Dr. Janibul Bashir

@UC2w3BxpE2BLRldl7fnqLDLw - 1.8K subscribers

This channel contains videos from courses taught and lectures delivered by Dr. Janibul Bashir (www.janibbashir.com/). Janibul Bashir is an Assistant Professor of Information Technology at National Institute of Technology, Srinagar. Previously, he was a software engineer at samsung research india. His current broader research interests are in computer architecture, intelligent systems, and on-chip security.

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Lecture 12 | Linear Regression | Curve Fitting | Regression Problem | Gradient Descent

Lecture 12 | Linear Regression | Curve Fitting | Regression Problem | Gradient Descent Dr. Janibul Bashir

1 hour ago

Lecture 13 | Gradient Descent | Linear Regression | Matrix Formulation | Mean Square Error

Lecture 13 | Gradient Descent | Linear Regression | Matrix Formulation | Mean Square Error Dr. Janibul Bashir

2 views - 1 hour ago

Lecture 11 | ROC Curve | Precision Recall Curve | Area Under Curve | AUC | Explanation

Lecture 11 | ROC Curve | Precision Recall Curve | Area Under Curve | AUC | Explanation Dr. Janibul Bashir

18 views - 1 day ago

Lecture 10 | Classification Metrics | Recall | Precision | Confusion Matrix | Accuracy

Lecture 10 | Classification Metrics | Recall | Precision | Confusion Matrix | Accuracy Dr. Janibul Bashir

10 views - 1 day ago

Lecture 8 | Multi Class Classification | One Vs All | Softmax Regression | One Hot Vector

Lecture 8 | Multi Class Classification | One Vs All | Softmax Regression | One Hot Vector Dr. Janibul Bashir

39 views - 1 week ago

Lecture 9 | Multi class Loss | Cross Entropy Loss | Log Likelihood

Lecture 9 | Multi class Loss | Cross Entropy Loss | Log Likelihood Dr. Janibul Bashir

36 views - 1 week ago

Lecture 7 | Gradient Descent | Logistic Regression | Contour Plots | Cross Entropy Loss

Lecture 7 | Gradient Descent | Logistic Regression | Contour Plots | Cross Entropy Loss Dr. Janibul Bashir

59 views - 1 week ago

Lecture 5 | Probabilistic Modelling | Log Likelihood | Maximum Likelihood Estimation

Lecture 5 | Probabilistic Modelling | Log Likelihood | Maximum Likelihood Estimation Dr. Janibul Bashir

73 views - 1 week ago

Lecture 6 | Logistic Regression | Sigmoid Function | Gradients | Cross Entropy Loss

Lecture 6 | Logistic Regression | Sigmoid Function | Gradients | Cross Entropy Loss Dr. Janibul Bashir

64 views - 1 week ago

Lecture 3 | Linear Classifier | Hypothesis Function | Linearly Separable Data | Naive Method | Loss

Lecture 3 | Linear Classifier | Hypothesis Function | Linearly Separable Data | Naive Method | Loss Dr. Janibul Bashir

105 views - 1 week ago

Lecture 4 | Perceptron Algorithm | Parameter Update | Linear Classifier

Lecture 4 | Perceptron Algorithm | Parameter Update | Linear Classifier Dr. Janibul Bashir

102 views - 1 week ago

Lecture 2 | Supervised Learning | Linearly Separable Dataset | Linear Classifier

Lecture 2 | Supervised Learning | Linearly Separable Dataset | Linear Classifier Dr. Janibul Bashir

124 views - 2 weeks ago

Lecture 1 | Introduction to Machine Learning | Supervised Learning | Unsupervised | Reinforcement

Lecture 1 | Introduction to Machine Learning | Supervised Learning | Unsupervised | Reinforcement Dr. Janibul Bashir

182 views - 2 weeks ago

Operating Systems | RAIDs | Redundant Array of Inexpensive Disks

Operating Systems | RAIDs | Redundant Array of Inexpensive Disks Dr. Janibul Bashir

291 views - 8 months ago

Operating Systems | File System Structure | File Allocation Table | Indexed Allocation | Anode

Operating Systems | File System Structure | File Allocation Table | Indexed Allocation | Anode Dr. Janibul Bashir

430 views - 8 months ago

Operating System | Disk Scheduling | Disk Management | Low Level Formatting | Bad Blocks | MBR

Operating System | Disk Scheduling | Disk Management | Low Level Formatting | Bad Blocks | MBR Dr. Janibul Bashir

305 views - 8 months ago

Hard Disk Drive | Magnetic Disks | Positioning Delay | Seek Time

Hard Disk Drive | Magnetic Disks | Positioning Delay | Seek Time Dr. Janibul Bashir

194 views - 8 months ago

Operating System | Input Output Devices | Polling | Interrupts | Direct Memory Access

Operating System | Input Output Devices | Polling | Interrupts | Direct Memory Access Dr. Janibul Bashir

363 views - 8 months ago

Operating System | Deadlock Avoidance | Safe State | Bankers Algorithm | Deadlock Recovery

Operating System | Deadlock Avoidance | Safe State | Bankers Algorithm | Deadlock Recovery Dr. Janibul Bashir

278 views - 9 months ago

Operating System | Concurrency Bug | Deadlock | Deadlock Conditions | Deadlock Prevention

Operating System | Concurrency Bug | Deadlock | Deadlock Conditions | Deadlock Prevention Dr. Janibul Bashir

250 views - 9 months ago

Operating Systems | Semaphores | Dining Philosophers problem | Multiple readers problem

Operating Systems | Semaphores | Dining Philosophers problem | Multiple readers problem Dr. Janibul Bashir

273 views - 9 months ago

Operating System | Concurrency | Synchronisation | Condition Variables | Producer Consumer Problem

Operating System | Concurrency | Synchronisation | Condition Variables | Producer Consumer Problem Dr. Janibul Bashir

381 views - 9 months ago

Operating System | Mutex Lock | Performance issues | Spin lock

Operating System | Mutex Lock | Performance issues | Spin lock Dr. Janibul Bashir

364 views - 9 months ago

Operating System | Mutex Lock | Atomic Instructions | TestandSet | CompareandSwap | FetchandAdd

Operating System | Mutex Lock | Atomic Instructions | TestandSet | CompareandSwap | FetchandAdd Dr. Janibul Bashir

362 views - 9 months ago

Operating System | Critical Section Problem | Mutex Lock

Operating System | Critical Section Problem | Mutex Lock Dr. Janibul Bashir

453 views - 9 months ago

28. Chapter 3 | Elimination Method | Exercise 3.3 | Question 2 | Part 3-5 | Class 10 | Part 13

28. Chapter 3 | Elimination Method | Exercise 3.3 | Question 2 | Part 3-5 | Class 10 | Part 13 Dr. Janibul Bashir

41 views - 1 year ago

27. Chapter 3 | Elimination Method | Exercise 3.3 | Question 2 Part 1-2 | Class 10 | Part 12

27. Chapter 3 | Elimination Method | Exercise 3.3 | Question 2 Part 1-2 | Class 10 | Part 12 Dr. Janibul Bashir

10 views - 1 year ago

26. Chapter 3 | Elimination Method | Exercise 3.3 | Class 10 | Question 1 | Part 11

26. Chapter 3 | Elimination Method | Exercise 3.3 | Class 10 | Question 1 | Part 11 Dr. Janibul Bashir

16 views - 1 year ago

25. Chapter 3 | Exercise 3.2 | Substitution Method | Question 3 Part 3-6 | Class 10 | Part 10

25. Chapter 3 | Exercise 3.2 | Substitution Method | Question 3 Part 3-6 | Class 10 | Part 10 Dr. Janibul Bashir

6 views - 1 year ago

24. Chapter 3 | Exercise 3.2 | Substitution Method | Question 2 and 3 Part 1 & 2 | Class 10 | Part9

24. Chapter 3 | Exercise 3.2 | Substitution Method | Question 2 and 3 Part 1 & 2 | Class 10 | Part9 Dr. Janibul Bashir

13 views - 1 year ago

23. Chapter 3 | Exercise 3.2 | Substitution Method | Question 1 | Part 4-6 | Class 10 | Part 8

23. Chapter 3 | Exercise 3.2 | Substitution Method | Question 1 | Part 4-6 | Class 10 | Part 8 Dr. Janibul Bashir

22 views - 1 year ago

22. Chapter 3 | Substitution Method | Exercise 3.2 | Question 1 | Part 1-3 | Class 10 | Part 6

22. Chapter 3 | Substitution Method | Exercise 3.2 | Question 1 | Part 1-3 | Class 10 | Part 6 Dr. Janibul Bashir

16 views - 1 year ago

21. Chapter 3 | Pair of Linear Equations | Exercise 3.1 | Class 10 | Questions 5, 6, 7 | Part 6

21. Chapter 3 | Pair of Linear Equations | Exercise 3.1 | Class 10 | Questions 5, 6, 7 | Part 6 Dr. Janibul Bashir

16 views - 1 year ago

20. Chapter 3 | Pair of Linear Equations | Exercise 3.1 | Questions 2, 3, 4 | Part 5

20. Chapter 3 | Pair of Linear Equations | Exercise 3.1 | Questions 2, 3, 4 | Part 5 Dr. Janibul Bashir

9 views - 1 year ago

19. Chapter 3 | Pair of Linear Equations | Exercise 3 1 | Question 1 | Part 4

19. Chapter 3 | Pair of Linear Equations | Exercise 3 1 | Question 1 | Part 4 Dr. Janibul Bashir

8 views - 1 year ago

18. Chapter 3 | Pair of Linear Equations | Graphical Solution | Consistant | Inconsistant | Part 3

18. Chapter 3 | Pair of Linear Equations | Graphical Solution | Consistant | Inconsistant | Part 3 Dr. Janibul Bashir

12 views - 1 year ago

17. Chapter 3 | Pair of Linear Equations | Graphs of Equations | Graph Relationships | Part 2

17. Chapter 3 | Pair of Linear Equations | Graphs of Equations | Graph Relationships | Part 2 Dr. Janibul Bashir

8 views - 1 year ago

16. Chapter 3 | Pair of Linear Equations | Straight Line Equation| Graphical Representation | Part 1

16. Chapter 3 | Pair of Linear Equations | Straight Line Equation| Graphical Representation | Part 1 Dr. Janibul Bashir

8 views - 1 year ago

14. Chapter 2 | Polynomials | Zeroes and Co-efficients | Class 10 | Part 5

14. Chapter 2 | Polynomials | Zeroes and Co-efficients | Class 10 | Part 5 Dr. Janibul Bashir

25 views - 1 year ago

15. Chapter 2 | Polynomials | Cubic Polynomial and its Zeroes | Exercise 2.2 | Part 6

15. Chapter 2 | Polynomials | Cubic Polynomial and its Zeroes | Exercise 2.2 | Part 6 Dr. Janibul Bashir

10 views - 1 year ago

13. Chapter 2 | Polynomials | Zeroes of a Quadratic Equation | Class 10th | Part 4

13. Chapter 2 | Polynomials | Zeroes of a Quadratic Equation | Class 10th | Part 4 Dr. Janibul Bashir

22 views - 1 year ago

12. Chapter 2 | Polynomials | Geometric meaning of Zeroes | Class 10 | Part 3

12. Chapter 2 | Polynomials | Geometric meaning of Zeroes | Class 10 | Part 3 Dr. Janibul Bashir

17 views - 1 year ago

10. Chapter 2 | Polynomials | Introduction | Class 10 | Part 1

10. Chapter 2 | Polynomials | Introduction | Class 10 | Part 1 Dr. Janibul Bashir

12 views - 1 year ago

11. Chapter 2 | Polynomials | Zeroes of a Polynomial | Class 10 | Part 2

11. Chapter 2 | Polynomials | Zeroes of a Polynomial | Class 10 | Part 2 Dr. Janibul Bashir

24 views - 1 year ago

8. Chapter 1 | Real Numbers | Irrational Numbers | Proofs | Class 10th | Part 8

8. Chapter 1 | Real Numbers | Irrational Numbers | Proofs | Class 10th | Part 8 Dr. Janibul Bashir

12 views - 1 year ago

4. Chapter 1 | Real Numbers | Class 10 | Highest Common Factor | HCF | GCD | Part 4

4. Chapter 1 | Real Numbers | Class 10 | Highest Common Factor | HCF | GCD | Part 4 Dr. Janibul Bashir

6 views - 1 year ago

9. Chapter 1 | Real Numbers | Exercise 1.2 | Class 10 | Part 9

9. Chapter 1 | Real Numbers | Exercise 1.2 | Class 10 | Part 9 Dr. Janibul Bashir

9 views - 1 year ago

6. Chapter 1 | Real Numbers | Exercise 1.1 | Class 10 | Part 6

6. Chapter 1 | Real Numbers | Exercise 1.1 | Class 10 | Part 6 Dr. Janibul Bashir

4 views - 1 year ago

7. Chapter 1 | Real Numbers | Categorization of Numbers | Class 10 | Part 7

7. Chapter 1 | Real Numbers | Categorization of Numbers | Class 10 | Part 7 Dr. Janibul Bashir

4 views - 1 year ago

5. Chapter 1 | Real Numbers | 10th class | Least Common Multiple | Part 5

5. Chapter 1 | Real Numbers | 10th class | Least Common Multiple | Part 5 Dr. Janibul Bashir

10 views - 1 year ago

3. Chapter 1 | Real Numbers | Class 10 | Prime Factorisation Numericals | Part 3

3. Chapter 1 | Real Numbers | Class 10 | Prime Factorisation Numericals | Part 3 Dr. Janibul Bashir

7 views - 1 year ago

2. Chapter 1 | Real Numbers | Class 10 | Theorem of Arithmetic | Prime Factorisation | Part 2

2. Chapter 1 | Real Numbers | Class 10 | Theorem of Arithmetic | Prime Factorisation | Part 2 Dr. Janibul Bashir

33 views - 1 year ago

1. Chapter 1 | Real Numbers | Class 10 | Understanding Factors | Part 1

1. Chapter 1 | Real Numbers | Class 10 | Understanding Factors | Part 1 Dr. Janibul Bashir

151 views - 1 year ago

Paging Review | Limitations | Translation Lookaside Buffer | TLB | Operating System View

Paging Review | Limitations | Translation Lookaside Buffer | TLB | Operating System View Dr. Janibul Bashir

341 views - 2 years ago

Lecture 36 | Flynns Classification | Multithreading | Coarse Grained | Simultaneous multithreading

Lecture 36 | Flynns Classification | Multithreading | Coarse Grained | Simultaneous multithreading Dr. Janibul Bashir

1.1K views - 3 years ago

Lecture 35 | Multiprocessors | Muli-Cores | Loosely Coupled | Strongly Coupled | Moore's Law

Lecture 35 | Multiprocessors | Muli-Cores | Loosely Coupled | Strongly Coupled | Moore's Law Dr. Janibul Bashir

670 views - 3 years ago

Lecture 34 | Paging | Page Tables (Single Multiple and Inverted) | Translation Lookaside Buffer

Lecture 34 | Paging | Page Tables (Single Multiple and Inverted) | Translation Lookaside Buffer Dr. Janibul Bashir

697 views - 3 years ago

Lecture 8 | Regularization in Machine Learning| Ridge | Lasso | Early Stopping | Cross validation

Lecture 8 | Regularization in Machine Learning| Ridge | Lasso | Early Stopping | Cross validation Dr. Janibul Bashir

389 views - 3 years ago

Lecture 33 | Segmentation | Segment Registers | Global Descriptor Table | Paging Introduction

Lecture 33 | Segmentation | Segment Registers | Global Descriptor Table | Paging Introduction Dr. Janibul Bashir

537 views - 3 years ago

Lecture 7 | Generalization | Underfitting | Overfitting | Learning Curves | Bias-Variance Tradeoff

Lecture 7 | Generalization | Underfitting | Overfitting | Learning Curves | Bias-Variance Tradeoff Dr. Janibul Bashir

435 views - 3 years ago