Full-Stack UX Training

2. Types of Applications

3. Web Application Fundamentals

4. Web Technologies: (List key technologies and their roles)

• Frontend: HTML, CSS, JavaScript, React
• Backend: Python, Java, Node.js
• Databases: SQL (MySQL, PostgreSQL), NoSQL (MongoDB).

5. Software Development Life Cycle (SDLC)

• Phases: Planning, Analysis, Design, Implementation (Coding), Testing, Deployment, Maintenance.

6. Application Development Methodologies

• Agile: Core principles, Scrum, Kanban
• Waterfall

2. Types of Data

3. Data Storage

4. Data Analysis

5. Data Engineering

6. Data Science

2. Key Computing Technologies:

• CPU (Central Processing Unit)
• GPU (Graphics Processing Unit)

3. Cloud Computing:

• What is the Cloud?
• Cloud Service Models:
• IaaS (Infrastructure as a Service)
• PaaS (Platform as a Service)
• SaaS (Software as a Service)

1. What is Artificial Intelligence (AI)?

2. How AI Works?

3. Key Concepts:

• Machine Learning (ML)
• Deep Learning (DL)

4. Generative AI:

• What is Generative AI?
• Examples: Large Language Models (LLMs), image generation models.

5. AI in Everyday Learning

2. Human Resource Management Systems (HRMS)

3. Retail & E-Commerce

4. Healthcare

Introduction to HTML

Topics

1. Basics of HTML

The evolution and role of HTML in web development.

Understanding HTML syntax and the structure of documents.

2. Core HTML Elements

Detailed look at paragraphs, headings, links, images, and their attributes.

3. Structuring Web Content

Using lists and tables for data presentation.

The significance of semantic HTML for accessibility.

Module 2: Enhancing Web Pages with Forms and Multimedia

Topics

1. Interactive Forms

Crafting forms for data collection with a variety of input types.

Basics of form validation and ensuring accessible form design.

2. Embedding Multimedia

Incorporating audio and video elements.

Embedding external resources with ‘ iframe ‘ and other tags.

Module 3: Advanced HTML Features

Topics

1. Modern HTML Elements

Exploring semantic elements like ‘ Article ‘, ‘Section’, and ‘Nav’.

2. Dynamic HTML with APIs

A brief overview of HTML5 APIs enhancing interactivity and web functionality.

3. Reusable Web Components

Introduction to HTML templates, custom elements, and shadow DOM.

Module 4: Accessibility and HTML Best Practices

Topics

1. Enhancing Web Accessibility

Utilizing ARIA roles and proper HTML structure to support all users.

2. Maintaining HTML Standards

Importance of validating HTML code and adhering to web standards for cross-browser compatibility.

Module 5: Performance, Security, and Staying Current

Topics

1. Optimizing Performance

Techniques for optimizing web page loading times, such as image optimization and lazy loading.

2. Web Security Fundamentals

Best practices for embedding content and managing user-generated content to prevent common security vulnerabilities.

3. Keeping Up with HTML Evolution

Resources and strategies for staying updated with HTML developments and future trends.

Topics

1. Foundations of CSS

History and evolution of CSS.

How CSS works with HTML to style webpages.

The role of the CSSOM (CSS Object Model) in web rendering.

Overview of CSS specifications and how to read the CSS documentation.

2. Applying CSS Styles

Comparison of External, Internal, and Inline Styles: Use cases and best practices.

Linking stylesheets and understanding the tag.

The importance of CSS placement for performance and maintenance.

3. CSS Syntax

Detailed exploration of properties and values.

Writing well-structured CSS rules.

Understanding the universal selector (*) and its use cases.

Comments in CSS: Syntax and best practices for documentation.

4. Selectors and Combinators

Types of selectors: Class, ID, Attribute, Pseudo-class, and Pseudo-element selectors.

Combinators: Descendant, Child, Adjacent Sibling, and General Sibling.

Practical exercises: Using selectors to style complex layouts.

Module 2: Styling and the Box Model

Topics

1. Understanding the Box Model

In-depth look at content, padding, border, and margin.

Box-sizing: border-box vs. content-box.

Visualizing the box model with browser developer tools.

2. Typography and Text Styling

Font families, web-safe fonts, and @font-face rule.

Text styling properties: weight, style, spacing, shadow.

Web typography best practices for readability and accessibility.

3. Units, Values, and Colors

Absolute vs. Relative units: When and why to use each.

Color models in CSS: RGB, RGBA, HSL, HSLA, and Hexadecimal.

Implementing custom properties (CSS Variables) for theme management.

4. Specificity, Inheritance, and the Cascade

How CSS determines which rules apply: Specificity hierarchy. Inheritance and how it affects styling.

The role of the cascade in resolving style conflicts.

Strategies to organize and structure CSS to minimize specificity conflicts.

Module 3: Advanced Styling Techniques

Topics

1. Visual Effects ,

Implementing box-shadow and text-shadow for depth and visual interest.

Using border-radius for rounded corners.

Gradient backgrounds: Linear and radial gradients.

2. Background Techniques

Complex background images and patterns.

Controlling background size, position, and repetition.

Multi-layer backgrounds and their use cases.

3. Advanced Border and Outline Styling

Border images for intricate border designs.

Styling and animating outlines as focus indicators.

4. Layout Control with Overflow and Margin Collapsing

Controlling content overflow: scroll, hidden, and auto.

Understanding when and why margin collapsing occurs.

Strategies to prevent unwanted margin collapsing.

Module 4: CSS Layouts and Positioning

Topics

1. The Display Property

In-depth exploration of block, inline, inline-block, none, and table.

Newer display values: flex, grid, and contents.

2. CSS Positioning Techniques

Detailed scenarios for using each positioning value.

Creating sticky headers and footers.

Overlaying content with absolute positioning.

3. Floating Elements and Clearing Floats

The role of floats in CSS layout history.

Techniques for clearing floats: clearfix hack and overflow method.

When to use floats in modern CSS.

4. Handling Overflow

Techniques for managing content overflow in containers.

Design patterns for scrollable elements.

Module 5: Responsive Design and Advanced CSS Features

Topics

1. Flexbox and Grid Layouts

Detailed guide to Flexbox: Properties for containers and items.

Grid Layout: Defining grid containers, grid items, and grid areas.

Use cases and practical examples: When to use Flexbox vs. Grid.

2. Responsive Design Techniques

Media Queries: Syntax and breakpoints.

Mobile-first vs. Desktop-first strategies.

Responsive images and videos: Techniques for adaptive media.

3. Animations and Transitions

Creating smooth transitions between states.

Keyframe animations: Building complex animations with @keyframes.

Performance considerations for CSS animations.

4. Advanced Responsive Design

Implementing responsive typography.

Strategies for accessible, responsive forms.

Advanced layout patterns: Masonry, column-drop, and >

Topics

1. Getting Started with Bootstrap

Introduction to Bootstrap

Setting Up Bootstrap

Using Bootstrap CDN

Basic Grid System

Containers, Rows, and Columns

2. Bootstrap Layouts and Responsiveness

Responsive Classes

Typography and Utilities

Default Typography

Text Alignment and Display Classes

Spacing Utilities

3. Navigation and Components in Bootstrap

Navigation

Navbar Dropdowns within Navbar

Alerts: Basic Alerts & Dismissible Alerts

Badges

Button Styles & Button Groups

4. Advanced Bootstrap Components

Basic Card: Card Headers and Footers

Image Overlays in Cards

Form Controls, Form Groups, and Layout

Validation Feedback

Basic Modal Setup

Carousel with Indicators and Controls

5. Interactivity and Layout in Bootstrap

Tooltips and Popovers

Flex Container and Items

Direction, Order, and Alignment in Flex

Visibility Classes

Topic 1: Core JavaScript Concepts

1. Introduction to JavaScript

Variables, Data Types, Operators

2. Functions and Scope

Functions, Parameters, Return Statements

Function Expressions, Default Parameters, IIFE (Immediately Invoked Function Expressions)

JavaScript Functions and Scope, Anonymous Functions, Higher-Order Functions, Callback Functions, Arrow Functions, Closures

3. Control Structures and Data Handling

Hoisting, Control Structures, Conditional Statements, Loops

Arrays – Introduction and Methods, Object Methods, Spread/Rest Operators, Array and Object Destructuring

4. Strings, Dates, and Template Literals

String Methods, Date Methods, Template Literals

5. Object-Oriented Programming in JavaScript

Objects and Classes, Getters and Setters, Prototypes, Inheritance, Constructor Functions

Topic 2: Advanced JavaScript Features

1. Deep Dive into Functions and Scope

Exploring further into Functions and Scope beyond the basics

2. Asynchronous JavaScript

Introduction To AJAX, Callbacks, Promises, Async/Await

3. Execution Context, Scope Chain, and Error Handling

Execution Context and Scope Chain, Error Handling (try…catch)

4. Modules and Regular Expressions

Modules and Import/Export, Introduction to Regular Expressions

5. Local Storage and Session Storage

Utilizing Web Storage APIs for storing data locally

Topic 3: Working with the Document Object Model (DOM)

1. DOM Basics

DOM Tree, Nodes, Manipulation

2. Event Handling

Event Listeners & Event Delegation

3. Advanced DOM Manipulation

DOM Traversal, createElement, appendChild, insertBefore

Topic 4: Asynchronous Programming and APIs

1. Asynchronous JavaScript Revisited

A comprehensive look into AJAX, Fetch API, Promises, and Async/Await

2. Working with APIs

Understanding Web APIs, Making HTTP requests using the Fetch API, Handling responses and working with JSON, Error handling with Fetch API

Topic 5: Modern JavaScript Development

1. Advanced Function Usage

A deeper exploration of JavaScript’s functional programming aspects

2. Error Handling and Regular Expressions

Advanced techniques for managing errors and utilizing regular expressions for data validation

3. JavaScript Modules

Leveraging modules for efficient code organization and reusability

4. Web Storage

Strategies for using Local Storage & Session Storage to enhance user experience

Topic 1: Introduction to TypeScript and its Fundamentals

1. Understanding TypeScript

What is TypeScript?

Benefits of using TypeScript

Setting up the TypeScript environment

Introduction to the TypeScript Compiler

2. The Core Concepts

Variables in TypeScript

Basic and Complex Data Types

Type Inference and Type Compatibility

Topic 2: Diving Deeper into TypeScript Types

1. Working with Enums

Enums and their uses

2. Advanced Typing Features

Advanced Types: Union, Intersection, Conditional Types

3. Iterating with TypeScript

Iterators and Generators

Topic 3: Object-Oriented Programming with TypeScript

1. OOP Fundamentals in TypeScript

Introduction to Object-Oriented Programming concepts

Classes and Objects

2. Inheritance and Polymorphism

Inheritance: Extending Classes

Polymorphism: Method Overriding

Topic 4: Leveraging Interfaces and Abstract Classes in TypeScript

1. Interfaces: Blueprint of an Object

Understanding Interfaces

Applying Interfaces to Classes

2. Abstract Classes

Abstract Classes and their application

Differentiating Interfaces from Abstract Classes

Topic 5: Code Organization with Modules and Namespaces

1. Namespaces

Organizing code with Namespaces

2. Modules: The Building Blocks

Modules in TypeScript

Importing and Exporting Modules

Topics

1. Getting Started with React

Introduction to React and its significance in modern web development.

Setting up a React development environment.

2. ES6 for React

Essential ES6 features for React development: Arrow Functions, Let and Const, Template Literals.

Advanced ES6 features: Destructuring, Spread/Rest Operators, ES6 Modules, Promises, Async/Await.

3. Functional Components and JSX

Understanding functional components and JSX syntax.

Benefits of functional components over class components.

Topics

1. React Components and JSX Deep Dive

JSX syntax nuances, embedding expressions, and creating functional components.

2. State and Props in React

Managing component state with useState.

Understanding and using props for parent-child communication.

3. React Hooks for Component Lifecycle

Introduction to useEffect for side effects in functional components.

Topics

1. Advanced Hooks and State Management

Exploring useContext, useReducer for global state management and performance optimizations with useCallback, useMemo.

2. Styling and Data Fetching

Approaches to styling: CSS Modules, Styled Components.

Fetching data from APIs using useEffect and Axios

Topics

1. Routing in React Applications

Implementing single-page applications with React Router.

2. Form Handling in React

Strategies for building and managing forms efficiently.

3. Global State Management with Redux

Basics of Redux for global state management in large-scale applications.

Topics

1. Optimizing React Applications

Techniques like code splitting, lazy loading with React Suspense.

2. Testing React Components

Unit testing strategies using Jest and React Testing Library.

3. React Best Practices

Code organization, performance optimization strategies, and maintaining coding standards.

1. Understanding Fundamentals: Learn the basics of UI (User Interface) and UX (User Experience) design.

2. Differentiating Principles: Understand the differences and interdependencies between UI and UX design principles.

3. User-Centered Design: Introduction to user-centered design principles prioritizing the user’s needs and experience.

4. Design Tools Overview: Get acquainted with popular design tools and software used in the industry.

1. Fundamentals of Visual Design: Delve into typography, color theory, layout, and imagery.

2. Creating Engaging Experiences: Understand how these principles contribute to user engagement.

3. Hands-On Exercises: Apply visual design principles in Figma through exercises and projects.

1. Introduction to Design Systems: Understand their role in maintaining design consistency.

2. Component Libraries: Build and manage libraries for efficient design reuse.

3. Dynamic Content Handling: Implement Auto Layout in component design.

1. Framing the Problem Statement: Learn to articulate a clear problem statement.

2. Synthesizing Data: Techniques for synthesizing user research data into actionable insights.

3. Brainstorming Solutions: Introduction to brainstorming techniques for generating solutions.

1. Generating Creative Solutions: Understand the purpose of the ideation phase.

2. Divergent Thinking: Techniques for brainstorming, mind mapping, and sketching.

3. Encouraging Creativity: Encourage wild ideas and foster a suspension of judgment.

. Collaborative Exercises: Team-based ideation exercises to enhance creativity.

1. Building Tangible Solutions: Understanding Rapid Prototyping Techniques.

2. Iterative Process: Emphasize the importance of iteration and feedback in prototyping.

1. Gathering Feedback: Techniques for usability testing and collecting user feedback.

2. Analyzing Results: Learn to analyze test results and identify areas for improvement.

3. Prototype Iteration: Iteratively refine prototypes based on user feedback.

1. Organizational Strategies: Strategies for integrating Design Thinking into an organization’s culture.

2. Overcoming Challenges: Address common challenges in implementing Design Thinking.

3. Case Studies: Examine successful Design Thinking projects.

4. Lifelong Learning: Develop a mindset for continuous learning and innovation through Design Thinking.

What is a Portfolio: A portfolio is a curated collection of work that showcases an individual’s skills, experience, and accomplishments in a specific field.

what is a case study: A case study is a detailed examination of a specific project, showcasing the problem-solving process and outcomes.

Using Classes for API Services

Dependency Injection with Classes

Encapsulation & Abstraction for API Logic

How OOP is used in AI APIs  (e.g., Serving ML Models with FastAPI)

UI/UX Resume: A UI/UX resume is a document that highlights your skills, experience, and qualifications as a designer specializing in user interface (UI) and user experience (UX) design.

Introduction to Generative AI

1. What is Generative AI?

2. Key Applications:

Text (ChatGPT, Claude, LLaMA)

Images (DALL·E, MidJourney, Stable Diffusion)

Audio (Music Generation, Voice Cloning)

Code (GitHub Copilot, Cursor)

3. Evolution of GenAI:

Rule-Based → Deep Learning → Transformers

GANs vs. VAEs vs. LLMs

1. Effective Prompt Design

Instruction-Based, Few-Shot, Zero-Shot

2. Advanced Techniques:

Chain-of-Thought (CoT) Prompting

Self-Consistency & Iterative Refinement

Hands-on:

Optimizing prompts for GPT-4, Claude, LLaMA

Transformer Architecture

1. Why Transformers? (Limitations of RNNs/LSTMs)

2. Key Components:

Self-Attention & Multi-Head Attention

Encoder-Decoder (BERT vs. GPT)

3. Evolution: BERT → GPT → T5 → Mixture of Experts

4. Large Language Models (LLMs)

5. Pre-training vs. Fine-tuning

6. Popular Architectures:

GPT-4, Claude, Gemini, LLaMA 3

BERT (Encoder-based) vs. T5 (Text-to-Text)

Introduction to AI Agents

1. What are AI Agents?

2. vs. Traditional AI:

3. Applications:

AI Agent Frameworks

1. CrewAI (Multi-Agent Collaboration):

2. n8n (Workflow Automation):

Designing AI Agents

CrewAI + n8n: Automating Business Workflows

Multi-Agent Systems: Collaboration & Specialization

Real-World Applications

Case Studies:

AI Customer Support Agents