TIH IIT Palakkad CertifiedAdvanced Certification in AI with Specialization in Robotics
Master AI, Deep Learning, Computer Vision, NLP, and advanced Robotics with ROS2, SLAM, path planning, and autonomous systems through hands-on projects.
Complete Course Curriculum
Structured modules aligned with industry standards and real-world engineering.
Foundations of AI: Python, Data & ML
Key Topics:
- •Python Refresher & Environment Setup
- •NumPy for Numerical Computing
- •Pandas for Data Manipulation
- +5 more topics
Deep Learning & Computer Vision
Key Topics:
- •Neural Networks from Scratch
- •PyTorch/TensorFlow Introduction
- •CNN Fundamentals & Image Classification
- +5 more topics
Natural Language Processing & Generative AI
Key Topics:
- •Text Preprocessing and Cleaning
- •Text Embeddings (Word2Vec, GloVe)
- •RNNs & LSTMs for NLP
- +5 more topics
Capstone Project: AI Application
Key Topics:
- •End-to-end AI System Design
- •Development & Implementation
- •Deployment & Production
- +2 more topics
Robotics Fundamentals
Key Topics:
- •Robotics System Components & Kinematics
- •Forward & Inverse Kinematics (2R, 3R arms)
- •Dynamics and Control
- +5 more topics
Intelligent Robotics: Planning & Navigation
Key Topics:
- •Path Planning (A*, D*, RRT, RRT*)
- •SLAM Concepts and Implementation
- •Navigation Stack (Nav2)
- +5 more topics
Capstone Project: AI with Robotics
Key Topics:
- •End-to-end robotics problem with AI integration
- •Computer Vision + RL + Planning
- •Build robotic model with sensors & actuators
- +3 more topics
Detailed Module Breakdown
Deep dive into weekly sessions, practical labs, and evaluation milestones
Why Learn With Expertzlab
TIH IIT Palakkad certification engineered for autonomous systems & AI
Hands-on Robotics
Build real robots with ROS2, sensors, actuators, and AI-based controls
TIH IIT Palakkad Certified
Advanced certification from TIH IIT Palakkad Technology Innovation Hub
Industry Projects
Two capstone projects integrating AI, Computer Vision, RL, and Planning
Your Learning Journey
Four milestone phases from foundations to production robotics
AI & ML Foundations
Master Python, machine learning, deep learning, computer vision, and NLP with real-world projects.
Robotics Fundamentals
Learn kinematics, dynamics, sensor fusion, ROS2 architecture, and robot simulation in Gazebo.
Intelligent Systems
Implement path planning, SLAM, navigation, manipulation with MoveIt2, and reinforcement learning.
Real-World Deployment
Deploy on edge devices (Jetson), build autonomous robots, and complete industry-level capstone projects.
Your Achievement Recognized
Merit-based certification ensuring only dedicated students receive recognized credentials
TIH IIT Palakkad Backed
TIH Recognized
Lifetime Validity
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