Probability Theory and Stochastic Process (JEC-502) crash course, Online B.Tech, Semester 5:
Random processes (autocorrelation properties, WSS through LTI systems, PSD) give two long answers; the binomial distribution derivation and the large-sample…
- 5 video lessons
- 2h 18m
- Study notes
- 25 quiz questions
- Assignment
5 lessons in Probability Theory and Stochastic Process
Each lesson pairs one topic with a hand-picked video, trimmed to the part that teaches it.
About this subject
Random processes (autocorrelation properties, WSS through LTI systems, PSD) give two long answers; the binomial distribution derivation and the large-sample test (die thrown 9000 times) give the other two.
- 1
Autocorrelation, PSD and LTI response to WSS input
Must study for the exam (×7 · A7, A8, A9, A10, B5, C2, C3 2 + 2 + 2 + 2 + 5 + 15 + 15 marks · MCQ, short note, proof, derivation).
Lec 16 : Random Process through an LTI system· NPTEL IIT Delhi· 46 min
Study notes 5 quiz questionsWatch lesson - 2
Binomial distribution (and normal/standard variable)
Must study for the exam (×4 · A6, B3, B6, C1 2 + 5 + 5 + 15 marks · MCQ numerical, short note, derivation).
Binomial Distribution | Mean and Variance | By GP Sir· Dr.Gajendra Purohit· 29 min
Study notes 5 quiz questionsWatch lesson - 3
Sampling distribution and large-sample test of proportion
Must study for the exam (×2 · B2, C4 5 + 15 marks · definition, numerical).
Testing of Hypothesis for Large Sample | About Population Proportion | By GP Sir· Dr.Gajendra Purohit· 33 min
Study notes 5 quiz questionsWatch lesson - 4
Basic probability and counting
High value for the exam (×5 · A1, A2, A5, B1, B4 2 + 2 + 2 + 5 + 5 marks · MCQ, short numerical).
Lec-8: Basic Probability | Probability and Statistics· Gate Smashers· 21 min
Study notes 5 quiz questionsWatch lesson - 5
Random variables: expectation, uniform distribution
High value for the exam (×2 · A3, A4 2 + 2 marks · MCQ numerical).
Uniform Distribution | Rectangular Distribution | Mean & Variance | Moment Generating Function· Dr.Gajendra Purohit· 9 min
Study notes 5 quiz questionsWatch lesson
Assignment
JEC-502 Exam Practice Set: From Counting to Random Processes
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Hand-picked video lessons
5 short lessons, each with the best YouTube explanation we could find, trimmed to the part that matters.
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Study notes
5 lessons come with a summary, key points, key terms and takeaways for quick revision.
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Quizzes
25 questions across the course, with the right answer and why, the moment you pick.
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1 subject assignments with clear tasks, so you practise what each subject actually asks of you.
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Write notes beside the video, stamped with the exact time, and jump back to that moment later.
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A live chat right beside the video, shared by everyone studying Online B.Tech. Ask a Probability Theory and Stochastic Process doubt mid-lesson, share a shortcut, celebrate a finished semester.
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Anyone else finding Probability Theory and Stochastic Process tricky? 😅
Lesson 2 cleared it up for me. Watch it before the quiz
Doing it now, thanks!
Starting Applications of Psychology tonight if anyone wants to go together
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Probability Theory and Stochastic Process: common questions
Random processes (autocorrelation properties, WSS through LTI systems, PSD) give two long answers; the binomial distribution derivation and the large-sample test (die thrown 9000 times) give the other two. It's the Probability Theory and Stochastic Process subject of Online B.Tech, Semester 5, in 5 lessons: Autocorrelation, PSD and LTI response to WSS input; Binomial distribution (and normal/standard variable); Sampling distribution and large-sample test of proportion; Basic probability and counting; Random variables: expectation, uniform distribution.
Yes. Every video lesson is free to watch without an account. A free login unlocks study notes, quizzes, the assignment, a notebook and progress that syncs across devices.
About 2h 18m of video across 5 lessons, plus time for notes and quizzes. Go at your own pace; your place is saved.
Yes: “JEC-502 Exam Practice Set: From Counting to Random Processes”. It comes after the last lesson, with a brief, clear tasks and how the work is judged.
A members-only live chat beside the video, shared by everyone studying Online B.Tech, where learners ask doubts, share tips and react with stickers and GIFs. One ₹19 pass, paid once from your InsideEdge wallet, opens the live chat for every degree.
No. It's a crash course to help you understand and revise the subject quickly. Use it alongside your official study material and assignments.