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What is Data Science?

Data Science are data studies. It entails establishing data capture, storage and analysis tools to retrieve usable information effectively. The objective of the data science is to get both structured and unstructured insights and information from any form of data.

COURSE CURRICULUM

Python

Introduction
 Installation
 Fundamental of Python
 Variables
 Comments
 Print Statement
 Operators
 Mutable Data Types
Data Types
Special Data Types
Conditions
Loops
Functions
Break, Continue and Pass Statements
String Object and working
List
Tuple
Set
Dictionaries
Map
Reduce
Filter
Classes
Objects
Inheritance
Multiple Inheritance
Modules
Error Handling

Data Visualization

Matplotlib
 Seaborn
 Plotly
 Cuflinks
 Bokesh

Libraries

Numpy
Pandas
Random
Math
Scipy
sklearn
Keras
Tensorflow
OpenCV
NLTK
Spacy
Lot more…

Tableau

Introduction to Data Visualization
Introduction to Tableau
Basics charts and dashboards
Special Char Types
Dashboard design and principles
Connections with servers
Local file access
Hands on experience with worksheet

Web Scraping

 Url
 Beautiful Soup

Data base

 SQL
 MongoDB

Statistics

Basics of Statistics
Descriptive Statistics
Inferential Statistics
Qualitative Analysis
Quantitative Analysis
Hypothesis Testing
Data Distribution
Probability Distribution
Normal Distribution
Poison Distribution
Outlier Detection
Other Statistical Fundamentals

Machine Learning

Supervised Learning
Unsupervised Learning
Semi Supervised Learning
Reinforcement Learning

Supervised Learning

 Regression Models
Classification Models

Regression Models

Introduction to Regression Models
Linear Models
Linear Regression
Multiple Regression
Ordinary Least Square Method
Non-Linear Models
Support Vector Regressor
Random Forest Regressor
Decision Tree

Evaluation Metrics for Regression Models

R-Square
 Adjusted R Square
 Mean Square Error
Root Mean Square Error
Mean Absolute Error

Classification Models

Introduction to Classification Models
 Logistics Regression
 Naïve Bayes
 Support Vector Classifier
 K-NN Classifier
 Decision Tree Classifier
 Random Forest Classifier

Evaluation Metrics for Classification Models

Accuracy
Precision
Recall
F1 Score
ROC Curve

Unsupervised Learning

Introduction to Unsupervised Learning

Clustering Models

 Introduction to Clustering Models
 K- Mean Clustering
 Hierarchical Clustering
High Dimensional Clustering

Dimension Reduction

Principal Component Analysis (PCA) Reinforcement Learning

Reinforcement Learning

Introduction to Reinforcement Learning

Featurization, Model Selection & Tuning

Feature Extraction
Model Defects & Evaluation Metrics
Model Selection and Tuning
Comparison of machine learning models

Neural Networks

Introduction to Deep Learning
Fundamental of Neural Networks
TensorFlow and Keras
Artificial Neural Networks (ANN)
Convolution Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Evaluation of Deep Learning
Neural Networks Basics
Gradient Descent
Introduction to Perceptron & Neural Networks
Batch Normalization
Activation and Loss Functions
Hyper parameter tuning
SoftMax
Deep Neural Networks
Weights initialization

Image Pre-processing

Computer Vision
Open CV
Noise Detection
Noise Reduce
Low Pass Filters
Forward Propagation
Backward Propagation
Pooling & Padding

Natural Language Processing

Introduction to NLP
 Corpus
 Natural Language Understanding (NLU)
 Natural Language Generator (NLG)
Tokenization (Word, Sentence, Blank, RegEx)
Frequency Distribution
Filtering
Stemming
Lemmatization
Stop Words
Regular Expressions
 POS Tagging
 Syntax Tree
 Chunking
 Lemmas
 Hypernyms
 Hyponyms
 Synonyms
 Antonyms
 Distance Between words
Wordnet
 Name Entity Recognition
 Bag of words or Document Matrix
 Count Vectorization
 Term Frequency
 Inverse Document Frequency
 Sentimental Analysis

What is Artificial Intelligence?

Artificial Intelligence (AI) is a diverse computer science sector that is responsible for constructing intelligent computers capable of carrying out jobs that are usually humane. AI is a multidisciplinary discipline, although machine learning advances and profound learning create a paradigm change in practically every sector of the technology business.

COURSE CURRICULUM

Python

Introduction
 Installation
 Fundamental of Python
 Variables
 Comments
 Print Statement
 Operators
 Mutable Data Types
Data Types
Special Data Types
Conditions
Loops
Functions
Break, Continue and Pass Statements
String Object and working
List
Tuple
Set
Dictionaries
Map
Reduce
Filter
Classes
Objects
Inheritance
Multiple Inheritance
Modules
Error Handling

Data Visualization

Matplotlib
 Seaborn
 Plotly
 Cuflinks
 Bokesh

Libraries

Numpy
Pandas
Random
Math
Scipy
sklearn
Keras
Tensorflow
OpenCV
NLTK
Spacy
Lot more…

Tableau

Introduction to Data Visualization
Introduction to Tableau
Basics charts and dashboards
Special Char Types
Dashboard design and principles
Connections with servers
Local file access
Hands on experience with worksheet

Web Scraping

 Url
 Beautiful Soup

Data base

 SQL
 MongoDB

Statistics

Basics of Statistics
Descriptive Statistics
Inferential Statistics
Qualitative Analysis
Quantitative Analysis
Hypothesis Testing
Data Distribution
Probability Distribution
Normal Distribution
Poison Distribution
Outlier Detection
Other Statistical Fundamentals

Machine Learning

Supervised Learning
Unsupervised Learning
Semi Supervised Learning
Reinforcement Learning

Supervised Learning

 Regression Models
Classification Models

Regression Models

Introduction to Regression Models
Linear Models
Linear Regression
Multiple Regression
Ordinary Least Square Method
Non-Linear Models
Support Vector Regressor
Random Forest Regressor
Decision Tree

Evaluation Metrics for Regression Models

R-Square
 Adjusted R Square
 Mean Square Error
Root Mean Square Error
Mean Absolute Error

Classification Models

Introduction to Classification Models
 Logistics Regression
 Naïve Bayes
 Support Vector Classifier
 K-NN Classifier
 Decision Tree Classifier
 Random Forest Classifier

Evaluation Metrics for Classification Models

Accuracy
Precision
Recall
F1 Score
ROC Curve

Unsupervised Learning

Introduction to Unsupervised Learning

Clustering Models

 Introduction to Clustering Models
 K- Mean Clustering
 Hierarchical Clustering
High Dimensional Clustering

Dimension Reduction

Principal Component Analysis (PCA) Reinforcement Learning

Reinforcement Learning

Introduction to Reinforcement Learning

Featurization, Model Selection & Tuning

Feature Extraction
Model Defects & Evaluation Metrics
Model Selection and Tuning
Comparison of machine learning models

Neural Networks

Introduction to Deep Learning
Fundamental of Neural Networks
TensorFlow and Keras
Artificial Neural Networks (ANN)
Convolution Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Evaluation of Deep Learning
Neural Networks Basics
Gradient Descent
Introduction to Perceptron & Neural Networks
Batch Normalization
Activation and Loss Functions
Hyper parameter tuning
SoftMax
Deep Neural Networks
Weights initialization

Image Pre-processing

Computer Vision
Open CV
Noise Detection
Noise Reduce
Low Pass Filters
Forward Propagation
Backward Propagation
Pooling & Padding

Natural Language Processing

Introduction to NLP
 Corpus
 Natural Language Understanding (NLU)
 Natural Language Generator (NLG)
Tokenization (Word, Sentence, Blank, RegEx)
Frequency Distribution
Filtering
Stemming
Lemmatization
Stop Words
Regular Expressions
 POS Tagging
 Syntax Tree
 Chunking
 Lemmas
 Hypernyms
 Hyponyms
 Synonyms
 Antonyms
 Distance Between words
Wordnet
 Name Entity Recognition
 Bag of words or Document Matrix
 Count Vectorization
 Term Frequency
 Inverse Document Frequency
 Sentimental Analysis

What is Full Stack php?

The term PHP is an acronym for PHP: Hypertext Preprocessor. PHP is a server-side scripting language designed specifically for web development. It is open-source which means it is free to download and use. It is very simple to learn and use. The files have the extension “.php”. Course Included HTML, CSS, Javascript, SQL, PHP, Laravel

COURSE CURRICULUM

HTML & CSS Building

Your First Web Page
What Are HTML & CSS?
Understanding Common HTML Terms
Setting Up the HTML Document Structure
Understanding Common CSS Terms
Working with Selectors
Referencing CSS
Using CSS Resets
Getting to Know HTML
Semantics Overview
Identifying Divisions & Spans
Using Text-Based Elements
Building Structure
Creating Hyperlinks
Getting to Know CSS
The Cascade
Calculating Specificity
Combining Selectors
Layering Styles with Multiple Classes
Common CSS Property Values
 Opening the Box Model
How Are Elements Displayed?
What Is the Box Model?
Working with the Box Model
Developer Tools
Positioning Content
Positioning with Float- Positioning with Inline-Block
Creating Reusable Layouts
Uniquely Positioning Elements
Working with Typography
Adding Color to Text
Changing Font Properties
Applying Text Properties
Using Web-Safe Fonts
Embedding Web Fonts
Including Citations & Quotes
Setting Backgrounds & Gradients
Adding a Background Color
Adding a Background Image
Designing Gradient Backgrounds
Using Multiple Background Images
Exploring New Background Properties
Creating Lists
Unordered Lists
Ordered Lists
Description Lists
Nesting Lists
List Item Styling
Horizontally Displaying List
Adding Media
Adding Images
Adding Audio
Adding Video
Adding Inline Frames
Semantically Identifying Figures & Captions
Building Forms
Initializing a Form
Text Fields & Textareas
Multiple Choice Inputs & Menus
Form Buttons
Other Inputs
Organizing Form Elements
Form & Input Attributes
Login Form Example
Organizing Data with Tables
Creating a Table
Table Structure
Table Borders
Table Striping
Aligning Text
Completely Styled Table
Writing Your Best Code
HTML Coding Practices
CSS Coding Practices

Bootstrap

Introduction
Layouts
Grid system
Utilities for layout
Content
Typography
Images
Tables
Components
Alerts
Badges
Breadcrumb
Buttons
Button group
Cards
Carousel
Collapse
Dropdowns
Forms
Input group
Jumbotron
List group
Media object
Modal
Navs
Navbar
Pagination
Popovers
Progress
Spinners
Toasts
Tooltips
Utilities
Borders
Colors
Display property
Embeds
Flex
Overflow
Position
Shadows
Sizing
Spacing
Text
Vertical alignment
Icons

PART 1: JAVASCRIPT BASICS

JAVASCRIPT – Overview
What is JavaScript?
Client-Side JavaScript
Advantages of JavaScript
Limitations of JavaScript
JavaScript Development Tools
Where is JavaScript Today?
JAVASCRIPT – Syntax
Your First JavaScript Code
Whitespace and Line Breaks
Semicolons are Optional
Case Sensitivity
Comments in JavaScript
JAVASCRIPT – Enabling
JavaScript in Internet Explorer
JavaScript in Firefox
JavaScript in Chrome
JavaScript in Opera
Warning for Non-JavaScript Browsers
JAVASCRIPT – Placement
JavaScript in and Sections
JavaScript in External File
JAVASCRIPT – Variables
JavaScript Datatypes
JavaScript Variables
JavaScript Variable Scope
JavaScript Variable Names
JavaScript Reserved Words
JAVASCRIPT – Operators
What is an Operator?
Arithmetic Operators
Comparison Operators
Logical Operators
Bitwise Operators
Assignment Operators
Miscellaneous Operators
JAVASCRIPT – If-Else
Flow Chart of if-else
if Statement
if...else Statement
if...else if... Statement
JAVASCRIPT – Switch-Case
JAVASCRIPT – While Loop
The while Loop
The do...while Loop
JAVASCRIPT – For Loop
The for Loop
JAVASCRIPT – For-in Loop
JAVASCRIPT – Loop Control
The break Statement
The continue Statement
Using Labels to Control the Flow
JAVASCRIPT – Functions
Function Definition
Calling a Function
Function Parameters
The return Statement
Nested Functions
Function () Constructor
Function Literals
JAVASCRIPT – Events
What is an Event?
onclick Event Type
onsubmit Event Type
onmouseover and onmouseout
HTML 5 Standard Events
JAVASCRIPT – Cookies
What are Cookies?
How It Works?
Storing Cookies
Reading Cookies
Setting Cookies Expiry Date
Deleting a Cookie
JAVASCRIPT – Page Redirect
What is Page Redirection?
JavaScript Page Refresh
Auto Refresh
How Page Re-direction Works?
JAVASCRIPT – Dialog Box
Alert Dialog Box
Confirmation Dialog Box
Prompt Dialog Box

PART 2: JAVASCRIPT OBJECTS

JAVASCRIPT – Objects
Object Properties
Object Methods
User-Defined Objects
Defining Methods for an Object
The ‘with’ Keyword
JAVASCRIPT – Number
Number Properties
MAX_VALUE
MIN_VALUE
NaN
NEGATIVE_INFINITY
POSITIVE_INFINITY
Prototype
constructor
Number Methods
toExponential ()
toFixed ()
toLocaleString ()
toPrecision ()
toString ()
valueOf ()
JAVASCRIPT – Boolean
Boolean Properties
constructor ()
Prototype
Boolean Methods
toSource ()
toString ()
valueOf ()
JAVASCRIPT – String
String Properties
constructor
Length
Prototype
String Methods
charAt()
charCodeAt ()
contact ()
indexOf ()
lastIndexOf ()
localeCompare ()
match ()
replace ()
Search ()
slice ()
split ()
substr ()
substring ()
toLocaleLowerCase()
toLocaleUppereCase ()
toLowerCase ()
toString ()
toUpperCase ()
valueOf ()
String HTML Wrappers
anchor()
big()
blink ()
bold ()
fixed ()
fontColor ()
fontsize ()
italics ()
link ()
small ()
strike ()
sub()
sup ()
JAVASCRIPT – Arrays
Array Properties
constructor
length
Prototype
Array Methods
concat ()
every ()
filter ()
forEach ()
indexOf ()
join ()
lastIndexOf ()
map ()
pop ()
push ()
reduce ()
reduceRight ()
reverse ()
shift ()
slice ()
some ()
sort ()
splice ()
toString ()
unshift ()
JAVASCRIPT – Date
Date Properties
constructor
Prototype
Date Methods
Date()
getDate()
getDay()
getFullYear()
getHours()
getMilliseconds()
getMinutes ()
getMonth ()
getSeconds ()
getTime ()
getTimezoneOffset ()
getUTCDate ()
getUTCDay ()
getUTCFullYear ()
getUTCHours ()
getUTCMilliseconds ()
getUTCMinutes ()
getUTCMonth ()
getUTCSeconds ()
getYear ()
setDate ()
setFullYear ()
setHours ()
setMilliseconds ()
setMinutes ()
setMonth ()
setSeconds ()
setTime ()
setUTCDate ()
setUTCFullYear ()
setUTCHours ()
setUTCMilliseconds ()
setUTCMinutes ()
setUTC Month ()
setUTCSeconds ()
setYear ()
toDateString ()
toGMTString ()
toLocaleDateString ()
toLocaleDateString ()
toLocaleFormat ()
toLocaleString ()
toLocaleTimeSring ()
toSource ()
toString ()
toTimeString ()
toUTCString ()
valeOf ()
Date Static Methods
Date.parse ( )
Date.UTC ( )
JAVASCRIPT – Math
Math Properties
Math-E
Math-LN2
Math-LN10
Math-LOG2E
Math-LOG10E
Math-PI
Math-SQRT1_2
Math-SQRT2
Math Methods
abs ()
acos ()
asin ( )
atan ( )
atan2 ( )
ceil ( )
cos ( )
exp ( )
floor ( )
log ( )
max ( )
min ( )
pow ( )
random ( )
round ( )
sin ( )
sqrt ( )
tan ( )
toSource ( )
JAVASCRIPT – RegExp
Brackets
Quantifiers
Literal Characters
Metacharacters
Modifiers
RegExp Properties
constructor
global
ignoreCase
lastIndex
multiline
source
RegExp Methods
exec ( )
test ( )
toSource ( )
toString ( )

PART 3: JAVASCRIPT ADVANCED

JAVASCRIPT – Errors and Exceptions
Syntax Errors
Runtime Errors
Logical Errors
The try...catch...finally Statement
The throw Statement
The onerror( ) Method
JAVASCRIPT – Form Validation
Basic Form Validation
Data Format Validation
JAVASCRIPT – Animation
Manual Animation
Automated Animation
Rollover with a Mouse Event

SQL

SQL ─ Overview
What is SQL?
SQL Process
SQL Commands
SQL ─ RDBMS Concepts
What is RDBMS?
SQL Constraints
Data Integrity
Database Normalization
Database – First Normal Form (1NF)
Database – Second Normal Form (2NF)
Database – Third Normal Form (3NF)
SQL ─ RDBMS Databases
MySQL
MS SQL Server
ORACLE
MS ACCESS
SQL – Syntax
Various Syntax in SQL
SQL ─ Data Types
SQL – Operators
What is an Operator in SQL?
SQL Arithmetic Operators
Arithmetic Operators – Examples
SQL Comparison Operators
Comparison Operators – Examples
SQL Logical Operators
Logical Operators – Examples
SQL – Expressions
Boolean Expressions
Numeric Expressions
Date Expressions
SQL – CREATE Database
SQL ─ DROP or DELETE Database
SQL ─ SELECT Database,USE Statement
SQL ─ CREATE Table
SQL - Creating a Table from an Existing Table
SQL ─ DROP or DELETE Table
SQL ─ INSERT Query
SQL ─ SELECT Query
SQL ─ WHERE Clause
SQL ─ AND & OR Conjunctive Operators
The AND Operator
The OR Operator
SQL ─ UPDATE Query
SQL ─ DELETE Query
]SQL ─ LIKE Clause
SQL ─ TOP, LIMIT or ROWNUM Clause
SQL ─ ORDER BY Clause
SQL ─ Group By
SQL ─ Distinct Keyword
SQL ─ SORTING Results
SQL ─ Constraints
SQL - NOT NULL Constraint
SQL - DEFAULT Constraint
SQL - UNIQUE Constraint
SQL ─ Primary Key
SQL ─ Foreign Key
SQL ─ CHECK Constraint
SQL ─ INDEX Constraint
Dropping Constraints
Integrity Constraints
SQL ─ Using Joins
SQL - INNER JOIN
SQL ─ LEFT JOIN
SQL - RIGHT JOIN
SQL ─ FULL JOIN
SQL ─ SELF JOIN
SQL ─ CARTESIAN or CROSS JOIN
SQL ─ UNIONS CLAUSE
The UNION ALL Clause
SQL ─ INTERSECT Clause
SQL ─ EXCEPT Clause
SQL ─ NULL Values
SQL ─ Alias Syntax
SQL – Indexes
The CREATE INDEX Command
The DROP INDEX Command
SQL - INDEX Constraint
SQL ─ ALTER TABLE Command
SQL - TRUNCATE TABLE Command
SQL ─ Using Views
Creating Views
The WITH CHECK OPTION
SQL ─ Having Clause
SQL – Transactions
Properties of Transactions
Transactional Control Commands
SQL ─ Wildcard Operators
SQL ─ Date Functions
SQL ─ Temporary Tables
What are Temporary Tables?
Dropping Temporary Tables
SQL – Clone Tables
SQL – Sub Queries
Subqueries with the SELECT Statement
Subqueries with the INSERT Statement
Subqueries with the UPDATE Statement
Subqueries with the DELETE Statement
SQL – Using Sequences
Using AUTO_INCREMENT column
Obtain AUTO_INCREMENT Values
Renumbering an Existing Sequence
Starting a Sequence at a Particular Value
SQL – Handling Duplicates
SQL – Injection
Preventing SQL Injection

PART 1: LEARNING PHP

PHP ─ Introduction
Common Uses of PHP
Characteristics of PHP
"Hello World" Script in PHP
PHP ─ Environment Setup
PHP Parser Installation
PHP Installation on Linux or Unix with Apache
PHP Installation on Mac OS X with Apache
PHP Installation on Windows NT/2000/XP with IIS
PHP Installation on Windows NT/2000/XP with Apache ● Apache Configuration for PHP
PHP.INI file Configuration
PHP ─ Syntax Overview
Escaping to PHP
Commenting PHP Code
PHP is whitespace insensitive
PHP is case sensitive
Statements are expressions terminated by semicolons
Expressions are combinations of tokens
Braces make blocks
Running PHP Script from Command Prompt
PHP ─ Variable Types
Integers
Doubles
Boolean
NULL
Strings
Variable Naming
PHP – Variables
PHP Local Variables
PHP Function Parameters
PHP Global Variables
PHP Static Variables

PHP ─ Operator Types

Arithmetic Operators
Comparison Operators
Logical Operators
Assignment Operators
Conditional Operator
Operators Categories
Precedence of PHP Operators

PHP ─ Decision Making

The If...Else Statement
The ElseIf Statement
The Switch Statement

PHP ─ Loop Types

The for loop statement
The while loop statement
The do...while loop statement
The foreach loop statement
The break statement
The continue statement

PHP ─ Arrays

Numeric Array
Associative Arrays
Multidimensional Arrays

PHP ─ Strings

String Concatenation Operator
Using the strlen() function
Using the strpos() function

PHP ─ Web Concepts

Identifying Browser & Platform
Display Images Randomly
Using HTML Forms
Browser Redirection
Displaying "File Download" Dialog Box

PHP Advanced

PHP ─ GET and POST Methods
The GET Method
The POST Method
The $_REQUEST variable
PHp ─ File Inclusion
The include() Function
The require() Function
PHP ─ Files & I/O
Opening and Closing Files
Reading a file
Writing a File
PHP ─ Functions
Creating PHP Function
PHP Functions with Parameters
Passing Arguments by Reference
PHP Functions returning value
Setting Default Values for Function Parameters
Dynamic Function Calls
PHP ─ Cookies
The Anatomy of a Cookie
Setting Cookies with PHP
Accessing Cookies with PHP
Deleting Cookie with PHP
PHP ─ Sessions
Starting a PHP Session
Destroying a PHP Session
Turning on Auto Session
Sessions without cookies
PHP ─ Sending Emails
Sending plain text email
Sending HTML email
Sending attachments with email
PHP ─ File Uploading
Creating an Upload Form
Creating an upload script
PHP ─ Coding Standard
PART 2: ADVANCED PHP
PHP ─ Predefined Variables
PHP Superglobals
Server variables: $_SERVER
PHP ─ Regular Expression
POSIX Regular Expressions
PHP's Regexp POSIX Functions
PHP ─ Function ereg()
PHP ─ Function ereg_replace()
PHP ─ Function eregi()
PHP ─ Function eregi_replace()
PHP ─ Function split()
PHP ─ Function spliti()
PHP ─ Function sql_regcase()
PERL Style Regular Expressions
PHP's Regexp PERL Compatible Functions
PHP ─ Function preg_match()
PHP ─ Function preg_match_all()
PHP ─ Function preg_replace()
PHP ─ Function preg_split()
PHP ─ Function preg_grep()
PHP ─ Function preg_quote()
PHP ─ Error and Exception Handling
Using die() function
Defining Custom Error Handling Function
Exceptions Handling
PHP ─ Bugs Debugging
PHP ─ Date and Time
Getting the Time Stamp with time()
Converting a Time Stamp with getdate()
Converting a Time Stamp with date()
PHP ─ PHP and MySQL
What you should already have?
Connecting to MySQL Database
Create MySQL Database Using PHP
Delete MySQL Database Using PHP
Insert Data to MySQL Database
Retrieving Data from MySQL Database
Using Paging through PHP
Updating Data into MySQL Database
Deleting Data from MySQL Database
Using PHP to Backup MySQL Database
PHP ─ PHP and AJAX
What is AJAX ?
PHP and AJAX Example
Client Side HTML file
Server Side PHP file
PHP ─ PHP and XML
HTML list that's not valid XML
HTML list that is valid XML
Parsing an XML Document
Generating an XML Document
PHP ─ Object Oriented Programming
Object Oriented Concepts
Defining PHP Classes
Creating Objects in PHP
Calling Member Functions
Constructor Functions
Destructor
Inheritance
Function Overriding
Public Members
Private members
Protected members
Interfaces
Constants
Abstract Classes
Static Keyword
Final Keyword
PHP ─ PHP for C Developers
Similarities
Differences
PHP ─ PHP for PERL Developers
Similarities
Differences

LARAVEL

Laravel
LARAVEL – OVERVIEW
Introduction
Laravel – Features
LARAVEL – INSTALLATION
LARAVEL – APPLICATION STRUCTURE
Root Directory
App Directory
LARAVEL – CONFIGURATION
Basic Configuration
Environmental Configuration
Database Configuration
Naming the Application
Maintenance Mode
LARAVEL – ROUTING
Basic Routing
Routing Parameters
LARAVEL — MIDDLEWARE
Define Middleware
Register Middleware
Middleware Parameters
Terminable Middleware
LARAVEL – CONTROLLERS
Basic Controllers
Controller Middleware
Restful Resource Controllers
Implicit Controllers
Constructor Injection
Method Injection
LARAVEL — REQUEST
Retrieving the Request URI
Retrieving Input
LARAVEL – COOKIE
Creating Cookie
Retrieving Cookie
LARAVEL — RESPONSE
Basic Response
Attaching Headers
Attaching Cookies
JSON Response
LARAVEL — VIEWS
Understanding Views
Passing Data to Views
Sharing Data with all Views
Blade Templates
LARAVEL — REDIRECTIONS
Redirecting to Named Routes
Redirecting to Controller Actions
LARAVEL — WORKING WITH DATABASE
Connecting to Database
Insert Records
Retrieve Records
Update Records
Delete Records
LARAVEL — ERRORS AND LOGGING
Errors
Logging
LARAVEL – FORMS
LARAVEL – LOCALIZATION
LARAVEL — SESSION
Accessing Session Data
Storing Session Data
Deleting Session Data
LARAVEL – VALIDATION
LARAVEL – FILE UPLOADING
LARAVEL – SENDING EMAIL
LARAVEL – AJAX
LARAVEL – ERROR HANDLING
HTTP Exceptions
Custom Error pages
LARAVEL – EVENT HANDLING
LARAVEL – FACADES LARAVEL – SECURITY

What is Full Stack python?

COURSE CURRICULUM

Introduction to Python

History, introduction and installations of Python
Basic Python Concepts
Advanced Python Concepts
Related Libraries

Introduction to Web

What is WEB?
Features of WEB?
Introduction to HTML & HTML5
Introduction to CSS &CSS3
Introduction to JAVASCRIPT
Introduction to Bootstrap
Creating Basic Web Pages
Introduction to SCRIPTS

Django Web Framework

What is a Framework
Introduction to Django
Django – Design Philosophies
History of Django
Django Features
Environment setup
Web Server

Getting Started with Django

Creating the first Project
Integrating the Project to PYCHARM & Other IDEs
The Project Structure
Running the in the server
Setting Up Your Project
Create and configure Django apps
Django App Structure
Configuring App in Project

URLs and Views

What is URL?
Define URL patterns
What is View
Configure URLs
Developing different views

URL dispatcher

Django URL Mapping
Configuring URL conf’s
Django URL Functions
Path()
Re path()
URL Patterns App Level and Project Level
Include()

Django Templates

Define Django Template
Django MVT Pattern
Django Template Configuration
render() function
Django Template Language
Template Tags or Template Variables
String interpolation
What is a context?
Define Context Processor?

Working with Static Files

include Static Files inside Template
Configuring static files
Creating Project with static resources
HTML, CSS, Images

DJANGO MODEL

Define Database?
Define DBMS, RDBMS?
What is Model?
Database Configuration
How to Check Django Database Connection
Configuration of MySQL Database
SQLite
Defining Django Models
Django Model Fields
Field Options
What is a Migration?
migrate Command
Creation of Super User
Register Model Inside Admin Interface
Difference between makemigrations and migrate
Define QuerySet
The Python Template Engine
Define Jinja2
Faker Module

Relationships in Django Models

What is ORM?
One-To-One Relationships
Many-To-One Relationships
Many-To-Many Relationships

Django Forms or Model Forms

What is Model Form?
Advantages of Django Forms
Creating Django Forms
CSRF
Creating a Login form
Creating Registration Form

Django Form Validation

What is Validation?
is_valid()
Clean Methods
Creating Project
What is HTTP?
Basic Features
http request methods
HTTP – URL Encoding

Django’s Inbuilt Core Validators

Validators
Custom Validators
Validation of Total Form using Clean Method
Validators
RegexValidator
Validating EmailID
What is BOT?
How to prevent Requests from BOT

Model Based Forms

How to develop MBF
__all__
Exclude-List
Include-Tuple
Creating SuperUser

Advanced Templates

Template Inheritance
Template Filters
Template tags for relative URLs
Block-endblock
extends
Advantages of Template Inheritance
Why Template Filters?
What is Template Filter?
How to Create Customized Template Filters?

Session Management in Django

Cookies
What is Cookie?
Why Cookie?
Types of Cookies
Advantages, Limitations
set_test_cookie():
test_cookie_worked()
delete_test_cookie()
set_cookie()
get()
Django Session Framework
request.session[‘key’]
request.session.get_expiry_date()

Authentication & Authorization

Define Authentication
Define Authorization
Auth System
Class Based Views (CBV)
Enabling authentication
Auth system Consists
Bcrypt & argon2
Real time example on AA
Working with Admin
Function Based Views
Class based Views
Generic Class-Based Views
Simple Generic Views
Template View
List Views

Django File Upload

What is upload
Creating media_root & url
How to upload files
Upload images
Upload Audio Files
Upload Video Files

Django CRUD Operations

What is CRUD?
CREATE
READ
UPDATE
DELETE
CRUD with Project

Django Middleware

Define Middleware
Builtin Middleware
Customizing Middleware
Middleware Methods

How to Send Email in a Django

What is mail system
Mail Requirements
send_mail()
Configuring Mail Settings
Sending Email
Other Email Functions

Outputting CSV with Django

What is CSV?
CSV Using Models
Creating a Live CSV Project

Outputting PDF with Django

What is PDF?
Creating a Live PDF Project

Django Crispy Forms

What is Crisply Form?
Installing Crispy form
Template Packs
Login Crispy form
Registration Crispy forms
Crispy with Bootstrap

GIT & Github

What is git?
Define Version Control System
Git Installation
Git commands
Define Github
Pulling and Pushing
Live Environment

Bitbucket

What is Bitbucket?
Web based Version Control System
Commits
Branches
Pull requests
Pipelines

Deploying Django Apps & Heroku

What is deployment?
Creating a Project
Deploying Django App at product level
Install heroku CLI
Virtual Environment
Introduction to HEROKU
Deploy at HEROKU
$pip freeze

Introduction to Web Services

What is Web Service?
Types of WebServices
SOAP based WebServices?
Features and Limitations?

Introduction to XML

What is XML?
Structure of XML
Comments, Attributes & Elements
What is DTD?
What is Schema?

Introduction to REST API(Restful Services)

What is REST?
What is API?
What is JSON?
HTTP Status Codes?
HTTP Methods for RESTful Services
POST
PUT
GET
DELETE

What is full stack Java?

COURSE CURRICULUM

Basic of Java

Java - What, Where and Why?
History and Features of Java
Internals of Java Program
Difference between JDK,JRE and JVM
Internal Details of JVM
Variable
Data Type
Unicode System
Naming Convention

Oops Concepts

Advantage of OOPs
Object and Class
Method Overloading
Constructor
static variable, method and block
this keyword
Inheritance (IS-A)
Aggregation and Composition(HAS-A)
Method Overriding
Covariant Return Type
super keyword
Instance Initializer block
final keyword
Runtime Polymorphism
static and Dynamic binding
Abstract class and Interface
Downcasting with instanceof operator
Package and Access Modifiers
Encapsulation
Object class
Object Cloning
Java Array
Call By Value and Call By Reference
strictfp keyword
Creating API Document

String Handling

String : What and Why?
Immutable String
String Comparison
String Concatenation
Substring
Methods of String class
StringBuffer class
StringBuilder class
Creating Immutable class
toString method
StringTokenizer class

Exception Handling

Exception Handling : What and Why?
try and catch block
Multiple catch block
Nested try
finally block
throw keyword
Exception Propagation
throws keyword
Exception Handling with Method Overriding
Custom Exception

Nested Class

Nested Class : What and Why?
Member Inner class
Annonymous Inner class
Local Inner class
static nested class

Multithreading

SQL
Multithreading : What and Why?
Life Cycle of a Thread
Creating Thread
Thread Schedular
Sleeping a thread
Joining a thread
Thread Priority
Daemon Thread
Thread Pooling
Thread Group
ShutdownHook
Performing multiple task by multiple thread
Garbage Collection
Runnable class

Synchronization

Synchronization : What and Why?
synchronized method
synchronized block
static synchronization
Deadlock
Inter-thread Communication
Interrupting Thread

Input and output

FileOutputStream & FileInputStream
ByteArrayOutputStream
SequenceInputStream
BufferedOutputStream & BufferedInputStream
FileWriter & FileReader
CharArrayWriter
Input from keyboard by InputStreamReader
Input from keyboard by Console
Input from keyboard by Scanner
PrintStream class
PrintWriter class
Compressing and Uncompressing File
Reading and Writing data simultaneously
DataInputStream and DataOutputStream
StreamTokenizer class

Serialization

Serialization & Deserialization
Serialization with IS-A and HasA
transient keyword

Networking

Socket Programming
URL class
Displaying data of a web page
InetAddress class
DatagramSocket and DatagramPacket
Two way communication

AWT and Event handling

AWT Controls
Event Handling by 3 ways
Event classes and Listener Interfaces
Adapter classes
Creating Games and Applications

Swing

Basics of Swing
JButton class
JRadioButton class
JTextArea class
JComboBox class
JTable class
JColorChooser class
JProgressBar class
JSlider class
Digital Watch
Graphics in swing
Displaying Image
Edit Menu for Notepad
Open Dialog Box
Creating Notepad
Creating Games and applications

Layout Managers

BorderLayout
GridLayout
FlowLayout
BoxLayout
CardLayout

Applet

Life Cycle of Applet
Graphics in Applet
Displaying image in Applet
Animation in Applet
EventHandling in Applet
JApplet class
Painting in Applet
Digital Clock in Applet
Analog Clock in Applet
Parameter in Applet
Applet Communication
Creating Games

Reflection API

Reflection API
newInstance() & Determining the class object
javap tool
creating javap tool
creating appletviewer
Accessing private method from outside the class

Collection

Collection Framework
ArrayList class
LinkedList class
ListIterator interface
HashSet class
LinkedHashSet class
TreeSet class
PriorityQueue class
ArrayDeque class
Map interface
HashMap class
LinkedHashMap class
TreeMap class
Hashtable class
Comparable and Comparator
Properties class

JDBC

JDBC Drivers
Steps to connect to the database
Connectivity with Oracle
Connectivity with MySQL
Connectivity with Access without DSN
DriverManager
Connection interface
Statement interface
ResultSet interface
PreparedStatement
ResultSetMetaData
DatabaseMetaData
Storing image
Retrieving image
Storing file
Retrieving file
Stored procedures and functions
Transaction Management
Batch Processing
JDBC New Features
Mini Project

Java New Features

Introduction to Deep Learning
Fundamental of Neural Networks
TensorFlow and Keras
Artificial Neural Networks (ANN)
Convolution Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Evaluation of Deep Learning
Neural Networks Basics
Gradient Descent
Introduction to Perceptron & Neural Networks
Batch Normalization
Activation and Loss Functions
Hyper parameter tuning
SoftMax
Deep Neural Networks
Weights initialization

What is react js?

ReactJS is an open-source, component-based front end library responsible only for the view layer of the application. It is maintained by Facebook. React uses a declarative paradigm that makes it easier to reason about your application and aims to be both efficient and flexible. Course Included HTML, CSS, Javascript, SQL, ReactJs, Nodejs, Mongodb

COURSE CURRICULUM

HTML & CSS Building

Your First Web Page
What Are HTML & CSS?
Understanding Common HTML Terms
Setting Up the HTML Document Structure
Understanding Common CSS Terms
Working with Selectors
Referencing CSS
Using CSS Resets
Getting to Know HTML
Semantics Overview
Identifying Divisions & Spans
Using Text-Based Elements
Building Structure
Creating Hyperlinks
Getting to Know CSS
The Cascade
Calculating Specificity
Combining Selectors
Layering Styles with Multiple Classes
Common CSS Property Values
 Opening the Box Model
How Are Elements Displayed?
What Is the Box Model?
Working with the Box Model
Developer Tools
Positioning Content
Positioning with Float- Positioning with Inline-Block
Creating Reusable Layouts
Uniquely Positioning Elements
Working with Typography
Adding Color to Text
Changing Font Properties
Applying Text Properties
Using Web-Safe Fonts
Embedding Web Fonts
Including Citations & Quotes
Setting Backgrounds & Gradients
Adding a Background Color
Adding a Background Image
Designing Gradient Backgrounds
Using Multiple Background Images
Exploring New Background Properties
Creating Lists
Unordered Lists
Ordered Lists
Description Lists
Nesting Lists
List Item Styling
Horizontally Displaying List
Adding Media
Adding Images
Adding Audio
Adding Video
Adding Inline Frames
Semantically Identifying Figures & Captions
Building Forms
Initializing a Form
Text Fields & Textareas
Multiple Choice Inputs & Menus
Form Buttons
Other Inputs
Organizing Form Elements
Form & Input Attributes
Login Form Example
Organizing Data with Tables
Creating a Table
Table Structure
Table Borders
Table Striping
Aligning Text
Completely Styled Table
Writing Your Best Code
HTML Coding Practices
CSS Coding Practices

Bootstrap

Introduction
Layouts
Grid system
Utilities for layout
Content
Typography
Images
Tables
Components
Alerts
Badges
Breadcrumb
Buttons
Button group
Cards
Carousel
Collapse
Dropdowns
Forms
Input group
Jumbotron
List group
Media object
Modal
Navs
Navbar
Pagination
Popovers
Progress
Spinners
Toasts
Tooltips
Utilities
Borders
Colors
Display property
Embeds
Flex
Overflow
Position
Shadows
Sizing
Spacing
Text
Vertical alignment
Icons

PART 1: JAVASCRIPT BASICS

JAVASCRIPT – Overview
What is JavaScript?
Client-Side JavaScript
Advantages of JavaScript
Limitations of JavaScript
JavaScript Development Tools
Where is JavaScript Today?
JAVASCRIPT – Syntax
Your First JavaScript Code
Whitespace and Line Breaks
Semicolons are Optional
Case Sensitivity
Comments in JavaScript
JAVASCRIPT – Enabling
JavaScript in Internet Explorer
JavaScript in Firefox
JavaScript in Chrome
JavaScript in Opera
Warning for Non-JavaScript Browsers
JAVASCRIPT – Placement
JavaScript in and Sections
JavaScript in External File
JAVASCRIPT – Variables
JavaScript Datatypes
JavaScript Variables
JavaScript Variable Scope
JavaScript Variable Names
JavaScript Reserved Words
JAVASCRIPT – Operators
What is an Operator?
Arithmetic Operators
Comparison Operators
Logical Operators
Bitwise Operators
Assignment Operators
Miscellaneous Operators
JAVASCRIPT – If-Else
Flow Chart of if-else
if Statement
if...else Statement
if...else if... Statement
JAVASCRIPT – Switch-Case
JAVASCRIPT – While Loop
The while Loop
The do...while Loop
JAVASCRIPT – For Loop
The for Loop
JAVASCRIPT – For-in Loop
JAVASCRIPT – Loop Control
The break Statement
The continue Statement
Using Labels to Control the Flow
JAVASCRIPT – Functions
Function Definition
Calling a Function
Function Parameters
The return Statement
Nested Functions
Function () Constructor
Function Literals
JAVASCRIPT – Events
What is an Event?
onclick Event Type
onsubmit Event Type
onmouseover and onmouseout
HTML 5 Standard Events
JAVASCRIPT – Cookies
What are Cookies?
How It Works?
Storing Cookies
Reading Cookies
Setting Cookies Expiry Date
Deleting a Cookie
JAVASCRIPT – Page Redirect
What is Page Redirection?
JavaScript Page Refresh
Auto Refresh
How Page Re-direction Works?
JAVASCRIPT – Dialog Box
Alert Dialog Box
Confirmation Dialog Box
Prompt Dialog Box

PART 2: JAVASCRIPT OBJECTS

JAVASCRIPT – Objects
Object Properties
Object Methods
User-Defined Objects
Defining Methods for an Object
The ‘with’ Keyword
JAVASCRIPT – Number
Number Properties
MAX_VALUE
MIN_VALUE
NaN
NEGATIVE_INFINITY
POSITIVE_INFINITY
Prototype
constructor
Number Methods
toExponential ()
toFixed ()
toLocaleString ()
toPrecision ()
toString ()
valueOf ()
JAVASCRIPT – Boolean
Boolean Properties
constructor ()
Prototype
Boolean Methods
toSource ()
toString ()
valueOf ()
JAVASCRIPT – String
String Properties
constructor
Length
Prototype
String Methods
charAt()
charCodeAt ()
contact ()
indexOf ()
lastIndexOf ()
localeCompare ()
match ()
replace ()
Search ()
slice ()
split ()
substr ()
substring ()
toLocaleLowerCase()
toLocaleUppereCase ()
toLowerCase ()
toString ()
toUpperCase ()
valueOf ()
String HTML Wrappers
anchor()
big()
blink ()
bold ()
fixed ()
fontColor ()
fontsize ()
italics ()
link ()
small ()
strike ()
sub()
sup ()
JAVASCRIPT – Arrays
Array Properties
constructor
length
Prototype
Array Methods
concat ()
every ()
filter ()
forEach ()
indexOf ()
join ()
lastIndexOf ()
map ()
pop ()
push ()
reduce ()
reduceRight ()
reverse ()
shift ()
slice ()
some ()
sort ()
splice ()
toString ()
unshift ()
JAVASCRIPT – Date
Date Properties
constructor
Prototype
Date Methods
Date()
getDate()
getDay()
getFullYear()
getHours()
getMilliseconds()
getMinutes ()
getMonth ()
getSeconds ()
getTime ()
getTimezoneOffset ()
getUTCDate ()
getUTCDay ()
getUTCFullYear ()
getUTCHours ()
getUTCMilliseconds ()
getUTCMinutes ()
getUTCMonth ()
getUTCSeconds ()
getYear ()
setDate ()
setFullYear ()
setHours ()
setMilliseconds ()
setMinutes ()
setMonth ()
setSeconds ()
setTime ()
setUTCDate ()
setUTCFullYear ()
setUTCHours ()
setUTCMilliseconds ()
setUTCMinutes ()
setUTC Month ()
setUTCSeconds ()
setYear ()
toDateString ()
toGMTString ()
toLocaleDateString ()
toLocaleDateString ()
toLocaleFormat ()
toLocaleString ()
toLocaleTimeSring ()
toSource ()
toString ()
toTimeString ()
toUTCString ()
valeOf ()
Date Static Methods
Date.parse ( )
Date.UTC ( )
JAVASCRIPT – Math
Math Properties
Math-E
Math-LN2
Math-LN10
Math-LOG2E
Math-LOG10E
Math-PI
Math-SQRT1_2
Math-SQRT2
Math Methods
abs ()
acos ()
asin ( )
atan ( )
atan2 ( )
ceil ( )
cos ( )
exp ( )
floor ( )
log ( )
max ( )
min ( )
pow ( )
random ( )
round ( )
sin ( )
sqrt ( )
tan ( )
toSource ( )
JAVASCRIPT – RegExp
Brackets
Quantifiers
Literal Characters
Metacharacters
Modifiers
RegExp Properties
constructor
global
ignoreCase
lastIndex
multiline
source
RegExp Methods
exec ( )
test ( )
toSource ( )
toString ( )

PART 3: JAVASCRIPT ADVANCED

JAVASCRIPT – Errors and Exceptions
Syntax Errors
Runtime Errors
Logical Errors
The try...catch...finally Statement
The throw Statement
The onerror( ) Method
JAVASCRIPT – Form Validation
Basic Form Validation
Data Format Validation
JAVASCRIPT – Animation
Manual Animation
Automated Animation
Rollover with a Mouse Event

SQL

SQL ─ Overview
What is SQL?
SQL Process
SQL Commands
SQL ─ RDBMS Concepts
What is RDBMS?
SQL Constraints
Data Integrity
Database Normalization
Database – First Normal Form (1NF)
Database – Second Normal Form (2NF)
Database – Third Normal Form (3NF)
SQL ─ RDBMS Databases
MySQL
MS SQL Server
ORACLE
MS ACCESS
SQL – Syntax
Various Syntax in SQL
SQL ─ Data Types
SQL – Operators
What is an Operator in SQL?
SQL Arithmetic Operators
Arithmetic Operators – Examples
SQL Comparison Operators
Comparison Operators – Examples
SQL Logical Operators
Logical Operators – Examples
SQL – Expressions
Boolean Expressions
Numeric Expressions
Date Expressions
SQL – CREATE Database
SQL ─ DROP or DELETE Database
SQL ─ SELECT Database,USE Statement
SQL ─ CREATE Table
SQL - Creating a Table from an Existing Table
SQL ─ DROP or DELETE Table
SQL ─ INSERT Query
SQL ─ SELECT Query
SQL ─ WHERE Clause
SQL ─ AND & OR Conjunctive Operators
The AND Operator
The OR Operator
SQL ─ UPDATE Query
SQL ─ DELETE Query
]SQL ─ LIKE Clause
SQL ─ TOP, LIMIT or ROWNUM Clause
SQL ─ ORDER BY Clause
SQL ─ Group By
SQL ─ Distinct Keyword
SQL ─ SORTING Results
SQL ─ Constraints
SQL - NOT NULL Constraint
SQL - DEFAULT Constraint
SQL - UNIQUE Constraint
SQL ─ Primary Key
SQL ─ Foreign Key
SQL ─ CHECK Constraint
SQL ─ INDEX Constraint
Dropping Constraints
Integrity Constraints
SQL ─ Using Joins
SQL - INNER JOIN
SQL ─ LEFT JOIN
SQL - RIGHT JOIN
SQL ─ FULL JOIN
SQL ─ SELF JOIN
SQL ─ CARTESIAN or CROSS JOIN
SQL ─ UNIONS CLAUSE
The UNION ALL Clause
SQL ─ INTERSECT Clause
SQL ─ EXCEPT Clause
SQL ─ NULL Values
SQL ─ Alias Syntax
SQL – Indexes
The CREATE INDEX Command
The DROP INDEX Command
SQL - INDEX Constraint
SQL ─ ALTER TABLE Command
SQL - TRUNCATE TABLE Command
SQL ─ Using Views
Creating Views
The WITH CHECK OPTION
SQL ─ Having Clause
SQL – Transactions
Properties of Transactions
Transactional Control Commands
SQL ─ Wildcard Operators
SQL ─ Date Functions
SQL ─ Temporary Tables
What are Temporary Tables?
Dropping Temporary Tables
SQL – Clone Tables
SQL – Sub Queries
Subqueries with the SELECT Statement
Subqueries with the INSERT Statement
Subqueries with the UPDATE Statement
Subqueries with the DELETE Statement
SQL – Using Sequences
Using AUTO_INCREMENT column
Obtain AUTO_INCREMENT Values
Renumbering an Existing Sequence
Starting a Sequence at a Particular Value
SQL – Handling Duplicates
SQL – Injection
Preventing SQL Injection

REACTJS ─ OVERVIEW

React ─ Feature
React ─ Advantages
React ─ Limitations

REACTJS ─ ENVIRONMENT SETUP

Step 1 - Install Global Packages
Step 2 - Create the Root Folder
Step 3 - Add Dependencies and Plugins
Step 4 - Create the Files
Step 5 - Set Compiler, Server and Loaders
Step 6 - index.html
Step 7 - App.jsx and main.js
Step 8 - Running the Server

REACTJS ─ JSX

Using JSX
Nested Elements
Attributes
JavaScript Expressions
Styling
Comments
Naming Convention

REACTJS ─ COMPONENT API

Set State
Force Update
Find Dom Node

REACTJS ─ COMPONENT LIFE CYCLE

Lifecycle Methods

REACTJS ─ EVENTS

Simple Example
Child Events

REACTJS ─ ROUTER

Step 1 - Install a React Router
Step 2 - Create Components
Step 3 - Add a Router

Redux

Step 1 - Install Redux
Step 2 - Create Files and Folders
Step 3 – Actions
Step 4 – Reducers
Step 5 - Store
Step 6 - Root Component
Step 7 - Other Components

REACTJS ─ COMPONENTS

Stateless Example
Stateful Example

REACTJS ─ PROPS OVERVIEW

Using Props
Default Props
State and Props

REACTJS ─ ANIMATIONS

Step 1 - Install React CSS Transitions Group
Step 2 - Add a CSS file
Step 3 - Appear Animation
Step 4 - Enter and Leave Animations

What is digital marketing?

Digital Marketing is the term used for the targeted, measurable, and interactive marketing of products or services using digital technologies to reach the viewers, turn them into customers, and retain them.

COURSE CURRICULUM

Course structure

Orientation Classes
WordPress
Search Engine Optimization
Search Engine Marketing(Adwords)
Social Media Marketing
Social Media optimization
Email Marketing
App Marketing
Affiliate Marketing
Content Marketing & Analytics

Digital Marketing Orientation Sessions

Introduction to marketing
Types of Marketing
Introduction to Advertising
Types of Advertising
Introduction to Digital Marketing
Types of Digital Marketing
Introduction to social media marketing
Types of Social Media Marketing
Introduction to Analytics
Introduction to Competitive analysis
Social Media Marketing strategy
Setting up goals

Introduction to WordPress

What is CMS?
WordPress basic
When to choose wordpress
Advantages of wordpress

Installation of wordpress

Creating wp-config automatically
Creating wp-config manually
Upgrading wordpress
Creating your first application

Dashboard functionality

Creating and using posts
Creating and using pages
Using Permalinks
Creating and using menu
Creating and using comments

Theming and skinning

Using themes
Using theme options
Creating own theme
Blog layout and design

Widget

Installing widget
Displaying widgets
Widget areas
Adding code to text widget

Custom Post Type

Naming Best Practices
Reserved Post Type Identifiers
Custom Post Type Screens
URLs
Custom Post Type Templates
Querying by Post Type

Plugins

Using wordpress plugins
Creating your own plugins
Names, Files and Locations
File headers
WordPress plugin hooks
Template tag

SEO Introduction

What is SEO & how SEO evolved.
Why SEO is important in this Digital Era.
Why SEO taken a prominent place in present day
What is the Impact when we do SEO on websites/blogs.
How Search Engine Algorithm works.
What are different types of search engines in the world.
Updates & New Algorithm’s released by Google

Research & Analysis on Keyword

What is a keyword
Importance of keyword in SEO
Tools for Keyword research.
How many types of keywords.
How to find competiting keywords for SEO.
How to use right keywords for content writing

Reports in SEO

Website position analysis.
Search Term Report.
Other Monthly customized Reports.

Introduction Adwords

Introduction
Introduction to Search Engine Marketing
How SEM is Different From SEO
SEM v/s SEO
Introduction to Google Adwords
Setting up Adwords account ready
Adwords Account Structure
Account setup and dashboard
What is Remarketing tag
How to get Remarketing Code
Remarketing code integration
What is Conversion tracking
How to get Conversion tracking code
Conversion tracking code integration
Difference between Remarketing code and conversion tracking code
Google Analytics integration with Adwords
Adwords Campaign types
How to choose right campaign for your business
Campaign Setup
Ad groups purpose
Ads and keywords metrics
Keyword Research
Define keywords
Keyword v/s Query
What is keyword research
Methods of keywords research
How to pick profitable keywords
How to divide ad groups based on keywords
Keywords match types Ad copy Writing
Types of Ads
PPC ADS
Display ADS
You Tube ADS
Mobile App ADS
Product Listing Ads
Ad copy limitations
Words should not be used in Ad copies
Ad copy metrics
9 types of Ad copies
How to write killer ad copy
Symbols used in Ad copies
What is Ad extension
Types of Ad extensions
How Ad extensions will boost CTR Campaign Optimization
Points to be considered while optimizing campaign
Types of Optimizations
Campaign level
Ad group level
Keyword level
What is Quality Score?
How Quality score affects Your Ad rank
How to increase Quality Score
Bid Optimization
How to limit campaign to run out of budget
How to get better ROI with limited budget

Social Media Marketing

Twitter Marketing
Profile creation and bio
Profile design insights
Profile layouts
Hash Tags and its influence
List Creation and its significance
Twitter plugins installation
Twitter case study
Twitter Marketing strategies
Linkedin :
Introduction to LinkedIn
Layout of LinkedIn profile and elements
Connections and guidelines
Creation of LinkedIn company page
Concept of influencers
LinkedIn brand promotion
LinkedIn group creation
LinkedIn marketing strategies
YouTube :
Creating channels
Advertising
Bidding
Plugin installations
Ad sense notifications
Viral sharing
Social Bookmarking
Blogs
Newsletters and email marketing
Facebook Marketing
Introduction to Facebook marketing
Facebook page creation : its significance
Page Layout
Group creation: its significance
Facebook Business/Brand category
Event Creation
Facebook Content creation strategy
Facebook Aps/Tabs
Facebook top brand case study
Facebook Traffic generation (Leads, likes, shares, comments, recommendations and page suggestions)
Facebook SEO
Facebook Advertisement and policies
Sponsored posts
Sponsored stories
Sponsored events
Sponsored likes
Facebook Bidding strategies

Web Master Tools – Google

What is Google Web Master Tools
How to Add our site and go the necessary configuration.
How to add URL Parameters.
How to Add URL to Google Fetch for faster crawling.
How to block unnecessary Crawlers through robots.txt.
How to add Site Map.
How to check Internal & External Links.
How to check the suggestion given by Google

On-Page Optimization

What is On-Page Optimization.
How to use keyword planner.
Title Tag Optimization.
Header Tag Optimization.
Alt Tag Optimization.
Keyword Research.
Sitemap for link Optimization
XML Sitemap Creation
Rss Feed Creations
HTML Code Optimization
How to effectively design a website for search engine optimization
Tracking the unique visitors and return visits to websitOff-es
How to write unique and original content.

Off-Page Optimization

What is Off-Page Optimization.
What is importance of Off Page Optimization in SEO.
Techniques to follow while doing Off-Page Optimization.
How to do Directory Submission.
How to do Social Bookmarking.
Importance & how to post classifieds.
How to do Article Submission.
How to create and importance of Social Profiles.

జన సేన

Mandali DayakarGHMC Committee Secretary

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ENQUIRY

Branches Details

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What You Get

About LearnAi

What is Data Science?

COURSE CURRICULUM

Python

Data Visualization

Libraries

Tableau

Web Scraping

Data base

Statistics

Machine Learning

Supervised Learning

Regression Models

Evaluation Metrics for Regression Models

Classification Models

Evaluation Metrics for Classification Models

Unsupervised Learning

Clustering Models

Dimension Reduction

Reinforcement Learning

Featurization, Model Selection & Tuning

Neural Networks

Image Pre-processing

Natural Language Processing

What is Artificial Intelligence?

COURSE CURRICULUM

Python

Data Visualization

Libraries

Tableau

Web Scraping

Data base

Statistics

Machine Learning

Supervised Learning

Regression Models

Evaluation Metrics for Regression Models

Classification Models

Evaluation Metrics for Classification Models

Unsupervised Learning

Clustering Models

Dimension Reduction

Reinforcement Learning

Featurization, Model Selection & Tuning

Neural Networks

Image Pre-processing

Natural Language Processing

What is Full Stack php?

COURSE CURRICULUM

HTML & CSS Building

Bootstrap

PART 1: JAVASCRIPT BASICS

PART 2: JAVASCRIPT OBJECTS

PART 3: JAVASCRIPT ADVANCED

SQL

PART 1: LEARNING PHP

PHP ─ Operator Types

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