Modeling

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Modeling Time Series and Sequential Data (Coursera)

May 30th 2022
Modeling Time Series and Sequential Data (Coursera)
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In this course you learn to build, refine, extrapolate, and, in some cases, interpret models designed for a single, sequential series. There are three modeling approaches presented. The traditional, Box-Jenkins approach for modeling time series is covered in the first part of the course. This presentation moves students from [...]

Modelaje y Análisis con información georreferenciada (Coursera)

El curso modelaje y análisis con información georreferenciada busca que comprendas la diversidad y el potencial de los datos geográficos. En el curso podrás utilizarlos en ejemplos básicos para modelar, procesar y analizar problemas donde la ubicación juega un rol importante. Todo esto con el fin de encontrar soluciones [...]

Modeling and Control of Single-Phase Rectifiers and Inverters (Coursera)

This is Course #5 in the Modeling and Control of Power Electronics Specialization. The course is focused on modeling and control of grid-tied power electronics. Upon completion of the course, you will be able to understand, analyze, model, and design low-harmonic rectifiers and inverters interfacing dc loads or dc [...]

Input Filter Design (Coursera)

This is Course #3 in the Modeling and Control of Power Electronics course sequence. After completion of this course, you will gain an understanding of issues related to electromagnetic interference (EMI) and electromagnetic compatibility (EMC), the need for input filters and the effects input filters may have on converter [...]

Current-Mode Control (Coursera)

This is Course #4 in the Modeling and Control of Power Electronics course sequence. The course is focused on current-mode control techniques, which are very frequently applied in practical realizations of switched-mode. Practical advantages of peak current mode control are discussed, including built-in overcurrent protection, simpler and more robust [...]

Techniques of Design-Oriented Analysis (Coursera)

This is Course #2 in the Modeling and Control of Power Electronics course sequence. The course is focused on techniques of design-oriented analysis that allow you to quickly gain insights into models of switching power converters and to translate these insights into practical converter designs. The design-oriented techniques covered [...]

Customising your models with TensorFlow 2 (Coursera)

Welcome to this course on Customising your models with TensorFlow 2! In this course you will deepen your knowledge and skills with TensorFlow, in order to develop fully customised deep learning models and workflows for any application. You will use lower level APIs in TensorFlow to develop complex model [...]

Modeling and Design for Mechanical Engineers with Autodesk Fusion 360 (Coursera)

There are many considerations that play a part in engineering a new product. Regardless of what that product is, there are fundamentals such as form, fit, and function when it comes to digital modeling. In this course, we lay the foundation to create any design and dive deep into [...]

Applied Text Mining in Python (Coursera)

This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to humans, and an overview of the nltk framework for manipulating text. The second [...]

Advanced Modeling for Discrete Optimization (Coursera)

Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron [...]