Courses Videos for Statistics, Linear Algebra and Calculus

 

Course Video related with Statistics

Are you needing help with Statistics?, or are you interested in acquire extra knowledge on Powerful Data Analysis Advanced Techniques?, or would you like to know how your Data could be analyzed?.

If your answer is yes, then I can recommend you these Course Videos, available in English or Spanish.

These videos, were recorded to show the different statistical techniques available for enhancing Data Analysis. They contain Descriptive Techniques, Inferential Techniques and Applied Multivariate Techniques. 

You will find many videos on:

1. Descriptive Statistics.

2. Confidence Interval for a sample mean and sample proportion.
3. Hypothesis test for one sample mean and also for one proportion.
4. Hypothesis test for two qualitative variables: Chi-Square test.
5. Hypothesis tests for two sample means from a non-paired samples and for paired samples.
6. Hypothesis tests for more than two samples using ANOVA.
7. Simple regression models.
8. Multiple regression models.
9. Principal Components Analysis.
10. Cluster Analysis.
11. Simple Correspondence Analysis.
12. Multiple Correspondence Analysis.

Here you have just a few minutes of one these videos:

In English: "Cluster Analysis"

In Spanish: "Análisis de Correspondencias Simple y Múltiple"

The complet video course is available at 300€.

If  interested please contact me and I will provide the required course payment details. You will then gain access to your chosen course(s). Important: A Gmail address is necessary to follow these courses, so remember to add your Gmail email address in the Contact Formulary. 

Course Video related with Linear Algebra

Are you needing help with Linear Algebra?.

If your answer is yes, then I can recommend these courses videos, available in English or Spanish.

These Course Videos, were compiled as an introduction and outline to the basis of Quantum Computing.

You will find videos to refresh your concepts on Linear Algebra related with:

1. Matrices: 

    ·        What is a matrix?

    ·        Matrix properties
    ·        How to work with them?

2. Linear system Equations: 
    

    ·        How to classify them?
    ·        How to solve them?

3. Vectors: 

    ·        Vector concept 
    ·        How to prove if they are linear independent or not

4. Vector Spaces: 

    ·        Concept 
    ·        What is it a basis?
    ·        How to find the basis?
    ·        How to change the basis to work with these new basis

5. Linear Transformations between two vector spaces: 

    ·        Concept 
    ·        How to find the associated Matrix to a linear transformation 
    ·        What is a subspace vector? 
    ·        What are the Kernel and Image subspaces?

6.- Diagonalization of an Endomorphism: 

    ·        How to diagonalize the matrix associated to a linear transformation 
    ·        Why it is important to work with a diagonal matrix?

 Here you have just a few minutes of one these videos:

 In English: Diagonalization Endomorphism

In Spanish: Diagonalización Endomorfismos

The complete video course is available at 300€.

If  interested please contact me and I will provide the required course payment details. You will then gain access to your chosen couse(s). Important: A Gmail address is necessary to follow these courses, so please inform your Gmail email address in the Contact Formulary.

Course Video related with Calculus

Are you needing help with Calculus concepts or also called Mathematical Analysis?. 

If your answer is yes, then I can recommend these courses videos, available in English or Spanish.

You will find videos related with:

 1.      Limits: 

•     Concept of limit.
•     How to solve Indeterminations.

2.   Sequences:

•     Definition of a sequence of numbers.
•     Sequence bounded.
•     Monotonous increasing or decreasing.
•     When a sequence is convergent.

3.  Series:

•     Definition of a series of real numbers. 
•     Definition of partial sums. 
•     When a series is convergent or not. 

4.      Functions: 

•     Continuity. 
•     Differentiability. 
•     Maximum and minimum. 
•     Increasing and decreasing intervals. 
•     Concavity and Convexity.

5.      Integral functions: 

•     Immediate and non-immediate. 
•     Integration by parts method. 
•     Integration by change of variable method. 
•     Calculation of areas. 
•     Improper integral. 
•     Fundamental Theorem of Calculus.

Here you have just a few minutes of one these videos: 

In English: Fundamental Theorem of Calculus

In Spanish: Teorema Fundamental Cálculo

The complete video course is available at 300€.

If  interested please contact me and I will provide the required course payment details. You will then gain access to your chosen couse(s). Important: A Gmail address is necessary to follow these courses, so please inform your Gmail email address in the Contact Formulary.