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THEORY OF COMPUTATION- LECTURE #22- Pumping Lemma for regular grammar - the proof
COMPILER DESIGN LECTURE- 23, Syntax Directed Definition and Syntax Directed Translation
THEORY OF COMPUTATION-LECTURE #28 -Context Free Grammar
Regularization Techniques
THEORY OF COMPUTATION- LECTURE #30- Simplification of Context Free Grammars( CFG)
SPACE COMPLEXITY - DSPACE, NSPACE, PSPACE, NPSPACE
Linear Regression - Part 2: Gradient Descent and Matrix Solutions
GATE/NET -Frequently asked questions- Data Structures- Part 3- Linked Lists
COMPUTATIONAL COMPLEXITY LECTURE - Rice's Theorem
COMPILER DESIGN LECTURE - 27, Bottom Up evaluation of S- attributed definitions
CSE GATE/NET Previous year solved questions- Data structures-#2 - Stacks and Queues
THEORY OF COMPUTATION- LECTURE #40- Variants of Turing Machines- Non deterministic & Enumerator TMs
Introduction to Deep Learning
COMPILER DESIGN LECTURE -33, Translation Schemes for conversion of Boolean expressions into 3AC
THEORY OF COMPUTATION - LECTURE #29- Writing Context Free grammars
CLIQUE IS NP-COMPLETE : The Proof
Back Propagation in Feed Forward Neural Networks
Approximation Algorithm for Travelling Salesman Problem
Optimization Techniques
THEORY OF COMPUTATION- LECTURE-#27- Acceptance of a PDA by Final State and Empty Stack
COMPILER DESIGN LECTURE-19, Operator Precedence Parser
COMPILER DESIGN LECTURE- 35, Code Optimisation Part-2, Local Optimisation
THEORY OF COMPUTATION-Lecture 5 - Extended Transition Functions and Language acceptability of DFA
THEORY OF COMPUTATION- Lecture-#26- Designing Push Down Automata - Part2
THEORY OF COMPUTATION- LECTURE #33- Proof of Equivalence of CFG and NPDA
Approximation Algorithm for Vertex Cover
COMPILER DESIGN LECTURE-38, A simple Code Generation Algorithm
THEORY OF COMPUTATION-Lecture-#38- Turing Machine as acceptors - Designing Examples
Ensemble Methods
THEORY OF COMPUTATION- Lecture #36- Context Sensitive Grammar (CSG) and Linear Bounded Automata(LBA)
COMPILER DESIGN - LECTURE -9, Context Free Grammar (CFG)
COMPILER DESIGN LECTURE - 13, Left Factoring
Computational Complexity- Randomized algorithms&Probabilistic Complexity classes - RP, CoRP, BPP&ZPP
Approximation Algorithms for Minimum Partitioning
Computation Complexity- Proof that PRIMES is in class CoRP
Approximation Algorithms for Bin Packing Problem
Logistic Regression Classifier with examples
Linear Regression-Part 1
Practical Challenges in Neural Network Training- Overfitting, Vanishing & exploding gradients & more
Multi Layer Perceptron (MLP) / Feed Forward Neural Networks
Decision Tree Algorithm _ Iterative Dichotomiser -3 (ID3) with examples
Interactive Proof Systems and class IP
THEORY OF COMPUTATION-LECTURE #39-Designing Turing Machine as Transducers
THEORY OF COMPUTATION -LECTURE # 43 - Recursive and Recursively enumerable languages