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- 94% Introduction to Numerical Methods in Java

Introduction to Numerical Methods in Java

$11.99Track price

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8.2/10 (Our Score)
Product is rated as #234 in category Java

This course is about numerical methods. We are NOT going to discuss ALL the theory related to numerical methods (for example how to solve differential equations). We are just going to consider the concrete implementations and numerical principles.

The first section is about matrix algebra and linear systems: such as matrix multiplication, gaussian elimination and applications of these approaches, such as Google’s PageRank algorithm.

Then we will talk about numerical integration. How to use techniques like trapezoidal rule, Simpson formula and Monte–Carlo method – my personal favourite.

The last chapter is about solving differential equations with Euler’s–method and Runge–Kutta approach. We will consider examples such as the pendulum problem.

Section 1:

numerical methods basics

floating point representation

rounding errors

Section 2:

linear algebra

matrix multiplication

Gauss–elimination

Section 3:

eigenvectors and eigenvalues

Google’s PageRank algorithm

Section 4:

solving non–linear equations

root finding

Newton’s method and bisection method

Section 5:

numerical integration

rectangle method and trapezoidal method

Simpson’s method

Monte–Carlo integration

Section 6:

solving differential–equations

Euler’s method

Runge–Kutta method

Section 7:

interpolation

Lagrange method

Thanks for joining my course, let’s get started!

Instructor Details

Hi! My name is Balazs Holczer. I am from Budapest, Hungary. I am qualified as a physicist. At the moment I am working as a simulation engineer at a multinational company. I have been interested in algorithms and data structures and its implementations especially in Java since university. Later on I got acquainted with machine learning techniques, artificial intelligence, numerical methods and recipes such as solving differential equations, linear algebra, interpolation and extrapolation. These things may prove to be very very important in several fields: software engineering, research and development or investment banking. I have a special addiction to quantitative models such as the Black-Scholes model, or the Merton-model. Take a look at my website if you are interested in these topics!

Specification: Introduction to Numerical Methods in Java

Duration

4.5 hours

Year

2019

Level

All

Certificate

Yes

Quizzes

No

11 reviews for Introduction to Numerical Methods in Java

4.4 out of 5
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  1. Luis Santander

    Great explanations of numerical methods.

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  2. Jeff Janaczek

    I have taken many courses by this instructor and all of them are great!

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  3. Michal Danco

    great course. You need to have solid understanding of linear algebra and mathematics in general.

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  4. Nagarajan

    I like the way content is organized and presented

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  5. Philippe Peter

    Je souhaitais trouver un cours sur java et l’analyse num rique, l’auteur propose des impl mentations un peu diff rentes ce que j’avais d j fait. Je n’ai rien appris math matiquement, mais cela m’a fait un peu progresser en langage Java dans un contexte qui me passionne : celui de l’analyse num rique.

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  6. Richard Diaz

    Should go more in depth.

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  7. Chris Spencer

    Excellent. Detailed, thorough and easy to understand!

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  8. Snehil Kishore

    Yes , it is a good match.

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  9. Iskandar Askarov

    Google page ranking is incomplete.

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  10. Ilter Kanpak

    The course is nice so far.

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  11. Azali Saudi

    The PageRank section is not complete.

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    Introduction to Numerical Methods in Java
    Introduction to Numerical Methods in Java

    $11.99

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