pre, img.
  • height - table, td, th, pre, img.
  • background - body
  • bgcolor - table, tr, td, th and body.
  • rules - table
  • border - table, img
  • cellpadding - table
  • cellspacing - table
  • size - hr
  • type - li, ol and ul
  • noshade - hr
  • char
  • charoff
  • color, face - font
  • marginwidth, marginheight - iframe, body
  • nowrap - td, th
  • size - font, hr
  • start - ol
  • valign - td, th, tr
• Web Storage
  • Local Storage
  • Session Storage
• Web SQL
• Web Workers
• MathML
• Drag and Drop API
• Canvas Overview
  • Lines
  • Curves
  • font
  • Image
  • Paths
  • Shapes
  • Color, Gradients
• SVG
  • What is SVG?
  • SVG Advantages
  • Differences Between SVG and Canvas
  • Rectangle
  • Circle
  • Ellipse
  • Line
  • Polygon

11. Bootstrap

• What is Bootstrap?
• Bootstrap History
• Why Use Bootstrap?
• What Does Bootstrap Include?
• HTML File
• Adding Bootstrap to Your Web Pages
• Downloading Bootstrap
• Bootstrap CDN
• Put Your HTML Elements Inside Containers
• Bootstrap Browser/Device Support
• Layout
  • Breakpoints
  • Containers
  • Grid
  • Columns
  • Gutters
  • Utilities
  • Z-index
  • CSS Grid
• Content
  • Reboot
  • Typography
  • Images
  • Tables
  • Figures
• Forms
  • Overview
  • Form control
  • Select
  • Checks & radios
  • Range
  • Input group
  • Floating labels
  • Layout
  • Validation
• Components
  • Accordion
  • Alerts
  • Badge
  • Breadcrumb
  • Buttons
  • Button group
  • Card
  • Carousel
  • Close button
  • Collapse
  • Dropdowns
  • List group
  • Modal
  • Navbar
  • Navs & tabs
  • Offcanvas
  • Pagination
  • Placeholders
  • Popovers
  • Progress
  • Scrollspy
  • Spinners
  • Toasts
  • Tooltips
• Helpers
  • Clearfix
  • Color & background
  • Colored links
  • Focus ring
  • Icon link
  • Position
  • Ratio
  • Stacks
  • Stretched link
  • Text truncation
  • Vertical rule
  • Visually hidden
• Utilities
  • API
  • Background
  • Borders
  • Colors
  • Display
  • Flex
  • Float
  • Interactions
  • Link
  • Object fit
  • Opacity
  • Overflow
  • Position
  • Shadows
  • Sizing
  • Spacing
  • Text
  • Vertical align
  • Visibility
  • Z-index
• Extend
  • Approach
  • Icons
• Project 6: Bootstrap Responsive Project

12. Social Media Integrations

13. Search Engine Optimization

14. Google Analytics Integration

15. Domain Registration & Web Hosting

16. ECMAScript

• Introduction
• Environment
• Syntax
• Console
• Scripting language vs Programming language
  • Execution process
  • No Intermediate Output
  • Feedback and Debugging
  • Usage
• Variables
  • Automatically
  • Using var (js)
  • using let (es6)
  • using const (es6)
  • Differences between var, let and const
  • Hoisting
• Operators
  • Arithmetic
  • Assignment
  • String
  • Type
  • Comparison
  • Logical
• Decision Making (Conditions)
  • If statement
  • ? ternary operator
  • If..else statement
  • If..else if..else statement
  • switch statement
• Loops
  • for
  • While
  • do..While
  • for/in
  • for/of
  • break
  • continue
• Functions
  • Anonymous
  • Shadowing vs Closures
  • Arrow functions
    • Parameters
    • Implicit return
    • this
    • No arguments
    • No new
    • No prototype property
    • Returning Object Literal
    • Array methods
• Primitive Data Types
  • Number
  • String
  • Boolean
  • Null
  • Undefined
  • Symbol
  • BigInt
• Literals
  • Numeric
  • Integers
  • Floating-Points
  • String
  • Boolean
  • Objects
  • Array
  • Template
  • Regexp or Pattern
  • Null
  • Undefined
• Rest vs Spread Operator
• Destructuring
• Modules
• Iterator
  • String
  • Array
  • Map
  • Set
• Collections
  • Map
  • Set
  • WeakMap
  • WeakSet
• Generators
• Reflect API
• Proxy API
• Classes (OOPS: Object-Oriented Programming System)
  • Class Declaration
  • Class Expression
  • Constructor
  • Class Methods
  • Static Methods
  • Setters and Getters
  • instanceof operator
  • Class Inheritance
  • Super Keyword
  • Method Overriding
  • Private Fields and Methods
  • Class Fields
  • Abstract Class
  • Mixins
  • Sub-Classing Built-in Objects
  • Encapsulation
  • Polymorphism
  • Mutable Objects
• Versions and New Features
  • EcmaScript 1997 : ECMAScript 1(ES1) was standardized by Ecma International, based on JavaScript 1.1, to create a formal, consistent specification for the language.
  • ES2 : 1998
  • ES3 : 1999
  • ES4 : Development abandoned
  • ES5 : 2009
  • ES5.1 : 2011
  • ES6 : 2015
  • ES7 : 2016
  • ES8 : 2017
  • ES9 : 2018
  • ES10 : 2019
  • ES11 : 2020
  • ES12 : 2021
  • ES13 : 2022
  • ES14 : 2023
  • ES15 : 2024
• Content will be updated as per latest updates.

6. SASS, SCSS:

• Variables
• Nesting
• Partials
• Modules
• Mixins
• Extend/Inheritance
• Operators

2. Programming Languages:

1. ECMAScript:

• Introduction
• Environment
• Syntax
• Variables, Operators, Decision Making, Loops, Functions, Events, Page Redirect, Dialog Boxes, Void, Page Printing, Objects, Number, Boolean, Strings, Arrays, Date, Math, Regular Expressions, DOM
• Iterator
  • String
  • Array
  • Map
  • Set
• Collections
  • Maps
  • Sets
• Classes : Object-Oriented Programming Concepts
  • Declaring a Class
  • Creating Objects
  • Accessing Functions
  • Setters and Getters
  • The Static Keyword
  • instanceof operator
  • Class Inheritance
  • Method Overriding
  • Super Keyword
• Promises
• let and const
• Variable Hoisting
• Arrow Functions
  • Fat Arrow Functions
  • Advanced Use of Arrow Functions
  • When to use Arrow Functions
  • When to use Arrow Functions Continued
• Array Helper Methods
  • forEach
  • map
  • filter
  • find
  • every
  • some
  • reduce
• Modules
• Error Handling
• Validations
• Animations
• Debugging
• ES7 NEW FEATURES
• ES8 NEW FEATURES
• ES9 NEW FEATURES

2. TypeScript:

• Home
• Overview
• Environment Setup
• Basic Syntax
• Types
• Variables
• Operators
• Decision Making
• Loops
• Functions
• Numbers
• Strings
• Arrays
• Tuples
• Union
• Interfaces
• Classes
• Objects
• Namespaces
• Modules

2. angular and NgRx:

• Introduction to angular
  • What is angular?
  • Key features and advantages
  • Setting up the development environment
  • Creating your first angular application
• Components and Templates
  • Creating components
  • Templates and data binding
  • Interpolation and property binding
  • Event binding and two-way data binding
  • angular directives
• Dependency Injection and Services
  • Understanding Dependency Injection (DI)
  • Creating and using services
  • Injecting services into components
  • Singleton services vs. multiple instances
• Routing and Navigation
  • Setting up routing in angular
  • Creating route configurations
  • Navigating between routes
  • Route parameters and data
  • Child routes and lazy loading
• Forms and Validation
  • Template-driven forms
  • Reactive forms with FormBuilder
  • Form validation and error handling
  • Custom form validators
• HTTP and Observables
  • Making HTTP requests with angular HttpClient
  • Handling HTTP responses with Observables
  • Using RxJS operators
  • Authentication and authorization
• angular Modules and NgModules
  • Creating and organizing modules
  • Feature modules and lazy loading
  • NgModule decorators and providers
• Testing in angular
  • Unit testing components and services
  • Testing with TestBed
  • Mocking dependencies
• angular CLI and Project Structure
  • Using the angular CLI for project management
  • Project structure and best practices
  • Generating components, modules, and services
• CRUD Operations with angular
  • Creating a CRUD application
  • Implementing Create, Read, Update, Delete operations
  • Managing component state for data
  • Displaying data in tables and lists
• User Authentication
  • Implementing user registration
  • Storing user credentials securely
  • User login and session management
• Authorization and Protected Routes
  • Defining user roles and permissions
  • Authorizing access to certain routes and components
  • Creating protected routes with route guards
• User Profile and Authentication State
  • Displaying user information in the UI
  • Managing authentication state in NgRx
  • Updating user profiles and passwords
• Logout Functionality
  • Implementing a secure logout process
  • Clearing authentication tokens and user sessions
  • Redirecting users after logout
• Role-Based Authorization
  • Assigning roles to users
  • Configuring role-based access control (RBAC)
  • Restricting access to specific features and data
• JWT (JSON Web Tokens) for Authentication
  • Understanding JWT and its role in authentication
  • Generating and verifying JWT tokens
  • Using JWT for secure API authentication
• NgRx State Management for Authentication and Authorization
  • Managing user authentication state in NgRx
  • Updating user roles and permissions in the store
  • Dispatching actions for login, logout, and role changes
• Secure API Calls
  • Securing API endpoints with authentication checks
  • Passing authentication tokens with API requests
  • Handling unauthorized access errors
• Advanced Topics (Optional)
  • Implementing password reset functionality
  • Social media authentication (e.g., OAuth)
  • Multi-factor authentication (MFA)

1. Python and Django:

• Python Get Started
• Python Syntax
• Python Comments
• Python Variables
  • Python Variables
  • Variable Names
  • Assign Multiple Values
  • Output Variables
  • Global Variables
• Python Data Types
  • Python Numbers
  • Python Casting
• Python Strings
  • Python Strings
  • Slicing Strings
  • Modify Strings
  • Concatenate Strings
  • Format Strings
  • Escape Characters
  • String Methods
• Python Booleans
• Python Operators
• Python Lists
  • Python Lists
  • Access List Items
  • Change List Items
  • Add List Items
  • Remove List Items
  • Loop Lists
  • List Comprehension
  • Sort Lists
  • Copy Lists
  • Join Lists
  • List Methods
• Python Tuples
  • Python Tuples
  • Access Tuples
  • Update Tuples
  • Unpack Tuples
  • Loop Tuples
  • Join Tuples
  • Tuple Methods
• Python Sets
  • Python Sets
  • Access Set Items
  • dd Set Items
  • Remove Set Items
  • Loop Sets
  • Join Sets
  • Set Methods
• Python Dictionaries
  • Python Dictionaries
  • Access Items
  • Change Items
  • Add Items
  • Remove Items
  • Loop Dictionaries
  • Copy Dictionaries
  • Nested Dictionaries
  • Dictionary Methods
• Python If...Else
• Python While Loops
• Python For Loops
• Python Lambda
• Python Arrays
• Python Classes/Objects
• Python Inheritance
• Python Iterators
• Python Scope
• Python Modules
• Python Dates
• Python Math
• Python JSON
• Python RegEx
• Python PIP
• Python Try...Except
• Python String Formatting
• File Handling
  • Python File Handling
  • Python Read Files
  • Python Write/Create Files
  • Python Delete Files

NumPy

• Introduction
• Getting Started
• Creating Arrays
• Array Indexing
• Array Slicing
• Data Types
• Copy vs View
• Array Shape
• Array Reshape
• Array Iterating
• Array Join
• Array Split
• Array Search
• Array Sort
• Array Filter
• Random
• ufuncli

Machine Learning

• Getting Started
• MERN Median Mode
• Standard Deviation
• Percentile
• Data Distribution
• Normal Data Distribution
• Scatter Plot
• Linear Regression
• Polynomial Regression
• Multiple Regression
• Scale
• Train/Test
• Decision Tree

Django

• Introduction to Django
  • What is Django?
  • Django's architecture and components
  • Setting up a Django development environment
  • Creating a new Django project
• Models and Databases
  • Defining database models
  • Creating database tables
  • Model fields and relationships
  • Querying the database with Django ORM
• Views and URL Patterns
  • Creating views in Django
  • Mapping URLs to views with URL patterns
  • Class-based views vs. function-based views
  • Handling HTTP requests and responses
• Templates and Frontend
  • Creating HTML templates in Django
  • Rendering dynamic data in templates
  • Using template tags and filters
  • Static files and media handling
• Forms and Form Handling
  • Creating and processing forms in Django
  • Form validation and error handling
  • Using Django's form classes
  • Working with form widgets and layouts
• Authentication and Authorization
  • User authentication in Django
  • Creating user accounts and profiles
  • Implementing user roles and permissions
  • Securing views and URLs with decorators
• Middleware and Request/Response Processing
  • Understanding Django middleware
  • Custom middleware for request/response processing
  • Using middleware for authentication, logging, and security
• Class-Based Views (CBVs)
  • Exploring Django's built-in CBVs
  • Creating custom CBVs
  • Inheriting and extending CBVs
  • Class-based view mixins
• RESTful APIs with Django REST framework
  • Introduction to RESTful architecture
  • Creating RESTful APIs with Django REST framework
  • Serializers and viewsets
  • Authentication and permissions for APIs
• Working with Django Forms
  • Understanding Django's Form classes
  • Creating custom forms
  • Form validation and error handling
  • Advanced form features (e.g., formsets)
• File Uploads and Handling
  • Uploading and processing files in Django
  • File storage and handling media files
  • Image uploads and processing
  • Using third-party file upload libraries
• Middleware and Request/Response Processing
  • Understanding Django middleware
  • Custom middleware for request/response processing
  • Using middleware for authentication, logging, and security
• Testing in Django
  • Writing unit tests and functional tests
  • Using Django's test framework
  • Mocking and testing database interactions
  • Test-driven development (TDD) practices
• Django Security Best Practices
  • Securing Django applications against common vulnerabilities
  • Preventing SQL injection and XSS attacks
  • Authentication and authorization security
  • Using security middleware and libraries
• Working with Django Templates and Jinja2
  • Using the Django template system
  • Integrating Jinja2 templates
  • Template inheritance and custom template tags
  • Optimizing template performance
• Internationalization and Localization
  • Implementing multi-language support
  • Translating content and templates
  • Locale and timezone handling
• Caching and Optimization
  • Using Django's caching framework
  • Optimizing database queries and views
  • Content delivery networks (CDNs) and static file caching
  • Performance profiling and monitoring
• Working with Django REST Framework
  • Building RESTful APIs with DRF
  • Serializers and views
  • Authentication and permissions
  • Versioning and pagination
• Deployment and Production Considerations
  • Preparing a Django project for production
  • Deployment options (e.g., Heroku, AWS, Docker)
  • Scaling and load balancing
  • Monitoring and error tracking

1. MongoDB:

• Introduction to MongoDB
  • What is MongoDB?
  • NoSQL databases vs. traditional databases
  • Document-oriented data model
  • Advantages of MongoDB
• Installation and Setup
  • Downloading and installing MongoDB
  • Starting and stopping the MongoDB server
  • Basic configuration options
  • Connecting to MongoDB from the shell
• Working with the MongoDB Shell
  • Basic MongoDB shell commands
  • Creating and managing databases
  • CRUD operations (Create, Read, Update, Delete)
  • Querying and filtering data
• Data Modeling in MongoDB
  • Document structure and BSON format
  • Embedding documents vs. referencing documents
  • Normalization vs. denormalization
  • Designing schema for your application
• Indexes and Performance Optimization
  • Creating and managing indexes
  • Query optimization
  • Profiling and analyzing queries
  • Aggregation framework for complex queries
• CRUD Operations in MongoDB
  • Inserting documents
  • Querying for documents
  • Updating documents
  • Deleting documents
• Advanced MongoDB Features
  • Geospatial queries and indexing
  • Text search and indexing
  • Working with large datasets (GridFS)
  • Transactions and data consistency
• Replication and High Availability
  • Understanding replica sets
  • Configuring and managing replica sets
  • Automatic failover and data redundancy
  • Read preferences and write concerns
• Sharding and Scalability
  • Horizontal scaling with sharding
  • Shard key selection and strategies
  • Configuring and managing sharded clusters
  • Load balancing and distribution of data
• Security in MongoDB
  • Authentication and authorization
  • Role-based access control (RBAC)
  • Securing MongoDB deployments
  • Encryption at rest and in transit
• Backup and Disaster Recovery
  • Backup strategies and tools
  • Point-in-time recovery
  • Restoring data from backups
  • Disaster recovery planning
• Using MongoDB with Programming Languages
  • MongoDB drivers for various programming languages
  • Connecting and interacting with MongoDB in applications
  • Using Object-Document Mapping (ODM) libraries
  • Best practices for working with MongoDB in code
• Real-world Applications and Use Cases
  • Examples of MongoDB usage in web applications
  • IoT and sensor data storage and processing
  • Content management systems (CMS)
  • Logging and analytics platforms

2. MySQL:

• Introduction to MySQL
  • What is MySQL?
  • Relational database management system (RDBMS)
  • Features and benefits of MySQL
  • Installation and setup of MySQL
• SQL Fundamentals
  • Structured Query Language (SQL)
  • Basic SQL syntax and statements
  • CRUD operations (Create, Read, Update, Delete)
  • Working with tables and records
• Data Types and Operators
  • Common data types in MySQL
  • Arithmetic and comparison operators
  • String functions and operations
  • Date and time functions
• Database Design
  • Database normalization
  • Primary keys, foreign keys, and indexes
  • Creating and altering tables
  • Defining relationships between tables
• Querying and Retrieving Data
  • SELECT statements and clauses
  • Filtering and sorting data
  • Aggregating and grouping data
  • Joining multiple tables
• Modifying Data
  • INSERT, UPDATE, and DELETE statements
  • Transaction management
  • Rollbacks and commits
  • Locks and concurrency control
• Advanced SQL Concepts
  • Subqueries and derived tables
  • Common Table Expressions (CTEs)
  • Window functions and ranking
  • Stored procedures and functions
• Indexes and Performance Optimization
  • Understanding indexes and their types
  • Optimizing queries with indexes
  • Query execution plans
  • Performance tuning and profiling
• Working with Views and Indexes
  • Creating and managing views
  • Using indexes in views
  • Updating and deleting views
  • Materialized views
• Stored Procedures and Functions
  • Creating and executing stored procedures
  • Parameters and variables in procedures
  • Error handling and control flow
  • User-defined functions (UDFs)
• Triggers and Events
  • Creating and using triggers
  • Events and scheduled tasks
  • Audit logging with triggers
  • Managing triggers and events
• Security and Permissions
  • Authentication and authorization
  • User account management
  • Privileges and roles
  • Security best practices
• Backup and Recovery
  • Database backup strategies
  • Restoring data from backups
  • Point-in-time recovery
  • Disaster recovery planning
• Working with MySQL Clients and Tools
  • MySQL command-line client
  • MySQL Workbench and other GUI tools
  • Database administration and monitoring
  • Query optimization tools
• Advanced Topics (Optional)
  • Replication and high availability
  • Sharding and partitioning
  • Using MySQL in web applications
  • Integration with programming languages (e.g., Python, Node.js)