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MATLAB Tutorials

MATLAB Deep Learning With Machine Learning, Neural Networks and Artificial Intelligence – 2020

Organization of the Book

This book consists of six chapters, which can be grouped into three subjects. The first subject is Machine Learning and takes place in Chapter 1. Deep Learning stems from Machine Learning. This implies that if you want to understand the essence of Deep Learning, you have to know the philosophy behind Machine Learning to some extent. Chapter 1 starts with the relationship between Machine Learning and Deep Learning, followed by problem solving strategies and fundamental limitations of Machine Learning. The detailed techniques are not introduced in this chapter. Instead, fundamental concepts that apply to both the neural network and Deep Learning will be covered.

The second subject is the artificial neural network.1 Chapters 2-4 focus on this subject. As Deep Learning is a type of Machine Learning that employs a neural network, the neural network is inseparable from Deep Learning. Chapter 2 starts with the fundamentals of the neural network: principles of its operation, architecture, and learning rules. It also provides the reason that the simple single-layer architecture evolved to the complex multi-layer architecture. Chapter 3 presents the back-propagation algorithm, which is an important and representative learning rule of the neural network and also employed in Deep Learning. This chapter explains how cost functions and learning rules are related and which cost functions are widely employed in Deep Learning.

Chapter 4 explains how to apply the neural network to classification problems. We have allocated a separate section for classification because it is currently the most prevailing application of Machine Learning. For example, image recognition, one of the primary applications of Deep Learning, is a classification problem.

The third topic is Deep Learning. It is the main topic of this book. Deep Learning is covered in Chapters 5 and 6. Chapter 5 introduces the drivers that enable Deep Learning to yield excellent performance. For a better understanding, it starts with the history of barriers and solutions of Deep Learning. Chapter 6 covers the convolution neural network, which is representative of Deep Learning techniques. The convolution neural network is second to none in terms of image recognition. This chapter starts with an introduction of the basic concept and architecture of the convolution neural network as it compares with the previous image recognition algorithms. It is followed by an explanation of the roles and operations of the convolution layer and pooling layer, which act as essential components of the convolution neural network. The chapter concludes with an example of digit image recognition using the convolution neural network and investigates the evolution of the image throughout the layers.

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Categories
Development IT & Software MATLAB Tutorials

Robotics, Vision and Control: Fundamental Algorithms In MATLAB® Second Edition

Description

Robotic vision, the combination of robotics and computer vision, involves the application of computer algorithms to data acquired from sensors. The research community has developed a large body of such algorithms but for a newcomer to the field this can be quite daunting. For over 20 years the author has maintained two open-source MATLAB® Toolboxes, one for robotics and one for vision. They provide implementations of many important algorithms and allow users to work with real problems, not just trivial examples. This book makes the fundamental algorithms of robotics, vision and control accessible to all. It weaves together theory, algorithms and examples in a narrative that covers robotics and computer vision separately and together. Using the latest versions of the Toolboxes the author shows how complex problems can be decomposed and solved using just a few simple lines of code. The topics covered are guided by real problems observed by the author over many years as a practitioner of both robotics and computer vision. It is written in an accessible but informative style, easy to read and absorb, and includes over 1000 MATLAB and Simulink® examples and over 400 figures. The book is a real walk through the fundamentals of mobile robots, arm robots. then camera models, image processing, feature extraction and multi-view geometry and finally bringing it all together with an extensive discussion of visual servo systems. This second edition is completely revised, updated and extended with coverage of Lie groups, matrix exponentials and twists; inertial navigation; differential drive robots; lattice planners; pose-graph SLAM and map making; restructured material on arm-robot kinematics and dynamics; series-elastic actuators and operational-space control; Lab color spaces; light field cameras; structured light, bundle adjustment and visual odometry; and photometric visual servoing.

Categories
Development IT & Software MATLAB Tutorials

Essential MATLAB for Engineers and Scientists

Description

Essential MATLAB for Engineers and Scientists, Sixth Edition, provides a concise, balanced overview of MATLAB’s functionality, covering both fundamentals and applications. The essentials are illustrated throughout, featuring complete coverage of the software’s windows and menus. Program design and algorithm development are presented, along with many examples from a wide range of familiar scientific and engineering areas. This edition has been updated to include the latest MATLAB versions through 2018b. This is an ideal book for a first course on MATLAB, but is also ideal for an engineering problem-solving course using MATLAB.

Key Features

  • Updated to include all the newer features through MATLAB R2018b
  • Includes new chapter on useful toolboxes
  • Provides additional examples on engineering applications

Readership

Undergraduates in engineering and science courses that use Matlab. First time users of Matlab. Any engineer or scientist needing an introduction to MATLAB

Categories
Development IT & Software Laravel Courses

Projects in Laravel: Learn The Laravel Building 10 Projects

Projects in Laravel: Learn The Laravel Building 10 Projects Download

A complete course to master the latest Laravel 5.4 web framework

What you’ll learn

Projects in Laravel: Learn The Laravel Building 10 Projects Course Site

  • Learn core concepts of the Laravel PHP framework
  • How to build real-world Laravel web apps
  • Learn real-world web programming concepts

Requirements

  • Basic Knowledge of HTML, JavaScript, and PHP is required to complete this course

Description

Don’t get stuck learning the old way! Get your hands on the latest Laravel technology with our

Project Course!

Technology is constantly becoming better, changing each second of every minute, so you need a course that can help you learn a technology fast. A simple method that will help you become not only proficient in the fundamentals, but also help you learn how to practically apply these fundamentals in the real world. Well, that’s exactly what we are offering with our Laravel Project Course.

Here are the 10 different projects that you will learn in this course:

  1. Basic Website – In this project, you will learn how to install Laravel, set up the controller, views, migrations, compile your assets with Laravel Mix and build a basic website.
  2. Todo List – A simple Todo list will help you understand how to integrate CRUD (create, read, update, delete) functionality in Laravel.
  3. Business Listing – In this application, you will learn how to create authentication, add business listings and delete them.
  4. Photo Gallery – Here you will learn how to create albums and update photos into that album.
  5. REST API – In this, you will learn how to accept requests to certain routes, update the database and using items with a name and a body.
  6. MarxManager Bookmark Manager – A bookmark manager using the PostgreSQL as our database.
  7. Vue.js Contact Manager – In this project, you will learn how to build a front-end using Vue.js as a component to work with our contacts in the backend.
  8. Backpack Website With Admin Area – This project will familiarize you with Backpack, a collection of different packages to create different features in Your Admin Panel.

Who this course is for:

  • Anyone who wants to learn professional Laravel development will find this course extremely useful
Categories
IT & Software Laravel Courses

Fullstack: Full Laravel with QRCodes, APIs, Android/iOS Drive – 2020

The ultimate course full stack development course bundle – MVC, Laravel, QR codes, Payment integration, APIs, microservices

What you’ll learn

2019 Fullstack: Full Laravel with QRCodes, APIs, Android/iOS Course Drive

  • Learn Laravel 5.6
  • Learn database relationships
  • How to integrate QRCodes into websites
  • How to build apps with QRCodes
  • Learn to integrate payment into websites
  • Learn to build an e-commerce platform
  • How to build robust APIs and Microservices platform
  • Learn to document APIs and microservices
  • Learn how to build websites with multi-user levels and permissions
  • How to build admin backends

Requirements

  • You should have basic knowledge of PHP
  • Should have good knowledge of HTML
  • You should have basic knowledge of CSS

Description

This course is the ultimate web and mobile development course for 2018. It covers all the topics in each technology stack very well. This one course contains tutorials in :

  1. MVC – Complete MVC course
  2. Laravel – Complete beginner to the professional course on the latest version of Laravel (Laravel 5.6),
  3. QR codes – How to integrate QRCodes scanning and retrieval of information into your platform,
  4. Payment integration – How to integrate payment platforms like PayPal, stripe to enable users to make and receive payments on your platform
  5. APIs and microservices – how to build robust microservice platforms that will make it possible for other developers to connect to your platform using packages like Laravel passport
  6. Mobile app development (Android and iOS) – Complete guide on building mobile apps and making them communicate with APIs and microservices

Everyone that intends to be a well-rounded superstar in development must have to take this course.

Who this course is for:

  • People who wish to become full-stack developers
  • People who wish to learn Laravel from basics to advanced
  • Who wish to learn how to integrate QRCodes into websites
  • People who wish to learn how to integrate payments into websites
  • People who wish to learn how to build API/microservices
Categories
Android Courses IT & Software Java & Javascript Courses Udemy Courses

The Complete Android Q + Java Developer Course™ : 2020

In this course, you’ll learn Android Development and get to build your own Android Q apps by using Java.

What you’ll learn

  • Apply for your dream job as an Android Developer
  • Build complex, production ready Java Android Applications
  • Build server based Android Applications with Paypal integration from scratch
  • Build a fantastic resume in order to show to employers
  • Create Professional Java Applications
  • How to make Android App communicate with our own backend server
  • Create Great Android Applications
  • Bring your own App Idea to Life
  • Master Java Programming Language

Requirements

  • No Programming Experience is Required
  • No Programming Knowledge Required
  • Passion to Create Awesome Android Apps
  • A Windows PC, Mac or Linux Computer

Description

[NOTE: This course includes two courses: a brand new Android Q + Java course, as well as my legacy course that contains dozens of hours of app creation.]

The main goal of this course is to teach you Android Development and how to build amazing Android Q apps (latest version) using its most popular programming language, Java.

My name is Morteza Kordi, senior mobile app developer and Udemy instructor with over 60,000 satisfied students, and I’ve designed The Complete Android + java Developer Course with one thing in mind: you should learn by practicing your skills and building apps.

If you want to get employed in an Android App Development Company, then this course is for you. This course also gets updated for every new version of android platform that is released by google. You will also get a lifetime update with android app development course.

I’ll personally be answering any questions you might have and I’ll be happy to provide links, resources and any help I can offer to help you master Java programming and Android Q app development.

In this course, you will discover the power of Android app development, and obtain the skills to dramatically increase your career prospects as a mobile app developer.

You’ll build apps like:

Instagram Clone, Uber Clone, What’s App Clone, Twitter Clone, Firebase Social Network app and so much more…

So… Why This Course?!

  • You’ll learn to code like the pros – not just copy and paste
  • You’ll learn the latest Android P APIs and services – we don’t teach old junk
  • You’ll build apps – a lot of them
  • You don’t need experience
  • Your apps will match with the real world
  • You’ll get lifetime support

BONUS: You’ll get a link to our private Telegram group & channel to share and discuss with other students.Who this course is for:

  • People who have no programming experience
  • This Course teaches the more Advanced Concepts of Android Development, so it’s also Essential for Advanced Android Developers too.
  • People who want create their own android applications
  • People who want to get a job as an Android Developer
  • People who want to create awesome Android Applications just for fun
  • People who want to work as a Freelancer
Categories
IT & Software Java & Javascript Courses Udemy Courses

Practical Java Course: Zero To One

Java programming for absolute beginners! In this course you can learn Java easily with a lot of practical examples

What you’ll learn

  • Language features that are used at the biggest tech companies
  • Understanding complex topics through simple explanation and with examples
  • Useful programming tips and tricks, that can be used in any other programming language
  • Building small programs to understand topics much better

Requirements

  • Since the whole course is from complete beginner level, You don’t need any previous knowledge
  • A normal computer, the operating system doesn’t matter. I’ll show you how to write and run Java code on Windows, Linux or Mac.

Description

Learn Java through practical examples from the very beginning to master level.

Java is one of the most popular programming languages. The whole course focusing on showing you the language features that are used at the biggest tech companies like AppleNetflixGoogle or Amazon.

How this course builds up?

First I would like to show you the bigger picture and answer some fundamental questions. Why Java would be a good choice? What is it good for? How to learn it?

Every concept has a very clear and simple explanation with real-life examples.

The course is designed for those who have just started learning programming and would like to get a job in Java. It is also a good source for those who have basic knowledge in Java, but they would like to learn more.

The whole course is full of useful tips and tricks that can be very helpful if you apply for a job or you are doing your own project.

This course will have 5 separated levelsbeginner, intermediate, advanced, expert and master. They’ll build upon each other. At the end all levels you’ll get end-level tasks. If you can complete the tasks on your own it shows that you are ready to take the next level. If not, don’t worry, I’ll show you how I would do it, so the next time you’ll easily do it.

I also provide full support so all your questions will be answered!

Who this course is for:

  • Complete beginners who curious to learn programming
  • Java programmers who want to level up their skills
  • Programmers who want to switch to Java

Size: 1.09 GB

Categories
Cisco Courses Cyber Security Courses

Cisco CCNA Exam #640-507 Certification Guide

Contents at a Glance

Introduction xx Chapter 1 All About the Cisco Certified Network Associate Certification2

Chapter 2 Cisco Internetwork Operating System (IOS) Fundamentals20 Chapter 3 OSI Reference Model & Layered Communication68

Chapter 4 Bridges/Switches and LAN Design128

Chapter 5 Network Protocols210

Chapter 6 Routing352

Chapter 7 Understanding Access List Security454

Chapter 8 WAN Protocols and Design514

Chapter 9 Scenarios for Final Preparation638

Appendix A Answers to the “Do I Know This Already?” Quizzes and Q&A Sections700

Appendix B Decimal to Hexadecimal and Binary Conversion Table776

Categories
Cisco Courses

CCIE Routing and Switching Exam Certification Guide

Welcome to the World of Cisco Devices Configurations. Learn to Configure and Administrator Cisco Router.

What you’ll learn

CCIE Routing and Switching Exam Certification Guide Free

Contents at a Glance Foreword vii
Chapter 1 CCIE Certification, Test Preparation, and Using This Book 3
Chapter 2 Networking Concepts Review 15
Chapter 3 Cisco Equipment Operations 61
Chapter 4 Local-Area Networks and LAN Switching 105
Chapter 5 Wide-Area Networks 191
Chapter 6 Internet Protocols 265
Chapter 7 Static Routing and Distance Vector Routing Protocols 319
Chapter 8 IP Link-State Routing Protocols 371
Chapter 9 Border Gateway Protocol 427
Chapter 10 Administrative Distance, Access Lists, Route Manipulation, and IP Multicast 473
Chapter 11 Traffic Management 513
Chapter 12 Multiservice Networking, IPX Networking, and Security 545
Appendix Answers to Quiz Questions 591

Requirements

  • Basic knowledge of Cisco networking basics is required
  • Basic knowledge of Cisco Packet Tracer is required
  • Please go through my Udemy course: “Cisco Networking Basics for Beginners: Getting Started” before starting this course
Categories
MATLAB Tutorials Python Udemy Courses

Differential Equations Tutorial – Runge-Kutta Method in Python and MATLAB

What you’ll learn

  • Implementation of Runge-Kutta in Python
  • Implementation of Runge-Kutta in MATLAB
  • Solving System of Nonlinear Differential Equations
  • Simulation of a Lotka-Volterra (Predator-Prey) System

Requirements

  • Python and/or MATLAB Programming
  • Differential Equations

Description

In this video tutorial, the theory of Runge-Kutta Method (RK4) for numerical solution of ordinary differential equations (ODEs), is discussed and then implemented using MATLAB and Python from scratch. As an example, the well-know Lotka-Volterra model (aka. the Predator-Prey model) is numerically simulated and solved using Runge-Kutta 4th order (RK4), in both languages, Python and MATLAB.