Ruby Basics | Web Development (Ruby on Rails, Sinatra) | Frontend Integration (ERB, Haml, Slim) | Database Connectivity (SQLite, PostgreSQL, MySQL) | API Development (REST, GraphQL) | Authentication & Authorization (JWT, OAuth, Devise) | WebSockets & Real-time Communication (ActionCable) | Testing Frameworks (RSpec, Minitest) | Performance Optimization & Scaling
70+ Modules
J2EE Basics | Servlets and JSP | Web Frameworks (Spring, Struts, JSF) | ORM & Database Access (JPA, Hibernate, JDBC) | RESTful & SOAP Web Services | Authentication & Authorization (Spring Security, JWT, OAuth) | Testing (JUnit, TestNG) | Build Tools (Maven, Gradle) | Deployment (Tomcat, JBoss, WebLogic) | Performance Tuning and Optimization
R Basics | Data Manipulation (dplyr, tidyr) | Data Visualization (ggplot2, plotly) | Statistical Analysis (t-tests, ANOVA, regression) | Machine Learning (caret, randomForest, xgboost) | Data Import/Export Generation (R Markdown, knitr) | Database Connectivity (RMySQL, RPostgreSQL, DBI) | Performance Optimization and Parallel Computing (data.table, parallel, foreach)
ASP.NET Basics | Web Development (ASP.NET MVC, ASP.NET Core) | Frontend Integration (Razor, Blazor) | Database Connectivity (Entity Framework, ADO.NET, SQLite, PostgreSQL, MySQL) | API Development (REST, GraphQL) | Authentication & Authorization (JWT, OAuth, Identity) | WebSockets & Real-time Communication (SignalR) | Testing Frameworks (xUnit, MSTest, NUnit) | Performance Optimization & Scaling
75+ Modules
Multithreading & Concurrency | Spring Framework (Spring Boot, Spring Data JPA, Spring Security) | Microservices & Cloud Deployment | REST & GraphQL API Development | NoSQL Databases | Testing & Debugging | Caching Mechanisms | Message Queues & Event-Driven Architecture | Distributed Systems | Design Patterns & Best Practices
80+ Modules
Python Basics | Core Python Libraries (os, sys, json, datetime) | GUI Development (Tkinter, PyQt, Kivy) | Database Connectivity (SQLite, PostgreSQL, MySQL) | Serialization and Deserialization (Pickle, JSON, YAML) | SQL Basics | Database Design | Advanced SQL Concepts | Performance Tuning and Optimization
85+ Modules
HTML | CSS | JavaScript | TypeScript | React.js | Next.js | Vue.js | State Management (Redux, Zustand, Vuex) | UI Frameworks (Tailwind CSS, Bootstrap, Material UI) | Component-Driven DevelopmentNode.js | Express.js | Django | Flask | FastAPI | REST API Development | GraphQL API Development | Authentication & Authorization (JWT, OAuth, Sessions) | WebSockets & Real-time Communication
90+ Modules
C/C++ Basics | Core C/C++ Libraries (stdlib.h, stdio.h, iostream, fstream) | GUI Development (Qt, GTK, wxWidgets) | Database Connectivity (SQLite, PostgreSQL, MySQL) | Serialization and Deserialization (protobuf, JSON, XML) | SQL Basics | Database Design | Advanced SQL Concepts | Performance Tuning and Optimization
HTML | CSS | JavaScript | TypeScript | Frontend Frameworks (React.js, Angular, Vue.js, Next.js) | State Management (Redux, Zustand, Vuex) | UI Frameworks (Tailwind CSS, Bootstrap, Material UI) | Component-Driven Development | Backend Frameworks (Node.js, Express.js, Django, Flask, FastAPI) | Authentication & Authorization (JWT, OAuth, Sessions) | WebSockets & Real-time Communication
HTML | CSS | Responsive Design (Media Queries, Flexbox, Grid) | CSS Frameworks (Bootstrap, Tailwind CSS, Bulma) | Design Tools (Figma, Adobe XD, Sketch) | UI/UX Principles | Typography and Color Theory | Wireframing and Prototyping | Accessibility (WCAG, ARIA) | Animation (CSS, GSAP, Lottie) | SEO Basics | Web Performance Optimization
MongoDB | Express.js | React.js | Node.js | Frontend Development (HTML, CSS, JavaScript, TypeScript) | State Management (Redux, Zustand, Context API) | UI Frameworks (Tailwind CSS, Bootstrap, Material UI) | REST API Development | GraphQL API Development | Authentication & Authorization | Testing (Jest, Mocha, Chai) | Deployment (Vercel, Heroku, Docker, AWS) | Performance Tuning and Optimization
Python Basics | Frontend Development (HTML, CSS, JavaScript, TypeScript, React.js, Vue.js) | Backend Frameworks (Django, Flask, FastAPI) | ORM & Database Access (SQLAlchemy, Django ORM) | API Development (REST, GraphQL) | Database (SQLite, PostgreSQL, MySQL, MongoDB) | WebSockets & Real-time Communication | Testing (PyTest, unittest) | Deployment (Heroku, Docker, AWS, Vercel) | Performance Optimization & Scaling
Ruby Basics | Web Development (Ruby on Rails, Sinatra) | Frontend Integration (ERB, Haml, Slim) | Database Connectivity (SQLite, PostgreSQL, MySQL) | API Development (REST, GraphQL) | Authentication & Authorization (JWT, OAuth, Devise) | WebSockets & Real-time Communication (ActionCable) | Testing Frameworks (RSpec, Minitest) | Performance Optimization & Scaling
PHP Basics | Web Development (Core PHP, Laravel, Symfony, CodeIgniter) | Frontend Development (HTML, CSS, JavaScript, TypeScript, Vue.js, React.js) | Database Connectivity (MySQL, PostgreSQL, SQLite) | ORM (Eloquent, Doctrine) | API Development (REST, GraphQL) | Authentication & Authorization (JWT, OAuth, Sessions) | (Ratchet, BeyondCode) | Testing (PHPUnit, Pest) | Deployment (cPanel, Docker, Heroku, AWS) | Performance Optimization & Scaling
VB.NET Basics | Core VB.NET Libraries (System.IO, System.Data, System.Text, System.Net) | GUI Development (Windows Forms, WPF) | Database Connectivity (SQLite, PostgreSQL, MySQL) | Serialization and Deserialization (BinaryFormatter, JSON, XML) | SQL Basics | Database Design | Advanced SQL Concepts | Performance Tuning and Optimization
.NET Basics | Web Development (ASP.NET Core, Blazor, Razor Pages) | Frontend Development (HTML, CSS, JavaScript, TypeScript, React.js, Angular) | Backend Development (C#, ASP.NET MVC, Web API) | ORM & Database Acces, ) | Database (SQL Server, MySQL, PostgreSQL, SQLite) | WebSockets & Real-time Communication (SignalR) | Testing (xUnit, NUnit, MSTest) | Deployment (IIS, Docker, Azure, AWS) | Performance Tuning and Optimization
React.js Basics | JSX & Component Architecture | State Management (useState, useReducer, Context API) | Routing (React Router) | Form Handling & Validation (Formik, Yup) | API Integration (Axios, Fetch) | Hooks (useEffect, useMemo, useCallback) | Styling (CSS Modules, Styled Components, Deployment (Vercel, Netlify, Docker) | TypeScript Integration | Redux, Zustand, | Server-Side Rendering (Next.js)
React.js Basics | JSX & Component Architecture | State Management (useState, useReducer, Context API) | Routing (React Router) | Form Handling & Validation (Formik, Yup) | API Integration (Axios, Fetch) | Hooks (useEffect, useMemo, useCallback) | Styling (CSS Modules, Styled Components, Deployment (Vercel, Netlify, Docker) | TypeScript Integration | Redux, Zustand, | Server-Side Rendering (Next.js)
Python for AI/ML | Data Preprocessing (Pandas, NumPy, Scikit-learn) | Machine Learning Algorithms (Regression, Classification, Clustering, SVM, Decision Trees, Random Forest, KNN) | Deep Learning (Neural Networks, CNNs, RNNs) | Frameworks (TensorFlow, PyTorch, Keras) , Transformers) | Computer Vision (OpenCV, CNNs) | Model Deployment (Flask, FastAPI, Streamlit, Docker) | MLOps & Model Monitoring | AI Ethics & Bias | Performance Optimization & Scaling
Python Basics | Core Python Libraries (NumPy, Pandas, Matplotlib, Seaborn) | Data Cleaning & Preprocessing | Exploratory Data Analysis (EDA) | Feature Engineering | Data Visualization | Statistical Analysis & Hypothesis TestingMachine Learning (Scikit-learn, XGBoost, LightGBM) | Supervised & Unsupervised Learning | Regression & Classification Models | Clustering & Dimensionality Reduction | Model Evaluation & Hyperparameter Tuning | Time Series Analysis
65+ Modules
Python Basics | Core Python Libraries (NumPy, Pandas, Matplotlib, Seaborn) | Data Cleaning & Preprocessing | Exploratory Data Analysis (EDA) | Feature Engineering | Data Visualization (Matplotlib, Seaborn, Plotly, Tableau, Power BI)SQL Basics | Advanced SQL Concepts (Joins, Window Functions, CTEs, Subqueries) | Database Design | Data Warehousing (ETL, ELT) | NoSQL Databases (MongoDB, Firebase)
55+ Modules
SEO (Search Engine Optimization) | On-Page SEO | Off-Page SEO | Technical SEO | Keyword Research & Optimization | SEO Tools (Google Search Console, Ahrefs, SEMrush, Moz)Content Marketing | Blog Writing & Optimization | Copywriting | Content Strategy | Storytelling | Video Marketing (YouTube, TikTok, Reels)Social Media Marketing | Facebook & Instagram Ads | LinkedIn & Twitter Marketing
60+ Modules
Python for Machine Learning | Data Preprocessing (Pandas, NumPy, Scikit-learn) | Supervised Learning (Linear Regression, Logistic Regression, Decision Trees, SVM, KNN) | Unsupervised Learning (K-Means, Hierarchical Clustering, PCA) | Hyperparameter Tuning (Grid Search, Random Search) Model Deployment (Flask, FastAPI, Streamlit) | Real-world Projecs | Interpretability (SHAP, LIME) | Performance Optimization & Scaling
Python for Deep Learning | Neural Networks (Perceptron, MLP) | Activation Functions (ReLU, Sigmoid, Tanh, Softmax) | Optimizers (SGD, Adam, RMSprop) | Loss Functions (Cross-Entropy, MSE) | Deep Learning Frameworks (TensorFlow, PyTorch, Keras) | Convolutional Neural Networks (CNNs) | | Model Evaluation & Tuning | Real-world Applications (Image, Text, Audio) | Performance Optimization & Scaling
Business Analysis Fundamentals | Requirement Gathering & Elicitation Techniques | Stakeholder Management | Business Process Modeling (BPMN, Flowcharts) | Documentation (BRD, FRD, SRS, Use Cases, User Stories) | Tools (JIRA, Confluence, MS Visio, Trello) | Data Analysis (Excel, SQL, Power BI, Tableau) | Gap Analysis & SWOT Analysis | Agile & Scrum Methodologies
75+ Modules
Kotlin Basics | Syntax & Data Types | Object-Oriented Programming (Classes, Inheritance, Interfaces) | Functional Programming (Lambdas, Higher-Order Functions) | Android Development (Jetpack, Compose, XML Layouts) | Null Safety & Type Inference | Coroutines & Asynchronous Programming | Interoperability with Java | Standard Library Features | Unit Testing & Mocking
React Native Basics | JSX & Components | Navigation (React Navigation) | State Management (useState, Context API, Redux) | Styling (StyleSheet, Tailwind CSS, Styled Components) | API Integration (Axios, Fetch) | Native Modules & Platform APIs | Forms & Validation (Formik, Yup) | Animations (Reanimated, Lottie) | Device Integration (Camera, GPS, Push Notifications) | Testing (Jest, Detox) | Debugging & Performance Optimization
55+ Modules
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Flutter Basics | Dart Programming Language | Widgets & UI Components | State Management (Provider, Riverpod, Bloc, GetX, MobX) | Navigation & Routing | Form Handling & Validation | API Integration (http, Dio) | Styling & Theming | Animations (Implicit & Explicit, Rive, Lottie) | Platform-Specific Code (iOS & Android) | Firebase Integration (Auth, Firestore, Cloud Messaging) | Local Storage (SharedPreferences, Hive, SQLite) | Testing
Flutter Basics | Dart Programming Language | UI Development with Widgets | State Management (Provider, Riverpod, Bloc, GetX) | Navigation & Routing | Form Handling & Validation | API Integration (http, Dio) | Styling & Theming | Animations (Lottie, Rive, Flutter Animation Library) | Firebase Integration (Auth, Firestore, Cloud Messaging)
GraphQL Basics | Schema Definition (Types, Queries, Mutations, Subscriptions) | GraphQL vs REST | Apollo Client & Server | Resolvers & Data Fetching | GraphQL with Frontend (React.js, Vue.js, Angular) | GraphQL with Backend (Node.js, Express, Python, Java) | Authentication & Authorization | Error Handling | Caching & State Management
MySQL Basics | Database Installation & Configuration | SQL Fundamentals (SELECT, INSERT, UPDATE, DELETE) | Data Types & Constraints | Joins (INNER, LEFT, RIGHT, FULL) | Indexing & Keys (Primary, Foreign, Unique) | Views, Stored Procedures & Triggers | Transactions & ACID Properties | User Management & Permissions
SQL Basics | Data Types & Table Structures | CRUD Operations (SELECT, INSERT, UPDATE, DELETE) | Filtering & Sorting (WHERE, ORDER BY, LIMIT) | Joins (INNER, LEFT, RIGHT, FULL) | Aggregations (COUNT, SUM, AVG, MIN, MAX) | GROUP BY & HAVING | Subqueries & Nested Queries | Set Operations (UNION, INTERSECT, EXCEPT)
PL/SQL Basics | PL/SQL Block Structure (DECLARE, BEGIN, EXCEPTION, END) | Variables & Data Types | Control Structures (IF, CASE, LOOP, WHILE, FOR) | Cursors (Implicit & Explicit) | Stored Procedures & Functions | Triggers (BEFORE, AFTER, INSTEAD OF) | Packages (Specification & Body) | Exception Handling
AWS DevOps Basics | AWS Core Services (EC2, S3, RDS, VPC, IAM) | Infrastructure as Code (CloudFormation, Terraform) | CI/CD Pipelines (CodePipeline, CodeBuild, CodeDeploy) | Version Control with Git & GitHub/GitLab | Configuration Management (Ansible, Chef, Puppet, AWS Systems Manager) | Containerization
WordPress Basics | Installation & Setup (Local & Hosting) | Themes (Customization, Child Themes) | Plugins (Installation, Popular Plugins, Custom Plugins) | Page Builders (Elementor, WPBakery, Gutenberg) | Content Management (Posts, Pages, Categories, Tags) | User Management & Roles | Media Management
Ethical Hacking Basics | Types of Hackers (White Hat, Black Hat, Gray Hat) | Networking Fundamentals | Footprinting & Reconnaissance | Scanning & Enumeration | Vulnerability Assessment | Exploitation Techniques | System Hacking (Windows, Linux) | Web Application Security (SQL Injection, XSS, CSRF, LFI/RFI)
UI/UX Basics | Design Principles (Contrast, Alignment, Repetition, Proximity) | User Research & Personas | Wireframing & Prototyping (Figma, Adobe XD, Sketch, Balsamiq) | User Journey Mapping | UI Design (Layouts, Color Theory, Typography, Iconography) | UX Writing & Microcopy | Accessibility (WCAG, ARIA) | Responsive & Adaptive Design
Software Testing Basics | SDLC & STLC | Types of Testing (Manual, Automation) | Testing Levels (Unit, Integration, System, Acceptance) | Testing Types (Functional, Non-Functional, Regression, Smoke, Sanity) | Test Planning & Strategy | Test Case Design Techniques (Boundary Value, Equivalence Partitioning) | Bug Lifecycle & Defect Tracking | Test Management Tools (TestRail, Zephyr, qTest)
After Effects Basics | User Interface & Workspace | Layers & Composition | Keyframing & Animation Principles | Motion Graphics Design | Text Animation | Shape Layers & Masking | Effects & Presets | 3D Layers & Camera Animation | Parenting & Null Objects | Expressions (Basic Scripting for Automation) | Green Screen & Chroma Keying | Rotoscoping & Motion Tracking | Audio Sync & Editing | Transitions & Visual Effects (VFX)
Adobe Photoshop Basics | User Interface & Tools Overview | Layers & Layer Styles | Selection Tools (Marquee, Lasso, Magic Wand) | Masking (Layer Masks, Clipping Masks) | Image Retouching (Spot Healing, Clone Stamp, Patch Tool) | Adjustment Layers (Brightness, Contrast, Levels, Curves) | Color Correction & Grading | Typography & Text Effects | Brushes & Custom Brush Creation
80+ Modules
Adobe Illustrator Basics | Interface & Workspace Customization | Vector vs Raster Graphics | Artboards & Document Setup | Drawing Tools (Pen, Pencil, Brush, Shape Tools) | Path Editing (Anchor Points, Curvature Tool) | Color Theory & Swatches | Gradients, Patterns & Meshes | Typography & Text Effects | Layers & Grouping | Alignment, Guides & Smart Guides | Creating Icons, Logos & Illustrations
Graphic Design Basics | Design Principles (Balance, Contrast, Alignment, Repetition, Proximity, Hierarchy) | Color Theory & Psychology | Typography (Fonts, Pairing, Readability) | Layout & Composition (Grids, White Space, Rule of Thirds) | Branding & Visual Identity | Logo Design | Print Design (Posters, Flyers, Brochures, Business Cards) | Digital Design (Social Media Graphics, Web Banners, Ads) | Tools & Software
Video Editing Basics | Understanding Video Formats & Codecs | Timeline & Sequence Editing | Cutting, Trimming & Splitting Clips | Transitions & Effects | Audio Editing & Syncing | Adding Titles & Text | Color Correction & Grading | Motion Graphics & Animation | Green Screen & Chroma Keying | Keyframing & Speed Adjustments (Slow Motion, Time-lapse) | Multicam Editing | Storyboarding & Planning
70+ Modules