Showing posts with label Other. Show all posts
Showing posts with label Other. Show all posts

Spring MVC For Beginners : Build Java Web App in 25 Steps

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Spring MVC For Beginners : Build Java Web App in 25 Steps, Spring MVC Tutorial for Beginners with a Hands-on Step by Step Approach - 25 Steps

Created by in28Minutes Official

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spring-mvc-tutorial-for-beginners-step-by-step

What Will I Learn?
  • Build a Basic Todo Management Application piece by piece in 25 Steps.
  • Understand Spring MVC Architecture
  • Understand and use Basics of Spring MVC - DispatcherServlet, Controllers, ModelMap, ModelAndView, Views (JSP), JSTL, @RequestParam and @SessionAttributes.
  • Implement Form Binding and Validation using Spring MVC
  • Use Spring Security for Authentication and Authorization
  • Build 2 Basic Spring Rest Web Services
  • Implement Exception Handling using @ControllerAdvice and @ExceptionHandler
  • Implement Internationalization
  • Understand Basics of using Maven, Tomcat and Eclipse
  • Use Maven for Basic Dependency Management
  • Style web applications with Bootstrap (Basics)

More Courses by in28Minutes Official

An awesome journey from Restful Web Services to Microservices with Spring Boot and Spring Cloud

Learn the magic of Spring Framework in 100 Steps with Spring Boot, Spring JDBC, Spring AOP, JUnit, Mockito and JPA.

Learn to develop RESTful and SOAP Java Web Services with Spring and Spring Boot in 90 easy steps

React 18 Tutorial and Projects Course (2023)

React Tutorial and Projects Course



Coupon Online Courses 24 - React 18 Tutorial and Projects Course (2023) | Udemy
Step by Step Learn React.js and Create Interesting Projects

  • Created by John Smilga
  •  English
  •  English [Auto-generated]
  • 26 hours on-demand video
  • 112 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn

  • Make Great Projects Using React

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Web Scraping in Nodejs & JavaScript

web-scraping-in-nodejs
Web Scraping in Nodejs, Learn web scraping in Nodejs by example projects!


  • Created by Stefan Hyltoft
  • 1 hour on-demand video
  • 1 article
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion


Description
In this course you will learn how to scrape a Craigslist website for software engineering jobs, using Nodejs Request and Cheerio. You will be using the newest JavaScript ES7 syntax with async/await.

You will also learn how to scrape on a server with a bad connection, or even if you have a bad connection.

Who is the target audience?

  • Anyone who wants to learn how to scrape web sites using Nodejs!


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Learn Python: Basics including classes and loops.

Learn Python: Basics including classes and loops.
Learn Python: Basics including classes and loops., This is for now a beginners course, but will be updated.
  • NEW
  • Created by Yusef Quinlan
  • English
  • English [Auto-generated]


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What you'll learn
  • After this course students should be able to understand the basic concepts of programming and make basic programs in python, future updates will introduce full projects and iintermediate/advanced concepts(they may be in the course now).
  • Requirements
  • A decent computer (2gb RAM minimum) and a willingness to learn.

Description
At the moment this course will teach you the basics of python, however as I produce more content I will be adding it to the course, eventually this course will contain intermediate and advanced content. But for now this course contains just the basics of python and will only allow learners to be able to create basic programs in python

AWS Lambda API on AWS In Node Js & Database NoSQL DynamoDB

AWS Lambda API on AWS In Node Js & Database NoSQL DynamoDB
AWS Lambda API on AWS In Node Js & Database NoSQL DynamoDB, Hands on to learn Amazon AWS to create your APIs with AWS API Gateway, AWS Lambda with Node JS and AWS DynamoDB
NEW, Created by Carlos Medger, English, English [Auto-generated]

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What you'll learn
  • What is AWS API Gateway
  • What is AWS Lambda
  • What is AWS DynamoDB
  • Integration with API Gateway, Lambda and DynamoDB
  • How to get logs in AWS CloudWatch
  • Create a Serverless API
  • How to use AWS API Gateway
  • How to use AWS Lambda
  • How to use AWS DynamoDB

Description
Course for anyone who'd like to learn about AWS and how to use API Gateway, AWS Lambda, AWS IAM, AWS DynamoDB and AWS CloudWatch.



If you have some knowgment is good to see about this new version of product and if are you new is perfect to start to learning.

This is first module of other 2 that's I'm working on it to as soon publish.



After you completed this course, you will able to create your APIs and Serverless Apps using Amazon with API Gateway with Lambda, insert your data in DynamoDB and check your logs in CloudWatch.

Docker Crash Course - Deploy Java Spring Boot Microservices

Docker Crash Course - Deploy Java Spring Boot Microservices
Docker Crash Course - Deploy Java Spring Boot Microservices, Learn Docker containerizing Java Spring Boot Apps - REST API, Full Stack and Microservices with Docker Compose
  • HOT & NEW
  • Created by in28Minutes Official
  • English
  • English


PREVIEW THIS COURSE - GET COUPON CODE

What you'll learn
  • You will Learn the Fundamentals of Docker from Zero, no previous experience required
  • You will learn the important Docker Concepts - Registry, Repository, Tag, Image, Container and Volumes
  • You will learn the important Docker commands
  • You will understand the Docker Architecture
  • You will create Docker images for 8 Java Spring Boot Projects
  • You will learn to use Dockerfile to Automate Building of your Docker Image
  • You will learn to use various maven plugins - Dockerfile Spotify Plugin, JIB Plugin and Fabric8 Docker Maven Plugin - to create Docker images
  • You will learn to create best practices with creating Docker Images - Improve Caching of Docker Images and create Multi Stage Docker Builds.
  • You will Containerize Java Spring Boot Todo Web Application talking with MySQL
  • You will Containerize Java Spring Boot React Full Stack Application with Docker
  • You will Containerize CCS, CES Microservices, Eureka Naming Server and Zuul API Gateway with Docker and Run them using Docker Compose
  • You will learn to run MySQL, RabbitMQ and Zipkin as Docker Containers
  • You will learn the basics of Docker Networking - HOST, BRIDGE and NONE
  • You will learn to use Docker Compose to Manage Your Containers
  • You will learn the basics of Microservices
  • You will Join 300,000 Learners having AMAZING LEARNING Experiences with in28Minutes
  • Requirements
  • You have an attitude to learn while having fun :)
  • You have some programming experience with Java, Spring and Spring Boot
  • You DO NOT need to have any experience with Docker
  • We will help you install Eclipse, Visual Studio Code, Git client, Docker Desktop and Node JS (for npm)

React - Converting a HTML site into a functional React App

React - Converting a HTML site into a functional React App
React - Converting a HTML site into a functional React App, Learn how to easily and swiftly convert your HTML site into a functional React App. Learn React.JS, Node.JS and MySQL.
  • NEW
  • Created by Sylvester Eyeghele
  • English
  • English [Auto-generated]
PREVIEW THIS COURSE - GET COUPON CODE


What you'll learn
  • Basics of React JS
  • How to create a React JS project
  • How to create a Node JS server
  • How to connect a React JS project to a Node JS server
  • How to connect Node JS server to Mysql database
  • React form submit to Mysql database using Node JS server
  • Requirements
  • Basics knowledge of HTML, CSS and JavaScript
  • Knowledge of Mysql database
  • Must have Visual Studio installed on PC or Visual Studio for Mac

Full Stack Project: Spring Boot 2.0, ReactJS, Redux

full-stack-project-spring-boot-20-react-redux
Full Stack Project: Spring Boot 2.0, ReactJS, Redux, Build a Personal Project Management Tool from scratch
  • HIGHEST RATED
  • Created by Agile Intelligence
  • 25 hours on-demand video
  • 8 articles
  • 3 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
What you'll learn
  • Create a RESTful API with Spring boot
  • Secure a RESTful API with Spring Security and JWT web token
  • Create a web application with React
  • Consume a RESTful API with React/Redux
  • Deploy to Heroku
Preview This Course - GET COUPON CODE

Description
If you know the basics of java and the spring framework, the next thing to do is to keep on practicing! Building apps with real life features is a great next step in your journey to becoming a developer. The main benefits of this is that it sharpens your skills and helps you build your portfolio for prospective employers. In this course, we will build a prototype of a personal project management tool using Spring boot 2.0 in the backend, ReactJS and Redux on the front end.

These are some of the cool things we will work on:

We will build our REST APIs with Spring boot for CRUD operations

We will create our front end using ReactJS and Boostrap

And will use Redux and Thunk to manage the state of our application in the front-end

We will secure our application using JWT tokens



Last but not least we will deploy our application to Heroku’s free tier. This is a great opportunity to get practical experience with two amazing technologies that are highly desirable by prospective employers.

Who this course is for:

  • Students who have had hands on experience with the basics of Java and the Spring Framework looking to grow their new skills

Flutter - Advanced Course

flutter-advanced-course
Flutter - Advanced Course, Learn to be a Flutter advanced programmer

  • BESTSELLER
  • Created by Bryan Cairns
  •  English
  •  English [Auto-generated]
  • 5 hours on-demand video
  • 5 articles
  • Full lifetime access
  • Access on mobile and TV
  • Assignments
  • Certificate of Completion

What you'll learn


  • Graphics
  • Animations
  • Mapping
  • Device Integration
  • Permissions
  • Camera
  • Firebase auth
  • Firebase storage
  • Firebase database

Description

This is an advanced course and not intended for beginners. In this course you will learn how to work with graphics, animate widgets, use maps, phone integration such as permissions and the camera and how to work with firebase. This course picks up right where my previous courses have left off.

Preview This Course 

Typescript for beginners

typescript-for-beginners
Typescript for beginners, Master and use TypeScript Syntax in easy steps

  • BESTSELLER
  • Created by Bharath Thippireddy
  •  English


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The Digital Painting MEGA Course: Beginner to Advanced

course/the-digital-painting-mega-course-beginner-to-advanced
The Digital Painting MEGA Course: Beginner to Advanced, Learn the #1 most important skill for digital artists!
  • BESTSELLER
  • Created by Austin Batchelor
  •  English [Auto-generated], Indonesian [Auto-generated], 6 more
  • 12.5 hours on-demand video
  • 22 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn
  • Digitally paint in a variety of styles.

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Adobe Lightroom CC: Landscape Photography Masterclass 2019

lightroom-cc-masterclass-landscape-photography-workflow
Udemy - Adobe Lightroom CC: Landscape Photography Masterclass 2019, Edit landscape photos in Adobe Lightroom Classic CC like a Pro! ✓ all RAW files ✓ new Adobe Lightroom CC presets
  • BESTSELLER
  • Created by Fabian Roßhirt
  •  English [Auto-generated], Spanish [Auto-generated]
  • 3 hours on-demand video
  • 2 articles
  • 3 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn
  • Learn the techniques to turn your ordinary landscape photo into amazing work of art.
  • You'll be able to edit photos in Lightroom as you've seen them with your eyes.
  • Master all the basic features of Adobe Lightroom.
  • You'll be able to work out all the details from your photos.
  • Your photos will shine in a completely new splendour.
  • Learn how to work on any RAW image in Lightroom.
  • I'll explain to you my best tricks and secrets of Lightroom.

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Artificial Intelligence I: Basics and Games in Java

artificial-intelligence-games-in-java
Udemy - Artificial Intelligence I: Basics and Games in Java, A guide how to create smart applications, AI, genetic algorithms, pruning, heuristics and metaheuristics
  • Created by Holczer Balazs
  •  English [Auto-generated]
  • 7.5 hours on-demand video
  • 2 articles
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn
  • Get a good grasp of artificial intelligence
  • Understand how AI algorithms work
  • Able to create AI algorithms on your own from scratch
  • Understand meta-heuristics

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AWS CloudFormation - Simplified | Hands On with YAML

aws-cloudformation-simplified-hands-on-learning
AWS CloudFormation - Simplified | Hands On with YAML, An awesome journey from AWS CloudFormation to Continuous Integration, Continuous Delivery & Infrastructure as Code.
  • NEW
  • Created by Kalyan Reddy
  •  English
  • 18.5 hours on-demand video
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn
  • You will learn all CloudFormation template sections with multiple handson examples for each section of template.
  • You will write 45 CloudFormation templates during the period of this course with different varitions in templates.
  • You will learn writing CloudFormation templates for AWS CodeBuild, CodeDeploy & CodePipeline services which are very important services in AWS for achieving Continuous Integration, Continuous Delivery & Infrastructure as Code.
  • You will learn Metadata cfn-init and Helper Scripts (cfn-init, cfn-signal & cfn-hup) in a step by step manner by deploying a simple rest service application to an EC2 instance.
  • You will get complete knowledge on every section of cfn-init metadata (packages, users, source, services etc) and helper scripts (cfn-init, cfn-signal & cfn-hup).
  • You will learn in implementing the Infrastructure as Code with a VPC sample provided.
  • You will master the Nested Stacks concepts by building two nested stacks and using them in Root Stack.
  • You will learn implementing cfn-init Config sets(Both Single Config sets and Multiple Config Sets)
  • You will learn practically implementing AWS CodeCommit, CodeBuild, CodeDeploy & CodePipeline Services both via AWS Management Console and CloudFormation
  • You will learn and master using 14 Intrinsic functions in AWS CloudFormation
  • You will learn YAML basics and write all the CloudFormation templates using YAML.
  • You will learn concepts, features and integration aspects present in CodeCommit, CodeBuild, CodeDeploy & CodePipeline services.
  • You will learn about creating simple rest application using Spring Boot.
  • You will learn about AWS SNS (Simple Notification Service - Topics, Subscriptions) and implement the notificaitons in CodeBuild and CodeDeploy Services using CloudFormation.
  • You will learn and understand the local git repository, remote git repository and how to use them from Spring Tool Suite IDE.
  • You will learn deploying java based rest applications to EC2 Instances using AWS CloudFormation and AWS Developer Tools.
  • You will write CloudFormation templates for EC2 Instances and VPC.

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Practical Deep Learning with PyTorch

practical-deep-learning-with-pytorch
Udemy - Practical Deep Learning with PyTorch, Accelerate your deep learning with PyTorch covering all the fundamentals of deep learning with a python-first framework.
  • BESTSELLER
  • Created by Deep Learning Wizard
  •  English [Auto-generated]
  • 6.5 hours on-demand video
  • 3 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn
  • Effectively wield PyTorch, a Python-first framework, to build your deep learning projects
  • Master deep learning concepts and implement them in PyTorch

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AWS Certified Solutions Architect Professional Practice Exam

AWS Certified Solutions Architect Professional Practice Exam, 308 AWS Certified Solutions Architect Professional Practice Test Questions in 4 sets with Explanations and References
  • Created by Jon Bonso, Tutorials Dojo
  •  English
  • 4 Practice Tests
  • Full lifetime access
  • Access on mobile
Description
AWS Certified Solutions Architect Professional ( SAP-C00 ) is consistently among the top paying IT certifications, considering that Amazon Web Services is the leading cloud services platform in the world with almost 50% market share. Professionals can earn over $150,000 per year with an AWS Certified Solutions Architect certification!

In order for you to pass your AWS Certified Solutions Architect Professional exam, the exam blueprint, General IT, and AWS knowledge are key components that you have to learn and master. The 4 sets of AWS Solutions Architect Professional practice tests included in this course contains 77 questions per set, which simulates the actual exam. At the end of each set, you will also find comprehensive explanations and reference links that will further strengthen your knowledge of the AWS concepts needed to pass the AWS certification exam.

This AWS Certified Solutions Architect Professional Practice Exam course is for anyone who is looking for a study material that provides the following:

308 TOP-NOTCH Questions - has 4 sets of AWS Practice Tests with 77 UNIQUE questions and a 170-minute time limit for each set.

SIMULATES ACTUAL EXAM ENVIRONMENT - mimics the actual, and the latest AWS Solutions Architect Professional certification exam to help you pass and even ace the AWS exam!

DETAILED EXPLANATIONS AND REFERENCE LINKS - our answer keys at the end of each set have full and detailed explanations plus complete reference links so you can check and verify yourself that the answers are correct.

COVERS ALL 8 EXAM DOMAINS - questions were designed to cover the 8 exam domains: (1) High Availability and Business Continuity, (2) Costing, (3) Deployment Management, (4) Network Design, (5) Data Storage, (6) Security, (7) Scalability and Elasticity, and (8) Cloud Migration and Hybrid Architecture.

UPDATED 1 TO 2 TIMES A MONTH - we have a dedicated team updating our question bank on a regular basis, based on the feedback of students on what appeared on the actual exam, as well as through external benchmarking.

JANUARY 2019 UPDATE HIGHLIGHTS:

Added AWS cheat sheets as additional reference for these topics - EC2, VPC, S3, AWS CloudFormation, AWS CloudTrail, Amazon CloudWatch, AWS OpsWorks, etc.

Added complexity in the scenarios - to keep it at par with the very difficult AWS Certified Solutions Architect Professional exam.

NOTE: This practice test course is gradually being updated in preparation for the transition to and release of the Feb 2019 exam version.

ACTIVE Q&A DISCUSSION BOARD - with inputs from both instructors and students, giving you the opportunity to better understand the AWS services and concepts.

VERY RESPONSIVE INSTRUCTORS - our friendly team of AWS experts are able to address all your issues and questions within 48 hours.

CONTAINS A TEST REPORT - to track your progress and show you which Knowledge Areas you need improvement.

MOBILE-COMPATIBLE - so you can conveniently review everywhere, anytime with your smartphone!

HAS BETTER VALUE THAN OFFICIAL AWS PRACTICE TEST - which is worth about $40 but only contains about 20 - 40 questions.

CLEAR AND ERROR-FREE QUESTIONS - Each item has a reference link that can validate the answer but you can also post to the QA section so we can discuss any issues.

Prepared by an AWS Certified Solutions Architect Professional who has actually passed the exam! (Please see my LinkedIn profile to view my AWS Certificate)

The questions in each set are carefully created and selected based on the 8 domains of the actual AWS Certified Solutions Architect Professional exam. Out of the 8 domains, there are a lot more questions on Security, High Availability and Business Continuity, Data Storage, and Scalability and Elasticity, as these are the topics with the heaviest weight in the actual exam. Note that although there is a focus on these topics, the questions are all still unique, to ensure that you fully grasp the topic.

Some people are using brain dumps for the AWS Certified Solutions Architect certification exam which is totally absurd and highly unprofessional because these dumps will not only hinder you to attain an in-depth AWS knowledge, these can also result with you failing the actual AWS exam since Amazon regularly updates the exam coverage.

Please also note that these AWS practice tests are not brain dumps and since Amazon shuffles the actual exam content from a question bank with 500++ questions, it is nearly impossible to match what you can see here with the actual tests. Again, the key to passing the exam is a good understanding of AWS services and this is what our AWS Certified Solutions Architect Professional practice tests are meant to do.

There are a lot of existing AWS Practice Tests in the market however, most of them contain both technical and grammatical errors that is not only annoying but may also cause you to fail the actual exam. There's also the official certification practice exam provided by AWS but these only have a few questions and cost $40 USD -- a price that is more expensive than taking these 308 Unique and Timed AWS Certified Solutions Architect Professional practice questions!

Just like in the Associate exam, when I was reviewing for my AWS Certified Solutions Architect Professional exam, I again had a hard time finding comprehensive AWS practice tests to help me pass my exam. I bought some of them in the market but I was disappointed because there are a lot of technical and grammatical errors in the questions. This is why I created these AWS practice tests - to help my fellow IT professionals in the industry.

We gave a considerable amount of effort to create and publish these AWS practice tests, including the laborious task of checking each item for any errors. We are confident that this will significantly help you pass your exam. All the best!



IMPORTANT NOTE

These AWS Certified Solutions Architect Professional practice exams have a passing score of 70% but I highly encourage you to repeat taking these sets again and again until you consistently reach a score of 90% or higher on each exam. Note that the AWS Certification exam passing score is not published by Amazon as it is set by using statistical analysis which may change without notice.

Remember that using this product alone does not guarantee you will pass the exam as you still need to do your own readings and hands-on exercises in AWS. Nonetheless, these AWS practice exams provide a comprehensive assessment on which knowledge area you need improvement on and even help you achieve a higher score!

Who this course is for:

  • AWS Certified Solutions Architect Associates who are planning to take the AWS CSA Professional exam
  • Professionals who want to deepen their knowledge in AWS

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AWS CloudFormation Master Class

aws-cloudformation-master-class
AWS CloudFormation Master Class, Write Complete AWS CloudFormation Templates using YAML. Learn all the Recent Cloud Formation Features

  • BESTSELLER
  • Created by Stephane Maarek | AWS Certified Developer
  •  English
  •  English, Indonesian [Auto-generated], 4 more
  • 3.5 hours on-demand video
  • 4 articles
  • 2 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn

  • Master all CloudFormation concepts
  • Practice learnings with Hands On examples
  • Learn how to use YAML to write the CloudFormation templates
  • Write your infrastructure as code
  • Launch several templates
  • Complete Walkthrough of CloudFormation Init Metadata
  • Advanced Concepts Overview

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How to: Digital Painting Photo Realism in Photoshop

how-to-digital-painting-photo-realism-in-photoshop
Udemy Online Courses - How to: Digital Painting Photo Realism in Photoshop, Portrait of a Child

  • Created by Chris Scalf
  •  English
  •  English [Auto-generated]
  • 7.5 hours on-demand video
  • 5 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn

  • This exercise conditions the artist to become better at many facets of painting. It is a lot like a musician practicing chords and scales to become a better performer.

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Curso Maestro de Spring MVC: Desarollando Aplicaciones

curso-experto-spring-desde-cero
Udemy Online Courses - Curso Maestro de Spring MVC: Desarollando Aplicaciones, Aprende Spring MVC, Spring Security, JPA, Maven, Git, Envíos de correo, Tareas automatizadas y proyecto de aplicación.

  • Created by Edgar Mejia
  •  Spanish
  •  Spanish [Auto-generated]
  • 18.5 hours on-demand video
  • 1 article
  • 29 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

What you'll learn

  • Implementar una estrategia para la integración de framework en Java con el patrón de desarrollo Model View Controller (MVC).
  • Utilizar la tecnología Java Server Pages (JSP) para el diseño de la interfaz de usuario, configuración y lógica de presentación.
  • Utilizar la tecnología Java Persistence API (JPA) y MyBatis para interacción con base de datos relacionales.
  • Utilizar la tecnología Spring para administrar los flujos, reglas, políticas del negocio y aspectos transversales de la aplicación.
  • Tener una base sólida de Spring, Spring JDBC, Spring Data, Hibernate, Spring MVC, Spring Batch
  • Tener una base sólida para hacer aplicaciones seguras con Spring Security
  • Aprender Encriptación con BCrypt.
  • Aprender el patrón de Arquitectura MVC.
  • Aprender sobre Persisitencia con JPA, Hibernate, Mybatis
  • Se adjunta material adjunto tales como diapositivas, enlaces para investigación además del código fuente.
  • Aprende a tu ritmo, ya que Udemy esta dispuesto para ti los 7 días de la semana y 24 horas del día.
  • Aprender sobre Maven, un manejador de dependencias para JAVA
  • Aprender sobre GIT, el Sistema para Control de Versiones más famoso y solicitado en el mercado laboral actual.
  • Aprender a desplegar una aplicación JEE sobre Jboss EAP, configuración para pool de conexiones y más.
  • Integración de Spring con Frameworks Javascript
  • Consumir servicios realizados con SpringBoot con Angular 5.
  • Introducción a SpringBoot desarollando una aplicación TodoList con JQuery(AJAX)

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Machine Learning e Data Science com Python de A à Z

machine-learning-e-data-science-com-python-y
Machine Learning e Data Science com Python de A à Z, Aprenda as técnicas que o mundo real exige e torne-se um profissional competitivo na área de Inteligência Artificial!
  • Created by Jones Granatyr
  •  Portuguese
What you'll learn
  • Tenha uma base teórica sólida sobre os principais algoritmos de Machine Learning
  • Utilize as bibliotecas numpy, scikit-learn e pandas aplicado em Data Science e Machine Learning
  • Aprenda na teoria e na prática sobre os algoritmos de Machine Learning para classificação, regressão, regras de associação e agrupamento
  • Aprenda a realizar o pré-processamento em bases de dados com pandas e scikit-learn
  • Entenda como funcionam as técnicas para redução de dimensionalidade PCA, KernelPCA e LDA
  • Aprenda a avaliar os algoritmos de Machine Learning usando estatística não paramétrica
  • Aprenda a detectar outliers em bases de dados
Preview This Course - GET COUPON CODE

Description
A área de Machine Learning (Aprendizagem de Máquina) é atualmente um dos campos de trabalho mais relevantes da Inteligência Artificial, sendo responsável pela utilização de algoritmos inteligentes que tem a função de fazer com que os computadores aprendam por meio de bases de dados. O mercado de trabalho de Machine Learning nos Estados Unidos e em vários países da Europa está em grande ascensão; e a previsão é que no Brasil cada vez mais esse tipo de profissional seja requisitado! Inclusive alguns estudos apontam que o conhecimento dessa área será em breve um pré-requisito para os profissionais de Tecnologia da Informação! E dentro deste contexto está o cientista de dados, que já foi classificado como o trabalho "número 1" por vários veículos da mídia internacional.

E para levar você até essa área, neste curso completo você terá uma visão teórica e prática sobre os principais algoritmos de machine learning utilizando o Python, que é uma das linguagens mais relevantes nesta área de ciência de dados. Este curso é considerado de A à Z pelo fato de apresentar desde os conceitos mais básicos até técnicas mais avançadas, de modo que ao final você terá todas as ferramentas necessárias para construir soluções complexas e que podem ser aplicadas em problemas do dia-a-dia das empresas! Você aprenderá tudo passo a passo, ou seja, tanto a teoria quanto a prática de cada algoritmos! O curso é dividido em cinco partes principais:

Classificação - pré-processamento dos dados, naive bayes, árvores de decisão, random forest, regras, regressão logística, máquinas de vetores de suporte (SVM), redes neurais artificiais, avaliação de algoritmos e combinação e rejeição de classificadores

Regressão - regressão linear simples e múltipla, polinomial, árvores de decisão, random forest, vetores de suporte (SVR) e redes neurais artificiais

Regras de associação - algoritmos apriori e ECLAT

Agrupamento - k-means, agrupamento hierárquico e DBSCAN

Tópicos complementares - redução de dimensionalidade com PCA, KernelPCA e LDA e deteção de outliers

É importante salientar que como a área de machine learning é muito dinâmica e novos assuntos aparecem constantemente, novos conteúdos podem ser postados na parte 5! Este curso tem o objetivo de servir como um referencial de consulta sobre as técnicas abordadas, por isso ele procura cobrir a maior parte dos assuntos que envolvem machine learning. Este curso pode ser categorizado para todos os níveis, pois pode servir de base para consulta para alunos mais experientes no assunto e também um ótimo guia para quem está iniciando na área!

Preparado(a) para dar um importante passo na sua carreira? Aguardo você no curso! :)

Who this course is for:

  • Pessoas interessadas em iniciar seus estudos em aprendizagem de máquina e ciência de dados
  • Pessoas que queiram iniciar carreira na área de Data Science ou Machine Learning
  • Empreendedores que queiram aplicar aprendizagem de máquina em projetos comerciais
  • Analistas de dados que queiram aumentar seu conhecimento na área de aprendizagem de máquina
  • Empresários que desejam criar soluções eficientes para problemas reais em suas empresas
  • Alunos de graduação que estão estudando disciplinas ligadas a área de Inteligência Artificial