Канал: Machine Learning Techniques

Previous term paper-1

Previous term paper-1

Revision session Week 5 and 6

Revision session Week 5 and 6

Week-9|Solve with us

Week-9|Solve with us

Week-9|Doubt session

Week-9|Doubt session

Week-9|coding session

Week-9|coding session

Week-9|TA session-1

Week-9|TA session-1

Week-8|Coding session

Week-8|Coding session

Week-8|Solve with us

Week-8|Solve with us

Week-8|Summary session

Week-8|Summary session

Week-7|coding session

Week-7|coding session

Week-7|Solve with us

Week-7|Solve with us

Week-7|Summary session

Week-7|Summary session

Solve with us Week 6

Solve with us Week 6

Week-6|TA session-1

Week-6|TA session-1

Week 6 summary session

Week 6 summary session

Week-5|Solve with us

Week-5|Solve with us

Week-5|Summary session

Week-5|Summary session

Week-5|TA session-1

Week-5|TA session-1

Revision session 2

Revision session 2

Previous term discussion-3

Previous term discussion-3

Previous term discussion-2

Previous term discussion-2

Previous term discussion

Previous term discussion

Revision-1

Revision-1

Week-4|TA Session-3

Week-4|TA Session-3

Week 4 theory session

Week 4 theory session

Week-4|TA Session-2

Week-4|TA Session-2

Week-4|TA Session-1

Week-4|TA Session-1

Week 4 theory session

Week 4 theory session

Week-3|TA session-2

Week-3|TA session-2

Solve with us Week 3

Solve with us Week 3

Week-3|TA Session-1

Week-3|TA Session-1

Week-3 theory session

Week-3 theory session

Week-2|Problem solving session

Week-2|Problem solving session

Week-2|TA session-1

Week-2|TA session-1

Week-2|Theory Session

Week-2|Theory Session

Week-1|TA-session-2

Week-1|TA-session-2

Week-1|TA session-1

Week-1|TA session-1

Week-1|Problem solving

Week-1|Problem solving

Week-1|Theory session

Week-1|Theory session

MLT Workshop: Day-4

MLT Workshop: Day-4

MLT Workshop: Day-3

MLT Workshop: Day-3

MLT Workshop: Day-2

MLT Workshop: Day-2

MLT Workshop: Day-1

MLT Workshop: Day-1

Revision | Weeks 11 and 12

Revision | Weeks 11 and 12

PYQ Session-2

PYQ Session-2

PYQ Session 1

PYQ Session 1

Revision | Weeks 9 and 10

Revision | Weeks 9 and 10

Week-12 | Loss functions, Neural Networks

Week-12 | Loss functions, Neural Networks

Week-11 and 12 | TA Session-2

Week-11 and 12 | TA Session-2

Week-11 | Soft-margin SVM and AdaBoost

Week-11 | Soft-margin SVM and AdaBoost

Week-10 | TA Session-2

Week-10 | TA Session-2

Week-11 and 12 | TA Session-1

Week-11 and 12 | TA Session-1

Week-10 | Practice

Week-10 | Practice

Week-10 | Theory

Week-10 | Theory

Week-10 | TA Session-1

Week-10 | TA Session-1

Week-9 | Problem Solving

Week-9 | Problem Solving

Week-9 | TA Session-2

Week-9 | TA Session-2

Week-9, TA Session-1

Week-9, TA Session-1

Week-9 | Session-1

Week-9 | Session-1

Quiz-2 | PYQ Session-2

Quiz-2 | PYQ Session-2

Quiz-2 | Revision | Week-8

Quiz-2 | Revision | Week-8

Quiz-2 | Revision | Weeks 6 and 7

Quiz-2 | Revision | Weeks 6 and 7

Quiz-2 | PYQ | Session-1

Quiz-2 | PYQ | Session-1

Quiz-2 | Revision | Week 5

Quiz-2 | Revision | Week 5

Week-8, Session-1

Week-8, Session-1

MLTWeek7

MLTWeek7

Week-7, TA Session-2

Week-7, TA Session-2

Week-7, TA Session-1

Week-7, TA Session-1

Week-7, Session-1

Week-7, Session-1

Week-6, Session-2

Week-6, Session-2

Week-6, TA Session-1

Week-6, TA Session-1

Week-6, Session-1

Week-6, Session-1

Week-5, Session-2

Week-5, Session-2

Week-5, TA Session-2

Week-5, TA Session-2

Week-5, TA Session-1

Week-5, TA Session-1

MLT TA Session

MLT TA Session

Week-5 | Session-1

Week-5 | Session-1

Revision Session Week 3& 4

Revision Session Week 3& 4

Quiz-1 | PYQ Session-2

Quiz-1 | PYQ Session-2

Quiz-1 | PYQ Session-1

Quiz-1 | PYQ Session-1

Quiz-1 | Revision | Weeks 1 and 2

Quiz-1 | Revision | Weeks 1 and 2

Week-4, Session-2

Week-4, Session-2

Week-4 | TA-Session-2

Week-4 | TA-Session-2

Week-4, TA-Session-1

Week-4, TA-Session-1

Week-4, Session-1

Week-4, Session-1

Week-3, Session-2

Week-3, Session-2

Week-3, TA Session-2

Week-3, TA Session-2

Week-3, TA-Session-1

Week-3, TA-Session-1

Week-3, Session-1

Week-3, Session-1

Week-2, Session-2

Week-2, Session-2

Week-2, TA Session-2

Week-2, TA Session-2

Week-2, TA Session-1

Week-2, TA Session-1

Week-2, Session-1

Week-2, Session-1

Week-1, TA Session-1

Week-1, TA Session-1

MLT Lecture-3

MLT Lecture-3

MLT Lecture-3: Linear Algebra Review

MLT Lecture-3: Linear Algebra Review

MLT Lecture-1: Linear Algebra Review

MLT Lecture-1: Linear Algebra Review

MLT Orientation

MLT Orientation

MLT| Revision session

MLT| Revision session

Revision session

Revision session

MLT | Week 12 | SWI

MLT | Week 12 | SWI

MLT| Week 12 | Summary session

MLT| Week 12 | Summary session

Week-11(Open session)

Week-11(Open session)

Week-10 swi

Week-10 swi

Week-10

Week-10

Week 9 | Summary session

Week 9 | Summary session

Revision-2

Revision-2

Quiz-2 revision(Week-6)

Quiz-2 revision(Week-6)

Week-8

Week-8

Week-7

Week-7

MLT WEEK 6 (Summary + SWI)

MLT WEEK 6 (Summary + SWI)

MLT | Week 5 | SWI

MLT | Week 5 | SWI

MLT | Week 5

MLT | Week 5

Revision session-2

Revision session-2

Quiz-1 revision(Week 1 & 3 )

Quiz-1 revision(Week 1 & 3 )

Week-4 (Summary+ SWI)

Week-4 (Summary+ SWI)

Week-4

Week-4

MLT Week-3 Practice+ SWI( Jan-24)

MLT Week-3 Practice+ SWI( Jan-24)

MLT Week-3 revision (Jan-24)

MLT Week-3 revision (Jan-24)

Week 2| SWI

Week 2| SWI

Week-2| Summary session

Week-2| Summary session

MLT Week-1 (Jan-24) Session-2

MLT Week-1 (Jan-24) Session-2

MLT sept (jan-2024 ) Week-1

MLT sept (jan-2024 ) Week-1

MLT revision session (End term)

MLT revision session (End term)

Week-12-SWI-Part-2

Week-12-SWI-Part-2

Week-12-OpenAndSWI

Week-12-OpenAndSWI

Week-11 SWI

Week-11 SWI

MLT Week -10 (Summary +Activity questions)

MLT Week -10 (Summary +Activity questions)

Week-7 | Tutorial | MLT

Week-7 | Tutorial | MLT

Revision session-2

Revision session-2

Quiz-2-Revision

Quiz-2-Revision

MLT Week -9 (Logistic regression summary + Activity + Practice question )

MLT Week -9 (Logistic regression summary + Activity + Practice question )

MLT Week -9 (Perceptron)

MLT Week -9 (Perceptron)

Week-8 SWI

Week-8 SWI

MLT Week-8 (Summary + Activity Session)

MLT Week-8 (Summary + Activity Session)

Week-7 SWI

Week-7 SWI

Week-7(Open session)

Week-7(Open session)

MLT Week-6 (Summary +SWI)

MLT Week-6 (Summary +SWI)

Week-5 Summary and Solve with us

Week-5 Summary and Solve with us

Week-6 | Tutorial | MLT

Week-6 | Tutorial | MLT

Revision session(Week-4)

Revision session(Week-4)

MLT Sept term quiz-1 revision session

MLT Sept term quiz-1 revision session

Week-4 | Tutorial | MLT

Week-4 | Tutorial | MLT

Week-4 (GMM +EM)

Week-4 (GMM +EM)

Week-4 summary session

Week-4 summary session

MLT Week-3 (open session + Activity & Practice questions)

MLT Week-3 (open session + Activity & Practice questions)

MLT Week-3 summary session

MLT Week-3 summary session

Week2-KernelPCA

Week2-KernelPCA

Week-2 | Tutorial | MLT

Week-2 | Tutorial | MLT

MLT Week-1 (Practice +open session)

MLT Week-1 (Practice +open session)

Week-1 | Tutorial | MLT

Week-1 | Tutorial | MLT

Week-3 | Tutorial | MLT

Week-3 | Tutorial | MLT

Week-5 | Tutorial | MLT

Week-5 | Tutorial | MLT

End Term Revision -2 Week 11,12

End Term Revision -2 Week 11,12

End Term Revision-1

End Term Revision-1

Week-12 Open session

Week-12 Open session

Week 11 Open + Activity and Practice Session

Week 11 Open + Activity and Practice Session

Week-10 Open session

Week-10 Open session

Week 9 Activity and Practice Questions

Week 9 Activity and Practice Questions

Week-9: Perceptron and Logistic Regression

Week-9: Perceptron and Logistic Regression

Week-9 | Open Session

Week-9 | Open Session

Revision session 2 (Week 7&8 for Quiz 2)

Revision session 2 (Week 7&8 for Quiz 2)

MLT Quiz 2 Revision Session 1

MLT Quiz 2 Revision Session 1

Week-8 Summary (Naive Bayes)

Week-8 Summary (Naive Bayes)

Week-7 Summary

Week-7 Summary

Week 6 Open Session MLT May 2023

Week 6 Open Session MLT May 2023

Quiz 1 Revision Session 2 MLT May 2023

Quiz 1 Revision Session 2 MLT May 2023

Quiz 1 Revision Session 1 MLT

Quiz 1 Revision Session 1 MLT

MLT Week 5 Activity + Practice Ques

MLT Week 5 Activity + Practice Ques

MLT Week 5 Open Session May 23

MLT Week 5 Open Session May 23

Week-4 (GMM+EM)

Week-4 (GMM+EM)

Week-4 Summary session

Week-4 Summary session

Week 3 Activity And Practice Questions MLT May 2023

Week 3 Activity And Practice Questions MLT May 2023

Week 3 Open Session MLT May 23

Week 3 Open Session MLT May 23

Week-2 Summary +Open session

Week-2 Summary +Open session

Week-2 Summary session

Week-2 Summary session

Week 1 Activity and Practice Questions Sessions(May Term)

Week 1 Activity and Practice Questions Sessions(May Term)

MLT Week 1 Open Session

MLT Week 1 Open Session

ET-Revision Session-3

ET-Revision Session-3

Interaction with Professor Arun

Interaction with Professor Arun

ET-Revision Session-2

ET-Revision Session-2

ET-Revision Session-1

ET-Revision Session-1

Week-12 | Summary

Week-12 | Summary

(MLT) Open Session - Week 11

(MLT) Open Session - Week 11

(MLT) Summary session- Week 11

(MLT) Summary session- Week 11

(MLT) Summary session- Week 8

(MLT) Summary session- Week 8

(MLT) Open Session - Week 8

(MLT) Open Session - Week 8

(MLT) Summary session- Week 6

(MLT) Summary session- Week 6

(MLT) Summary session- Week 5

(MLT) Summary session- Week 5

(MLT) Open session- Week 5

(MLT) Open session- Week 5

SVM (examples)

SVM (examples)

SVM (theory)

SVM (theory)

Quiz 2| Mock

Quiz 2| Mock

Quiz-2: Revision -2

Quiz-2: Revision -2

Quiz 2 Revision| Week 5 and 6

Quiz 2 Revision| Week 5 and 6

Regression: Practice Problems

Regression: Practice Problems

Logistic Regression

Logistic Regression

Perceptron

Perceptron

open session: Regularization and naive Bayes algorithm

open session: Regularization and naive Bayes algorithm

Week 8 Summary session

Week 8 Summary session