Search result for Modeling and analysis Online Courses & Certifications
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Precalculus: Mathematical Modeling
by Joseph W. Cutrone, PhDTop Instructor- 4.5
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Approx. 10 hours to complete
This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, and applications to data analysis. Scatterplots in Excel and Desmos Sample Problems: Linear Modeling Linear Modeling Module 2: Exponential Modeling...
Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
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Approx. 4 hours to complete
Welcome to Predictive Modeling, Model Fitting, and Regression Analysis. In this course, we will explore different approaches in predictive modeling, and discuss how a model can be either supervised or unsupervised. Data Dimensionality and Classification Analysis Data Dimensionality and Classification Analysis The application of predictive modeling to professional and academic work Applications of regression analysis (linear and logistic)...
Averaged-Switch Modeling and Simulation
by Dr. Dragan Maksimovic- 4.7
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Approx. 16 hours to complete
This is Course #1 in the Modeling and Control of Power Electronics course sequence. ● Explain operation and modeling of switched-mode power converters ● Apply averaged-switch modeling techniques to analysis and design and simulations of power converters Buck example: Averaging and Dynamic Modeling Principles Averaged Switch Modeling and Averaged Circuit Simulations...
Hands-on Text Mining and Analytics
by Min Song- 3.9
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Approx. 13 hours to complete
Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists. 4 How-to-do: normalization including tokenization and lemmatization 3 Explanations of sentiment analysis with CoreNLP, LingPipe and SentiWordNet Opinion mining and sentiment analysis by Bo Pang and Lillian Lee...
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
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7.5 hours on-demand video
Master advanced clustering, topic modeling, manifold learning, and autoencoders using Unsupervised Learning with Python! It is packed with step-by-step instructions and working examples! Initially, you’ll select and apply key Unsupervised Learning methods to discover hidden structure in data, in particular: Conduct, interpret and visualize market basket analysis on transaction data. Contents and Overview...
$12.99
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
The lectures provide some of the basic mathematical development, explanations of the statistical modeling process, and a few basic modeling techniques commonly used by statisticians. Statistical modeling and Monte Carlo estimation Modeling process Monte Carlo error and marginalization Module 1 assignments and materials Model writing, running, and post-processing Count data and hierarchical modeling...
Data Science Capstone
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
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Approx. 6 hours to complete
Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners. Overview, Understanding the Problem, and Getting the Data Task 1 - Getting and cleaning the data Exploratory Data Analysis and Modeling Introduction to Task 2: Exploratory Data Analysis Introduction to Task 3: Modeling Task 2 - Exploratory Data Analysis...
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Introduction to Power Electronics
by Dr. Robert Erickson- 4.7
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Approx. 12 hours to complete
Principles of converter circuit analysis are introduced, and are developed for finding the steady state voltages, current, and efficiency of power converters. Assignments include simulation of a dc-dc converter, analysis of an inverting dc-dc converter, and modeling and efficiency analysis of an electric vehicle system and of a USB power regulator....
Analytical Techniques for Business Analysis (IIBA - ECBA)
by Sorin Dumitrascu- 4.4
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3.5 hours on-demand video
Finally, some words about Risk Analysis and Management, Financial Analysis, Root Cause Analysis, SWOT Analysis and Decision Modeling and Decision Analysis. Benchmarking and Market Analysis 2. Risk Analysis and Management 2. Decision Modeling and Decision Analysis 6. Identify the elements of benchmarking and market analysis Distinguish between decision modeling and decision analysis...
$11.99
Data Modeling and Regression Analysis in Business
by Sridhar Seshadri- 4.4
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Approx. 25 hours to complete
The course will begin with what is familiar to many business managers and those who have taken the first two courses in this specialization. The first set of tools will explore data description, statistical inference, and regression. Welcome to Data Modeling and Regression Analysis in Business Lecture 4-7: Principle Component Analysis Exercise and Summary...
