Computer Oriented Statistical & Optimization Methods (BCA301) crash course, Online BCA, Semester 3:
This subject covers descriptive statistics, correlation and regression, probability and probability distributions, and the optimization techniques of linear…
- 18 video lessons
- 10h 36m
- Study notes
- 90 quiz questions
- Assignment
18 lessons in Computer Oriented Statistical & Optimization Methods
Each lesson pairs one topic with a hand-picked video, trimmed to the part that teaches it.
About this subject
This subject covers descriptive statistics, correlation and regression, probability and probability distributions, and the optimization techniques of linear programming, transportation, assignment and game theory. After it you will be able to summarise and analyse data, compute probabilities using standard distributions, and formulate and solve LP, transportation, assignment and two-person zero-sum game problems.
- 1
Data Collection, Sampling and Tabulation
Module I, : Collection of Data, Sampling and Sampling Designs, Classification and Tabulation of Data, Graphical representation of Data
Introduction to Collection of Data|One Shot|Statistics Chapter-2|BBA|BCA|B.Com|Dream Maths· Dream Maths· 83 min
Study notes 5 quiz questionsWatch lesson - 2
Mean, Median, Mode and Measures of Dispersion
Module I, : Measures of Central Value, Measures of Dispersion
Mean Mode Median One Shot|Statistics|Business Statistics|BBA|BCA|B.COM|B.TECH|DreamMaths· Dream Maths· 94 min
Study notes 5 quiz questionsWatch lesson - 3
Moments, Skewness and Kurtosis
Module I, : Moments, Skewness, Kurtosis
Skewness & Kurtosis | Moments | Leptokurtic, Mesokurtic, Platykurtic· Dr.Gajendra Purohit· 17 min
Study notes 5 quiz questionsWatch lesson - 4
Correlation and Regression
Module I, : Correlation and Regression
Correlation Analysis one shot|Business Statistics|Statistics|BBA|BCA|B.COM|B.TECH|Dream Maths· Dream Maths· 91 min
Study notes 5 quiz questionsWatch lesson - 5
Probability Basics and Axioms
Module II, Probability: Classical Definition of Probability, Algebra of Events, Probability Axioms
Overview, Sample Space & Types of Events | By GP Sir· Dr.Gajendra Purohit· 28 min
Study notes 5 quiz questionsWatch lesson - 6
Conditional Probability
Module II, Probability: Conditional Probability
Lec-10: Conditional Probability | Probability and Statistics | Most Important Topic· Gate Smashers· 22 min
Study notes 5 quiz questionsWatch lesson - 7
Discrete and Continuous Probability Distributions
Module II, Probability: Probability Distributions: Discrete and Continuous Distributions
Probability Distribution|Random Variable|Statistics|BBA|BCA|B.COM|B.TECHDreamMaths· Dream Maths· 47 min
Study notes 5 quiz questionsWatch lesson - 8
Binomial, Poisson and Normal Distributions
Module II, Probability: Binomial Distribution, Poisson distribution, Normal Distribution
PROBABILITY DISTRIBUTION|ONE SHOT|NORMAL|POISSON|BINOMIAL DISTRIBUTION|ENGINEERING|DIPLOMA· Pradeep Giri Academy· 36 min
Study notes 5 quiz questionsWatch lesson - 9
LPP Formulation and Graphical Method
Module III, Linear Programming: Mathematical Formulation of Linear Programming models and its Graphical Solutions
Operation Research | Linear Programming Graphical Method | Problems· Dr.Gajendra Purohit· 23 min
Study notes 5 quiz questionsWatch lesson - 10
Simplex Method
Module III, Linear Programming: Simplex Method
Operation Research | Simplex Method | PART -1 | Linear Programming· Dr.Gajendra Purohit· 20 min
Study notes 5 quiz questionsWatch lesson - 11
Big M Method and Two Phase Method
Module III, Linear Programming: Charne's Big M method, Two Phase Method
Operation Research | Two Phase Simplex Method | Linear Programming· Dr.Gajendra Purohit· 16 min
Study notes 5 quiz questionsWatch lesson - 12
Transportation Problem: NWCM and Least Cost Method
Module IV, Transportation Problem: General Transportation model, Starting basic Solutions: North west Corner Method, Least Cost Method
Transportation Problem | North West Corner Method | Least Cost method | Part-1· Dr.Gajendra Purohit· 26 min
Study notes 5 quiz questionsWatch lesson - 13
Vogel's Approximation Method (VAM)
Module IV, Transportation Problem: Vogel's Approximation Method
Transportation Problem | VAM Method | Vogel's Approximation method· Dr.Gajendra Purohit· 22 min
Study notes 5 quiz questionsWatch lesson - 14
MODI Optimality Test and Unbalanced Transportation
Module IV, Transportation Problem: Test of optimality, unbalanced Problem
Transportation Problem | UV Method | MODI Method | Optimality Test· Dr.Gajendra Purohit· 24 min
Study notes 5 quiz questionsWatch lesson - 15
Assignment Problem (Hungarian Method)
Module IV, Transportation Problem: Assignment Problems
[#1]Assignment Problem[Easy Steps to solve - Hungarian Method with Optimal Solution] by kauserwise· Kauser Wise· 22 min
Study notes 5 quiz questionsWatch lesson - 16
Two-Person Zero Sum Games and Saddle Point
Module V, Game Theory: Two-Person Zero Sum Games, Maximin-Minimax Principle, Pure Strategies
Maxima Minima Principle in Game Theory | Saddle Point in Game Theory | Operation Research in Hindi· Start Practicing· 20 min
Study notes 5 quiz questionsWatch lesson - 17
Mixed Strategies and Dominance
Module V, Game Theory: Mixed Strategies, Expected Pay off, Concept of Dominance
Game Theory #2||Dominance Property||Pure & Mixed Strategy||in Operations Research||by Kauserwise· Kauser Wise· 21 min
Study notes 5 quiz questionsWatch lesson - 18
Graphical Method for 2×n and m×2 Games
Module V, Game Theory: Graphical Solution of m×2 and 2×n Games
Game Theory | Graphical Method Game Theory | Operation Research· Dr.Gajendra Purohit· 24 min
Study notes 5 quiz questionsWatch lesson
Assignment
Applied Problem Set: Statistics, Probability and Optimization for a Small Electronics Retailer
Less scrolling. More passing.
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Hand-picked video lessons
18 short lessons, each with the best YouTube explanation we could find, trimmed to the part that matters.
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Study notes
18 lessons come with a summary, key points, key terms and takeaways for quick revision.
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Quizzes
90 questions across the course, with the right answer and why, the moment you pick.
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Assignments
1 subject assignments with clear tasks, so you practise what each subject actually asks of you.
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Notebook
Write notes beside the video, stamped with the exact time, and jump back to that moment later.
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Progress that follows you
Completed lessons, quiz scores and where you stopped, saved to your account on every device.
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Live chat
A members-only live chat beside every lesson: doubts, tips, stickers and GIFs with your batch. One ₹19 pass opens every live chat.
The Online BCA live chat. Study together, live.
A live chat right beside the video, shared by everyone studying Online BCA. Ask a Computer Oriented Statistical & Optimization Methods doubt mid-lesson, share a shortcut, celebrate a finished semester.
- Live chat beside every lesson
- One live chat for all of Online BCA
- Members-only stickers & GIFs
- One ₹19 pass opens every live chat
Online BCA live chat
Anyone else finding Computer Oriented Statistical & Optimization Methods tricky? 😅
Lesson 2 cleared it up for me. Watch it before the quiz
Doing it now, thanks!
Starting Advance Database Management Systems tonight if anyone wants to go together
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Computer Oriented Statistical & Optimization Methods: common questions
This subject covers descriptive statistics, correlation and regression, probability and probability distributions, and the optimization techniques of linear programming, transportation, assignment and game theory. After it you will be able to summarise and analyse data, compute probabilities using standard distributions, and formulate and solve LP, transportation, assignment and two-person zero-sum game problems. It's the Computer Oriented Statistical & Optimization Methods subject of Online BCA, Semester 3, in 18 lessons: Data Collection, Sampling and Tabulation; Mean, Median, Mode and Measures of Dispersion; Moments, Skewness and Kurtosis; Correlation and Regression; Probability Basics and Axioms; Conditional Probability; Discrete and Continuous Probability Distributions; Binomial, Poisson and Normal Distributions; LPP Formulation and Graphical Method; Simplex Method; Big M Method and Two Phase Method; Transportation Problem: NWCM and Least Cost Method; Vogel's Approximation Method (VAM); MODI Optimality Test and Unbalanced Transportation; Assignment Problem (Hungarian Method); Two-Person Zero Sum Games and Saddle Point; Mixed Strategies and Dominance; Graphical Method for 2×n and m×2 Games.
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 10h 36m of video across 18 lessons, plus time for notes and quizzes. Go at your own pace; your place is saved.
Yes: “Applied Problem Set: Statistics, Probability and Optimization for a Small Electronics Retailer”. 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 BCA, 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.