Infinityions AI Labs | Comprehensive Curriculum 2026

Comprehensive Curriculum 2026

Explore our detailed curriculum across all programs. From foundational concepts to advanced specialization, we have a path for every learner.

Explore Curriculum

AI & Machine Learning Curriculum

Programming & Tools

Python, NumPy, Pandas
Jupyter Notebooks, Google Colab
Git & Version Control
SQL for Data Analysis
Docker & Environment Setup

Machine Learning

Supervised Learning (Regression, Classification)
Unsupervised Learning (Clustering, PCA)
Ensemble Methods (Random Forest, XGBoost)
Model Evaluation & Validation
Feature Engineering & Selection

Deep Learning

Neural Networks & Backpropagation
CNNs for Computer Vision
RNNs, LSTMs for Sequences
Transformers & Attention Mechanisms
GANs & Autoencoders

Computer Vision

Image Processing with OpenCV
Object Detection (YOLO, SSD)
Image Segmentation
Face Recognition Systems
Generative Models for Images

Robotics & IoT Curriculum

Microcontrollers

Arduino Programming
Raspberry Pi & GPIO
ESP32 & WiFi/Bluetooth
Sensor Interfacing
Actuator Control (Motors, Servos)

Robotics Fundamentals

Kinematics & Dynamics
Motor Control (DC, Servo, Stepper)
Encoders & Feedback Systems
PID Control
Obstacle Avoidance Algorithms

IoT & Connectivity

WiFi & Bluetooth Protocols
MQTT & HTTP Communication
Cloud Platforms (AWS IoT, ThingSpeak)
Data Visualization Dashboards
Edge Computing Fundamentals

Advanced Topics

ROS (Robot Operating System)
Computer Vision for Robots
SLAM & Autonomous Navigation
Drone Programming
PLC & Industrial Automation

IITJEE Foundation Curriculum

Mathematics

Algebra & Calculus
Coordinate Geometry
Trigonometry
Vectors & 3D Geometry
Probability & Statistics

Physics

Mechanics
Electrodynamics
Optics & Waves
Thermodynamics
Modern Physics

Chemistry

Physical Chemistry
Organic Chemistry
Inorganic Chemistry
Reaction Mechanisms
Periodic Properties

Problem Solving

JEE Main Pattern Problems
JEE Advanced Level Questions
Mock Test Series
Previous Year Papers
Doubt Solving Sessions

NEET Foundation Curriculum

Biology

Human Physiology
Plant Kingdom
Genetics & Evolution
Cell Biology
Ecology & Environment

Physics for NEET

Mechanics
Thermodynamics
Optics & Waves
Electrodynamics
Modern Physics

Chemistry for NEET

Physical Chemistry
Organic Chemistry
Inorganic Chemistry
Biomolecules
Chemical Bonding

NEET Preparation

Topic-wise Tests
Full-length Mock Tests
Previous Year Analysis
Doubt Clearing Sessions
Performance Tracking

Olympiad & NTSE Curriculum

Mathematics Olympiad

Number Theory
Algebra & Inequalities
Combinatorics
Geometry
Problem Solving Strategies

Science Olympiad

Physics Olympiad Problems
Chemistry Olympiad
Biology Olympiad
Experimental Skills
Previous Year Papers

NTSE Preparation

Mental Ability Test (MAT)
Scholastic Aptitude Test (SAT)
Language Test
Logical Reasoning
Stage 1 & Stage 2 Strategy

Cyber Olympiad

Computer Fundamentals
Programming Basics
Cyber Security
Logical Reasoning
Mock Tests

Foundation Program (Class 5-7) Curriculum

Mathematics Foundation

Number Systems
Basic Algebra
Geometry Fundamentals
Mensuration
Data Handling

Science Foundation

Physics - Motion, Light, Sound
Chemistry - Matter, Elements
Biology - Plants, Animals, Human Body
Environmental Science
Scientific Method

Logical Reasoning

Patterns & Sequences
Analogies
Coding-Decoding
Blood Relations
Venn Diagrams

Intro to AI & Robotics

What is AI?
Block-based Coding (Scratch)
Simple Chatbots
LEGO Robotics Basics
AI Ethics

Learning Paths by Grade

Structured curriculum designed for each grade level

Class 5-7

Foundation Program with introduction to AI, Robotics, and core concepts

Class 7-12

Foundation Program with introduction to AI, Robotics, and core concepts