UdemyReinforcement Learning

Reinforcement Learning Projects for Manufacturing

التصنيف الكامل: Development > Data Science > Reinforcement Learning

Reinforcement Learning Projects for Manufacturing

عن هذا الكورس

This course focuses on applying reinforcement learning (RL) techniques to real problems in manufacturing. Reinforcement learning is different from traditional optimization or machine learning approaches because it is designed to learn by interacting with environments that change over time. That makes it a natural fit for factories, warehouses, and production systems, where conditions are dynamic and decisions need to be adapted continuously.We start by reviewing the basic ideas of reinforcement learning: states, actions, rewards, and policies. From there, we move into projects that reflect challenges faced in manufacturing industries. For example, balancing production lines, optimizing chemical batch processes, tuning CNC machining parameters, and similar cases that show how RL can be connected to industrial practice. Each section contains both explanation and step-by-step Python implementations so you can follow along, experiment, and adapt the methods to your own problems.The main goal is to show you how reinforcement learning is not only an academic subject, but also a practical tool for industrial engineering and operations research. By the end of the course, you will be able to model manufacturing problems as reinforcement learning environments, train agents to make decisions, and evaluate their performance.This course is intended for learners with some background in Python programming who want to see how RL can be applied beyond games and into real-world systems. Whether you are an engineer, researcher, or practitioner in operations and production, you will find a direct connection between reinforcement learning and the challenges of manufacturing.

تعلم أونلاين 100%

شاهد الدروس في أي وقت ومن أي مكان

محتوى معتمد

مقدم من منصة Udemy

رابط موثوق ومباشر

ينقلك لصفحة التسجيل الرسمية

سعر الكورس
$19.99
المنصة:Udemy
الانتقال للكورس / التسجيل الآن
🔒 عند النقر، سيتم فتح صفحة الكورس الرسمية على منصة Udemy في نافذة جديدة.

كورسات مقترحة في نفس المجال

عرض كل الكورسات ←
Modern PHP MySQL Masterclass from Scratch- Chat Box Project
Udemy
PHP (programming language)

Modern PHP MySQL Masterclass from Scratch- Chat Box Project

Are you New to PHP and want to learn PHP MySQL database the right way? Then there is no need searching the web for outdated stuffs any longer. This course will help you get all the fundamentals of PHP MYSQL DATABASE and at the end of this course you would be able to build an full Chat Box with Login/registration system that can communicate back fort with the database as such, this system is an important feature employed in every application you find on the internet. This course is comprehensive for absolute beginner in PHP and it takes you completely from scratch to mastery so there is no previous knowledge of programming required in order to take this course. I have been a PHP developer for 8 years now and i have worked as a PHP developer in Canada, USA and other place. Been a PHP developer has fetched me a lot of money, and I'm super excited to take you with me on this journey. This course also comes with exercise files or course files to better prepare you towards your development career.The Knowledge of PHP MySQL will allow you to build web applications, Ecommerce websites, Mobile APP, Content Management systems such as WordPress, Joomla, and social networks like Facebook, Twitter or even search engines like Google. PHP is still the NO:1 language for web programming and knowing it will make you stand out in the web development world and job market places. PROJECTThe beauty about this course is that, you will learn how to build a chat-box system with login/registration system from scratch including Ajax functionality.Some of the major TOPICS covered include ... Databases in PHPHow to implement user registration and loginForm submissions interactions with PHPSecurity in PHPVariables in PHPSpaceship Operators in PHP 7+Te

Leadership Lessons from the US Marines | Teamwork
Udemy
Team Building

Leadership Lessons from the US Marines | Teamwork

This course is laser focused on best practices for building teamwork with your employees. It does not include every leadership lesson I learned from being a US Marine for 26 years. I am not an academic. This isn't theory about teamwork. This course will teach you the team building skills and techniques you need to employ with your employees.The course will teach you best practice techniques that I have used over the years building teams as a US Marine, small business owner, and business executive. There are tangible and intangible skills that you need to have to create a winning team with your employees. I provide techniques that will help you build your tangible and intangible skill sets associated with team building.Do NOT enroll in the course if:-You believe the course will include every leadership lesson from the US Marines.-You believe the course will cover every specific management skill.-You believe the course is a silver bullet and will solve all of your employee issues.Do enroll in the course if:-You want to learn best practices for building teamwork with your employees.-You want to understand how teams are formed.-You want to learn what a winning team looks like.-You want to learn what a losing team looks like. (We need to study bad teams in order to better understand winning teams)-You want to learn about the Officers Eat Last Teamwork Dynamics Tool and how to use it.-You want to learn how to build trust with your employees.-You want to learn how to build respect with your employees.My goal is to create positive outcomes for you and provide specific techniques that you can employ right now. I also want to ensure you know and understand the specific outcomes I believe you can achieve. If that sounds good to you, please enroll and let's get started.You also are provided a 30-Day Money-Back G

Ultimate PHP & MySQL Web Development Course & OOP Coding
Udemy
PHP (programming language)

Ultimate PHP & MySQL Web Development Course & OOP Coding

Learn about everything there is to know about PHP MySQL Web Development. A step by step process is used to explain every facet of these topics.NOTE: This course includes information on web programming, design, OOP, SQL!Gain a good understanding of the following concepts with this course:What PHP MySQL is?Web CertificationsHow to develop websites/applications using PHP MySQLFeatures of the PHP MySQL programming languageCoding semanticsApplication programmingNetwork programmingPHP is one the most popular languages in the world. It is requested by all companies such as Google, Facebook and Microsoft for development. It powers Facebook and many other popular websites. This course will ensure you are not left out as more and more companies request this awesome and powerful language. This course will teach you everything about programming PHP MySQL applications.You will receive all the knowledge to use and leverage the powerful technology behind these amazing and wonderful platforms.Over 455,000 students have enrolled on my courses and all of them are extremely satisfied. You will also be satisfied with this course. If you do not like the course, remember that within 30 days you can request a full refund. I guarantee you satisfaction.If you have any questions regarding the topics covered in this course, please feel free to ask. I'm always happy to help those who want to learn.To summarise this is what you get:• Lifetime access to HD quality videos. No monthly subscription. Learn at your own pace, whenever you want.

Machine Learning Projects for Healthcare
Udemy
Machine Learning

Machine Learning Projects for Healthcare

Machine Learning projects for HealthcareData Science applications are everywhere in our regular life.Every sector is revolutionizing Data Science applications, including Healthcare, IT, Media, Entertainment, and many others.Today, healthcare industries are utilizing the power of Data Science successfully, and today we are going to disclose the use of Data Science in Healthcare.If technology is to improve care in the future, then the electronic information provided to doctors needs to be enhanced by the power of analytics and machine learning.This course is designed for both beginners experienced with some python machine learning skills.As we are more focusing on healthcare project since Healthcare has lot of scope to develop into Artificial Intelligence and machine learning sector. Many innovations are yet to revealed. We as a pioneer trying to indulge into such dynamics projects which will not only give you broader perspective of this industry but will help you to get a career growth.Many algorithms are covered in detail so that the learner gains good understanding of the concepts. Although Machine Learning involves use of pre-developed algorithms one needs to have a clear understanding of what goes behind the scene to actually convert a good model to a great model.Moreover, our focus is to explore industry grade projects which are demanded in the market will give real time experience while solving it.The purpose of this course is to provide students with knowledge of key aspects of neural networks and machine learning techniques in a practical, easy way. Th projects included are :Detecting Parkinson’s DiseasePrediction of Chronic Kidney DiseasePrediction of Liver Disease using PyCaretTypes of AI and how do they differ?Artificial IntelligenceA feature where m

Complete React GraphQL MongoDB for both frontend and backend
Udemy
GraphQL

Complete React GraphQL MongoDB for both frontend and backend

Do you want to learn to implement GraphQL, React, Express, NodeJS and MongoDB in one project?Why we need GraphQL?The fact that clients can receive exactly the data they need from the API is frequently mentioned as a major benefit of GraphQL by developers. They are no longer reliant on REST endpoints that return predetermined and inflexible data structures. Instead, the client has control over the shape of the API response objects.Why choose ReactJS?Facebook, Dropbox, Khan Academy, CodeAcademy, Netflix, Airbnb, PayPal, Walmart, Tesla Motors, IMDb, and more well-known companies and startups use React. React is used in a slew of well-known apps.Why is this technology being used by so many excellent companies and startups? The answer is that it is unquestionably a high-quality frontend development tool.Given that React is used by such well-known organizations as Facebook and PayPal, it must be a very helpful library.Why learn NodeJS?Node. js may easily be used as a server-side proxy, handling a huge number of concurrent connections in a non-blocking manner. It's particularly handy for proxying various services with varying response times or collecting data from multiple sources.What we will learn inside in this course?We will create a Todo app which level up your skill on creating a CRUD app which is useful for building almost different types of app like social media app, which also need to know how to implement CRUD operations.We will walk throughAt the server sideCreate NodeJS server and install necessary framework like Express and other dependenciesCreate typedefs and resolvers filesMongoose and Model SetupConnecting to MongoDBFetch data with graphqlCreate data(todo) using MutationsFetch a single data with Qu

The Android Studio 3.1.4 N & Java 8 Build 6 Apps Course (NL)
Udemy
Android Development

The Android Studio 3.1.4 N & Java 8 Build 6 Apps Course (NL)

"Ontwikkel 6 Android Applicaties"Ben jij er klaar voor om de volgende Android-developer te worden?Ik zie je in de cursus!Schrijf je nu in voor de cursus The Android Studio 3.1.4 N Java 8 Build 6 Apps Course (NL)Learn Android Studio 3.1.4 N Java 8 development build 4 real world Android apps 2 small Games sourcecode includedWat leer je in deze Android Studio cursus ?- Efficiënt programmeren om ingewikkelde applicaties te begrijpen- Kennis opdoen om opdrachten te kunnen uitvoeren als een zelfstandige programmeur- Leer ingewikkelde structuren toe te passen tijden het programmeren in Java- Diepgaande Kennis over de MVC model (Model View Controller)Waarom Java?Java wordt veel gebruikt in de industrie en is erg populair. Enkele van de verschillende domeinen waar Java op grote schaal wordt gebruikt, zijn de volgende: • Financiële services: het wordt gebruikt in server-side applicaties. • Big Data: Hadoop MapReduce framework is geschreven met behulp van Java. • Bankieren: omgaan met transactiebeheer. • Beurs: om algoritmen te schrijven over in welk bedrijf ze moeten investeren. • Retail: facturatie toepassingen die u in een winkel / restaurant ziet, zijn volledig in Java geschreven. • Android: applicaties worden ofwel in Java geschreven of met een Java API. • Wetenschappelijke en onderzoeksgemeenschap: om te gaan met een enorme hoeveelheid gegevens Java is overal, in laptops, wetenschappelijke supercomputers, gameconsoles, mobiele telefoons, enzovoort. Er wordt gezegd dat er 9 miljoen Java-ontwikkelaars in de wereld zijn. Hiermee kunt u in de toekomst de vraag van Java en zijn evolutie in softwareontwikkeling kennen.***Deze cursus is voor iedereen***In deze cursus leer je per direc