Courses
Ezhil Learning Platform – Certification & Career-Oriented Programs
At Ezhil Learning Platform, we offer structured, industry-focused courses designed for beginners, students, working professionals, and non-IT learners.
All our programs are created by a Computer Science Professor with 10+ years of teaching experience and follow a step-by-step learning path from Foundation to Professional level.
🎓 Course Completion Certificate
👨🏫 One-to-One Coding Training Available
🌍 Suitable for All Age Groups (IT & Non-IT Background)
🐍 Python Programming
From Basics to Professional Development
🟢 Foundation Level
• Python Setup & IDE
• Variables & Data Types
• Operators & Input/Output
• Conditions & Loops
• Functions Basics
• Lists, Tuples & Sets
• Basic Programs & Logic Building
🟡 Advanced Level
• Object-Oriented Programming (OOP)
• Strings & Dictionaries
• File Handling
• Exception Handling
• Modules & Packages
• Libraries Usage
• Mini Project
🔴 Professional Level
• NumPy & Pandas
• Database Connectivity
• API Handling
• Automation Scripts
• Introduction to Data Science
• Real-Time Project
💻 C Programming
Strong Foundation in Core Programming
🟢 Foundation
• C Syntax & Structure
• Data Types & Operators
• Control Statements
• Loops & Input/Output
🟡 Advanced
• Functions & Recursion
• Arrays & Strings
• Pointers
• Structures & Unions
• File Handling
🔴 Professional
• Dynamic Memory Allocation
• Advanced Pointers
• Linked List
• Stack & Queue
• System-Level Basics
🔷 C++ Programming
Object-Oriented Programming & Data Structures
🟢 Foundation
• C++ Basics & Syntax
• Variables & Data Types
• Conditions & Loops
• Functions
🟡 Advanced
• OOP Concepts
• Constructors & Destructors
• Inheritance
• Polymorphism
• File Handling
• STL Basics
🔴 Professional
• Templates
• Exception Handling
• Data Structures
• Algorithms Basics
• Advanced STL
• Final Project
☕ Java Programming
Beginner to Industry-Level Java Development
🟢 Foundation
• Java Setup & Syntax
• Variables & Methods
• Loops & Conditions
• Basic Programs
🟡 Advanced
• OOP Concepts
• Classes & Objects
• Interfaces
• Exception Handling
• File Handling
• Collections
🔴 Professional
• Multithreading
• JDBC (Database Connectivity)
• API Usage
• Debugging Techniques
• Project Development
🌐 JavaScript Programming
Frontend & Modern Web Development
🟢 Foundation
• JavaScript Basics
• Variables & Operators
• Conditions & Loops
• Functions
🟡 Advanced
• Arrays & Objects
• DOM Manipulation
• Events Handling
• Form Validation
• ES6 Features
🔴 Professional
• Async Programming
• APIs & JSON
• Local Storage
• Advanced DOM
• Frontend Project
🗄 MySQL Database
Database Design & Management
🟢 Foundation
• Database Concepts
• Tables & Data Types
• SELECT Queries
• INSERT / UPDATE / DELETE
🟡 Advanced
• WHERE, GROUP BY
• Joins
• Subqueries
• Constraints & Indexes
🔴 Professional
• Stored Procedures
• Triggers
• Views
• Database Design
🤖 Artificial Intelligence (AI)
From AI Basics to Professional Applications
🟢 Foundation – AI Fundamentals
• Introduction to AI & Intelligent Systems
• Types of AI
• Real-World AI Applications
• Basics of Python for AI
• Machine Learning Concepts
• Search Algorithms (BFS, DFS)
🟡 Advanced – Applied AI
• AI Problem Modeling
• Knowledge Representation
• Rule-Based Systems
• Neural Network Basics
• NLP & Computer Vision Introduction
• AI Ethics & Responsible AI
🔵 Professional – AI Development
• Deep Learning Introduction
• CNN & RNN Concepts
• AI Model Training Workflow
• AI for Automation & Chatbots
• Image Processing
• Deployment Concepts & Case Studies
📊 Data Analytics
Business & Data Interpretation Skills
🟢 Foundation
• Data Types & Sources
• Excel Basics
• Data Cleaning
• Descriptive Statistics
• Charts & Dashboards
• Intro to SQL
🟡 Advanced
• Advanced Excel
• SQL Queries
• Data Visualization (Power BI / Tableau Intro)
• Data Interpretation
• Business Metrics
🔵 Professional
• Data Modeling
• KPI Analysis
• Real Business Case Studies
• Dashboard Projects
• Reporting & Insights
📈 Data Science
Complete Data Science Career Path
🟢 Foundation
• Python for Data Science
• NumPy & Pandas
• Data Cleaning
• Statistics Basics
🟡 Advanced
• Data Visualization
• Feature Engineering
• Intro to Machine Learning
• Data Wrangling
🔵 Professional
• Machine Learning Models
• Model Evaluation
• Predictive Modeling
• Real Dataset Projects
🧠 Machine Learning & Deep Learning
Advanced AI Specialization Programs
Machine Learning
• Supervised & Unsupervised Learning
• Regression & Classification
• Decision Trees & Random Forest
• Model Tuning & Optimization
• ML Pipelines & Deployment
Deep Learning
• Neural Network Basics
• CNN & RNN Concepts
• Image & NLP Models
• Real-Time AI Projects
🎓 ML & AI Internship Program
Certification: Machine Learning & Artificial Intelligence Internship
• Real Dataset Handling
• Data Preprocessing
• Feature Selection
• Model Building & Training
• Accuracy Evaluation
• Project Documentation
• Final Project Submission