Home Courses Mathematics for DA

Mathematics for DA

Category: Gate DA

Mathematics for DA

Category: Gate DA

₹8,000.00 ₹10,000.00

Instructor

Chekuri Srikanth Varma

Probability and Statistics
Chapters : 8 Assignments : 0 Completed :

Counting and Combinatorics

1.1

Why study Combinatorics?

5 mins

1.2

Permutations and Combinations: an introduction

53 mins

1.3

Solved Problems-1

48 mins

1.4

Solved Problems-2

55 mins

1.5

Recap: Sum Rule, Product Rule, Principle of Inclusion-Exclusion

16 mins

1.6

Solved Problems-3

54 mins

1.7

Derangements

22 mins

1.8

Pigeon hole principle

20 mins

1.9

Binomial Coefficients-1

37 mins

1.10

Binomial Coefficients-2

34 mins

1.11

Recurrence Relations: an introduction

38 mins

1.12

Solving Recurrence relations-1

35 mins

1.13

Solving Recurrence relations-2

44 mins

1.14

Generating functions for counting

26 mins

1.15

Generating functions: more examples

51 mins

Probability

2.1

Why study Probability?

12 mins

2.2

Introduction

23 mins

2.3

Axioms of Probability, Properties and Examples

54 mins

2.4

Conditional Probability & Examples

22 mins

2.5

Multiplication theorem

36 mins

2.6

Independent events

26 mins

2.7

Law of total Probability

14 mins

2.8

Baye's Theorem

30 mins

2.9

Solved problems

15 mins

2.10

Random variables: an introduction

25 mins

2.11

PMF, CDF and PDF of random variables

43 mins

2.12

Expectation

37 mins

2.13

Probability Distributions: Bernoulli and Binomial

48 mins

2.14

Poisson Distribution

24 mins

2.15

Uniform (continuous) distribution

15 mins

2.16

Exponential Distribution

22 mins

2.17

Normal Distribution

19 mins

2.18

Mean, Median and Mode

10 mins

Probability and Statistics

3.1

Gaussian/Normal Distribution and its PDF(Probability Density Function)

27 mins

3.2

CDF(Cumulative Distribution function) of Gaussian/Normal distribution

11 mins

3.3

Symmetric distribution, Skewness and Kurtosis

25 mins

3.4

Standard normal variate (Z) and standardization

6 mins

3.5

Sampling distribution & Central Limit theorem

19 mins

3.6

How distributions are used?

17 mins

3.7

Discrete and Continuous Uniform distributions

13 mins

3.8

How to randomly sample data points (Uniform Distribution)

10 mins

3.9

Bernoulli and Binomial Distribution

11 mins

3.10

Applications of non-gaussian distributions?

26 mins

3.11

Co-variance

14 mins

3.12

Pearson Correlation Coefficient

13 mins

3.13

Spearman Rank Correlation Coefficient

7 mins

3.14

Correlation vs Causation

5 mins

3.15

How to use correlations?

13 mins

3.16

Confidence interval (C.I) Introduction

8 mins

3.17

Computing confidence interval given the underlying distribution

11 mins

3.18

C.I for mean of a random variable

14 mins

3.19

Hypothesis Testing Intution with coin toss example

1 mins

3.20

Hypothesis testing: another example

1 mins

3.21

Joint vs Marginal vs Conditional

11 mins

Statistical Tests

4.1

Statistical Tests - Part 1

0 mins

4.2

Statistical Tests - Part 2

0 mins

4.3

Statistical Tests - Part 3

0 mins

Interactive problem solving session on Combinatorics

5.1

Interactive problem solving session on EM & DM PART 5 | GATE CS 2022

90 mins

Practice Test-1 Combinatorics

6.1

Practice Test-1 Combinatorics Video Solutions

85 mins

Practice Test-1 Combinatorics

Practice Test-1 Probability

7.1

Practice Test-1 Probability video solutions

105 mins

Practice Test-1 Probability

Subject test-1 Probability

8.1

Probability Subject test-1 Video Solutions Part-1

32 mins

8.2

Probability Subject test-1 Video Solutions Part-2

32 mins

Subject test-1 Probability

Linear Algebra
Chapters : 6 Assignments : Completed :

Linear Algebra

9.1

Linear Algebra: Why and how

21 mins

9.2

How to learn Mathematics

16 mins

9.3

Vectors-1

33 mins

9.4

Vectors 2

24 mins

9.5

Matrices: linear transformations/functions

39 mins

9.6

Matrix-Matrix Multiplication and Addition

33 mins

9.7

Transpose & Dot product

22 mins

9.8

Types of matrices

16 mins

9.9

Determinant of a matrix

32 mins

9.10

Minor, Cofactor, Adjoint, Inverse of a matrix

42 mins

9.11

Solved Problems & Elementary row and column operations

20 mins

9.12

Special types of Matrices and properties

36 mins

9.13

Trace of a Matrix

14 mins

9.14

Rank of a matrix

39 mins

9.15

System of Linear Equations-1

31 mins

9.16

System of Linear Equations-2

24 mins

9.17

Solved Problems: GATE 2017, 2014, 2015, 2005, 2004

19 mins

9.18

Eigen Values and Eigen Vectors

28 mins

9.19

Cayley-Hamilton Theorem & Diagonalization

28 mins

9.20

LU Decomposition

25 mins

Interactive problem solving session on Linear Algebra

10.1

Interactive problem solving session on LA

114 mins

Practice Test-1 Linear algebra

11.1

Practice Test-1 Linear Algebra video solutions

66 mins

Practice Test-1 Introduction to Matrices,Types of matrices,Determinants

Practice Test-2 Linear Algebra Rank, System of linear equations,Eigen values and Eigen Vectors

12.1

Linear Algebra Practice test-2 video solutions

85 mins

Practice Test-2 Linear Algebra Rank, System of linear equations,Eigen values and Eigen Vectors

Linear Algebra Subject Test

Linear Algebra- Subject Test

Linear Algebra (DA)

14.1

Linear Subspaces, Projections, Projection Matrix

38 mins

14.2

Partition Matrix, Quadratic Forms, Nullity, Singular Value Decomposition

28 mins

Calculus and Optimization
Chapters : 2 Assignments : 0 Completed :

Calculus

15.1

Why learn Calculus?

9 mins

15.2

LIMITS: an introduction

32 mins

15.3

LIMITS: Properties of Limits & Indeterminate forms

27 mins

15.4

LIMITS: Solving Limits-1

26 mins

15.5

LIMITS: Solving limits-2

18 mins

15.6

LIMITS: L-Hopital Rule

32 mins

15.7

LIMITS: Standard limits

5 mins

15.8

LIMITS: Solved Problems

22 mins

15.9

Continuity: an introduction

24 mins

15.10

Discontinuities

10 mins

15.11

Continuity: Solved problems

11 mins

15.12

Differentiability

24 mins

15.13

Differentiability: Solved Problems

13 mins

15.14

Maxima and Minima: an introduction

22 mins

15.15

Finding maxima and minima

22 mins

15.16

Application of Maxima and Minima to Machine Learning

13 mins

15.17

Maxima and Minima: Solved Problems

20 mins

Taylor Series

16.1

Taylor series Introduction

8 mins

16.2

Problem 1

4 mins

16.3

Problem 2

8 mins

Course Features

Lectures

Duration

Skill level

Language

Assessments

Chekuri Srikanth Varma

QUALIFICATION: Masters from IISC Bangalore PROFESSIONAL EXPIERENCE: 9+ years of Experience( Yahoo Labs, Matherix Labs Co-founder and Amazon)

Mathematics for DA

Category: Gate DA

₹8,000.00 ₹10,000.00

Instructor

Chekuri Srikanth Varma

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Mathematics for DA

Mathematics for DA

₹8,000.00 ₹10,000.00

Course Features

Mathematics for DA

₹8,000.00 ₹10,000.00

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