UdemyDesign of Experiments (DOE)

Design and Analysis of Experiments | DoE

التصنيف الكامل: Teaching & Academics > Other Teaching & Academics > Design of Experiments (DOE)

Design and Analysis of Experiments | DoE

عن هذا الكورس

This course covers the fundamentals of the design and analysis of experiments (DoE).Experimentation plays an important role in science, technology, product design and formulation, commercialization, and process improvement. A well-designed experiment is essential once the results and conclusions that can be drawn from the experiment depend on the way the data is collected.This course is about planning and conducting experiments and about analysing the resulting data in a way that valid and objective conclusions are obtained.The course begins with some basic statistics concepts to understand the fundamentals of hypothesis testing and analysis of variance. Then we introduce the idea of factorial designs, with the definition of effects and interactions between factors. The following sections will focus on the widely used 2-level factorial designs. We will cover full homogeneous designs, blocked designs, and fractional designs. The whole course is illustrated with practical examples to help with understanding.The course focuses on the understanding of the principles used in the design of experiments and on the critical analysis and discussion of the results.The analysis of the data will use MS Excel and R-Studio. Although this is not an R course, even students that are not familiar with R can enrol in it. The R codes used can be downloaded, the functions will be briefly explained, and the codes can be easily adapted to analyse the student’s own data.Any person who performs experiments will benefit from this course.By the end of this course, the student will be able to:- Choose the most suitable experimental design;- Analyse the experimental data with confidence;- Present and discuss the results based on charts, contour plots, and tables.

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
$159.99
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 ←
Programming for Scientific Research with Python and R
Udemy
Python

Programming for Scientific Research with Python and R

Conquer Scientific Data with Python and R!Unleash the power of programming for your research!This comprehensive, hands-on course equips you with the essential programming skills needed to tackle scientific data analysis and research projects. Whether you're a researcher, student, or simply curious about scientific computing, this course offers a perfect blend of Python and R to empower your scientific journey.Master the Fundamentals:Gain a solid understanding of both Python and R programming languages.Master core programming concepts like variables, data types, control flow, and functions in both Python and R.Explore the strengths and weaknesses of each language to choose the right tool for your research needs.Wrangle and Analyze with Confidence:Grasp essential file handling techniques in Python to manage your scientific data effectively.Master data manipulation methods in R to organize and prepare your data for analysis.Leverage powerful libraries like NumPy and SciPy in Python, and core R functionalities to perform statistical calculations crucial for your research.Visualize Your Findings Clearly:Craft informative and visually appealing graphs using Matplotlib in Python and ggplot2 in R.Communicate your research results through compelling data visualizations, including advanced and animated graphs in R.Dive into Artificial Intelligence:Get an introduction to AI and apply deep learning techniques to scientific data using Python and R.Explore practical applications like processing geospatial data and analyzing scientific datasets with AI.Real-World Applications:Apply your programming skills to practical case studies in scientific research

Nextion touch screen with PIC16F877A tutorials Collection.
Udemy
Microcontroller

Nextion touch screen with PIC16F877A tutorials Collection.

Interfacing PIC Microcontrollers with Nextion Touch Screens Using MikroCThis course is designed to teach you how to interface Nextion touch screens with PIC microcontrollers, using the powerful and widely used PIC16F877A and the MikroC for PIC compiler. Whether you're a student, a hobbyist, or a professional engineer, this course will guide you through both the foundational setup and practical implementation of touchscreen-based embedded systems.You’ll learn how to send data from a microcontroller to a Nextion screen, control outputs like LEDs via the touch interface, and even integrate real-world sensors like the LM35 temperature sensor to build interactive systems.What This Course CoversThis course begins with a solid foundation in PIC microcontroller basics, including setup, programming tools, and compiler installation. Once the environment is configured, we’ll dive into Nextion touch screen integration, starting from the very first data transfer all the way to building advanced projects.Key Skills You Will GainUnderstanding the architecture and features of the PIC16F877A microcontrollerInstalling and using MikroC for PIC compilerInstalling and configuring the PICKIT programmer toolInstalling and using the Nextion Editor to create user interfacesSending text and data from the PIC microcontroller to the Nextion displayAddressing and managing Nextion variables from PIC codeReading user inputs from the touchscreen and controlling microcontroller outputsBuilding advanced projects like multi-counter displays and room temperature monitoring systemsReal-World ApplicationsThis course will enable you

Power Utility Lineworker Level 0
Udemy
Power Engineering

Power Utility Lineworker Level 0

Are you thinking about becoming a power utility lineworker or just starting out in the industry? If so, this course is the perfect place to begin. Power Utility Lineworker Level 0: Safety and Operation is designed specifically for beginners who want to build a strong foundation in powerline work. You don’t need any prior experience—just a desire to learn the critical safety practices, tools, and basic operational knowledge that every lineworker needs before ever setting foot in the field.In this course, you’ll be introduced to the core concepts that drive powerline work. You’ll start by learning how the power distribution system works and where lineworkers fit into the bigger picture. From there, you'll explore the dangers associated with working around electricity and how to stay safe through proven hazard recognition and mitigation techniques. Personal protective equipment (PPE) is also covered in detail, so you'll understand what gear to wear, when to use it, and how it protects you.Grounding is one of the most important safety topics for any lineworker, and this course presents it in a simple, easy-to-understand way that focuses on practical application. You'll also learn about the switching, tagging, and holding procedures used to isolate electrical equipment and ensure everyone on the crew remains safe during operations. We’ll walk you through the tailboard process, where job planning and communication come together before every task begins.You’ll gain a solid understanding of barriers and other hazard mitigation techniques that reduce the risk of injury in the field. We also take time to introduce you to the essential tools every lineworker needs to know, including their purpose and safe handling. Finally, you’ll learn the basics of primary terminations and splices—key components in connecting and maintaining power distribution lines.This course is ideal for anyone interested in becoming a powerline technician or utility worker, as well as those studying in trade sch

Global Warming & Climate Change: Understanding Legal Regimes
Udemy
Environmental, Social and Governance (ESG)

Global Warming & Climate Change: Understanding Legal Regimes

Welcome to the comprehensive online course on "Global Warming Climate Change: Understanding Legal Regimes." This course is designed to provide you with a deep understanding of the legal frameworks and regulations that address global warming, climate change, and environmental protection. Whether you are an aspirant of civil services exams, a professional in environmental and energy studies, a lawyer, or simply a concerned citizen, this course will equip you with the necessary skills and knowledge to comprehend and contribute to the legal response to global warming.Course Overview:Green House Gas Emissions: In this section, you will explore the concept of greenhouse gas emissions, their sources, and their impact on global warming. We will delve into the scientific understanding behind these emissions and how they contribute to climate change.The Phenomenon of Global Warming and Other Environmental Stimuli: Deepen your understanding of global warming. We will examine various environmental stimuli that contribute to global warming, such as deforestation and industrialization. Through engaging lectures and case studies, you will gain a comprehensive understanding of the causes and consequences of global warming.Traditional Legal Tools under the Law of Tort: In this section, we will explore how traditional legal tools under the law of tort can be employed to address global warming and climate change issues. You will learn about principles such as negligence, nuisance, and strict liability and how they can be applied in environmental cases to hold individuals, corporations, and governments accountable for their actions that contribute to climate change.International Legal Treaties on Emissions and Climate Change: This section will focus on the international legal treaties and agreements that govern emissions and climate change. We will study significant instruments like the United Nations Fram

Mastering ANSYS with Finite Element Analysis & CFD
Udemy
Computational Fluid Dynamics (CFD)

Mastering ANSYS with Finite Element Analysis & CFD

ANSYS Mechanical APDL for Finite Element Analysis provides a hands-on introduction to engineering analysis using one of the most powerful commercial general purposes finite element programs. APDL is the foundation for all sophisticated features, many of which are not exposed in the Workbench Mechanical user interface. Students will find a practical and integrated approach that combines finite element theory with best practices for developing, verifying, validating and interpreting the results of finite element models, while engineering professionals will appreciate the deep insight presented on the program’s structure and behavior. Additional topics covered include an introduction to commands, input files, batch processing, and other advanced features in ANSYS.Ansys Mechanical finite element analysis software is used to simulate computer models of structures, electronics, or machine components for analyzing strength, toughness, elasticity, temperature distribution, fluid flow, and other attributes. Ansys is used to determine how a product will function with different specifications, without building test products or conducting crash tests.This course introduces new users, or experienced Ansys Mechanical users, to the Ansys Mechanical APDL user interface and also ANSYS Fluent . The Mechanical APDL workflow, graphical user interface, and analysis of simple mechanical components like Beam, Bar, Truss, Plate etc. With this foundation in place, users can apply this knowledge to efficiently set up, solve, and post process virtually any type of analysis. This course work is divided into two sections. First section contains Computational Fluid Dynamic analysis of Real-world Engineering problems using ANSYS Fluent. Second section contains multiple subsections, combining almost all types of Finite Element Analysis, e.g. Thermal Analysis, Structural Analysis, Analyzing Engineering Mechanics problems etc. using ANSYS Mechanical APDL. In this coursework nineteen videos ar

Fundamentals of Solar Energy- Complete Student Guide Book
Udemy
Solar Energy

Fundamentals of Solar Energy- Complete Student Guide Book

Fundamentals of Solar PV Technology is comprehensive guide book for every student aspire to build career in solar industry.- Renewable Energy Job Prospects- Solar Industry Job Roles and Skills-Solar O M-PV Design Software- Concept of Power and Energy- Concept of Solar Panel Technology- Basic of Battery Technology- Basic of Inverter and Charge Controllers- Design Calculation of RoofTop PV System- Solar Radiation- Solar PV Potential in Ghana-AfricaSolar Projects, O M, Design, Sales are sectors to grow.Learn each minute basics related to Solar PV Industry and prepare well to grow in this industry.Renewable Energy sector is going through best time ever. 500GW Target by 2030 is massive potential for every student to grow.Prepare well with this highly informative online video series. Train yourself and deliver with confidence.Session 1: Introduction to Renewable Energy Industry + Job Prospects +Skills Requirements(15Minutes)Session 2: Enhancing LinkedIn Network(15Minutes)Session 3 : Introduction to RoofTop Solar O M + Solar Design Software (15Minutes)Conclusion: Exchanging Greetings and Collaboration with Free Gift- Renewable Energy Corporate DirectoryFollowed By: 15Minutes Question Answer RoundSpeaker : Sovanlal BanerjeeSpeaker Introduction:M.Tech-IIT Roorkee 2nd Topper, MBA-HR, Core HR Certified, Ex-Geoscientist-Oil India Ltd. 21 Years enriching expertise in Energy Industry-Oilfield and Renewable Energy Industry. Served in Africa-Offshore Seismic, Russia-Land Seismic, Oman UAE.Served as Country Manager India-WTS Energy-Dutch Energy Recruitment Company, VP-HR-Planman HR. Founder- OIP Energy Services, Founder- Renewable Energy IndiaLinkedIn Influencer with largest Renewable Energy Network of 37000 + and growing.Learn | Share |