Search result for Modeling and analysis Online Courses & Certifications
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Quantifying Relationships with Regression Models
by Jennifer Bachner, PhD- 0.0
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Approx. 11 hours to complete
We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. Building on this foundation, we’ll then discuss how to create and interpret a multivariate model, binary dependent variable model and interactive model. Linear Regression and Correlation (Intro & Sections 12....
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
You will learn a few techniques for Time Series Analysis and Survival Analysis. This course targets aspiring data scientists interested in acquiring hands-on experience with Time Series Analysis and Survival Analysis. Introduction to Forecasting and Time Series Analysis Deep Learning and Survival Analysis Forecasts Survival Analysis and Censoring - Part 1...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
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Approx. 6 hours to complete
A large and complex dataset will be provided to learners and the analysis will require the application of a variety of methods and techniques introduced in the previous courses, including exploratory data analysis through data visualization and numerical summaries, statistical inference, and modeling as well as interpretations of these results in the context of the data and the research question....
Introduction to Machine Learning in Production
by Andrew NgTop Instructor , Cristian Bartolomé ArámburuTop Instructor- 4.8
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Approx. 10 hours to complete
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application....
Financial Modeling and Valuation Course 2021
by Institute of Investment Banking- 4
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31.5 hours on-demand video
Learn Excel for Finance, Financial Analysis, DCF and Relative Valuation and Financial Modeling from scratch. This course is a comprehensive bundle of MS Excel, Valuation, Accounting, Financial Analysis and Financial Modeling. The work within Financial Analysis mainly revolves around Financial Modeling Techniques, forecasting, valuations like DCF and Relative Valuations (estimate growth rate and valuations for companies in future)....
$14.99
Preparing for the Google Cloud Professional Data Engineer Exam
by Google Cloud Training- 4.6
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Approx. 9 hours to complete
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation. Designing and building BigQuery and Dataflow Solutions Building and Operationalizing Data Processing Systems Analyzing and modeling Modeling business processes for analysis and optimization...
Applied Multivariate Analysis with R
by Geoffrey Hubona, Ph.D.- 4.1
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12 hours on-demand video
Learn to use R software to conduct PCAs, MDSs, cluster analyses, EFAs and to estimate SEM models. Applied Multivariate Analysis (MVA) with R is a practical, conceptual and applied "hands-on" course that teaches students how to perform various specific MVA tasks using real data sets and R software. Students learn all about the nature of multivariate data and multivariate analysis....
$11.99
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Systems Thinking In Public Health
by David Bishai, MD, PhD , Ligia Paina, PhD- 4.6
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Approx. 15 hours to complete
This course provides an introduction to systems thinking and systems models in public health. Problems in public health and health policy tend to be complex with many actors, institutions and risk factors involved. Introduction to Systems Thinking and Complex Adaptive Systems Hyder A (2010) Stakeholder analysis for health research: case studies from low- and middle-income countries....
Capstone: Retrieving, Processing, and Visualizing Data with Python
by Charles Russell Severance- 4.7
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Approx. 9 hours to complete
In the capstone, students will build a series of applications to retrieve, process and visualize data using Python. Chapters 15 and 16 from the book “Python for Everybody” will serve as the backbone for the capstone. Spidering and Modeling Email Data Spidering and Modeling Email Data - Introduction Video: Steve Jobs, NeXT and the Internet...
Simulation and modeling of natural processes
by Bastien Chopard , Jean-Luc Falcone , Jonas Latt , Orestis Malaspinas- 4.2
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Approx. 23 hours to complete
This course gives you an introduction to modeling methods and simulation tools for a wide range of natural phenomena. Modeling and Simulation Modeling Space and Time Example of bio-medical Modeling Introduction and general concepts Introduction to high performance computing for modeling Variables and data types Dynamical systems and numerical integration References for numerical analysis...
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