+91 934 490 6974
+1 732 660 9537
+91 934 490 6974
Eight week Summer program with three sessions per week - AI /Robotics/Python
Advanced Level Coding Camp
+1 732 660 9537
+1 732 660 9537
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Advanced functions: lambda functions, closures
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Generators and iterators: understanding and implementing generators
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Decorators: creating and using decorators for function modification
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Metaprogramming: understanding metaclasses and class modification
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Advanced data structures: heaps, trees, graphs
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Algorithmic complexity analysis: Big O notation and its applications
S2
S3
S1
Week 1-2: Advanced Python Programming
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Robot kinematics: forward and inverse kinematics
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Dynamics: understanding robot motion and forces
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Introduction to control theory: PID controllers, state-space representation
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Designing control systems for robotic applications
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Sensor fusion techniques for robot perception
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Localization algorithms: Kalman filters, particle filters
S5
S6
S4
Week 3-4: Robotics Fundamentals
+1 732 660 9537
+1 732 660 9537
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Overview of machine learning: supervised vs. unsupervised learning
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Basics of classification and regression algorithms
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Understanding artificial neural networks (ANNs)
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Training deep neural networks: optimization techniques, regularization
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Architecture of CNNs and their applications in computer vision
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Transfer learning and fine-tuning pre-trained CNNs
S8
S9
S7
Week 5-6: Artificial Intelligence and Machine Learning
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Introduction to NLP: tokenization, stemming, and text classification
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Building NLP models with recurrent neural networks (RNNs) and transformers
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Basics of reinforcement learning (RL) and its applications
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Q-learning, policy gradients, and deep Q-networks (DQN)
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Students work on a comprehensive project integrating robotics, AI, and Python programming skills
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Project presentations
S11
S12
Week 7-8: Advanced AI Applications and Projects
Grade selection
Buds - For Beginners
Sprouts - Early Learners
Vine - Middle Learners
Flowers - High School
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2G Auer Ct.,
East Brunswick, NJ 08816
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