Search result for Linear models Online Courses & Certifications
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AI for Medical Prognosis
by Pranav Rajpurkar , Bora Uyumazturk , Eddy Shyu- 4.7
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Approx. 30 hours to complete
Linear prognostic models Evaluating Prognostic Models Prognosis with Tree-based models Survival Models and Time Survival models Build a risk model using linear and tree-based models Apply tree-based models to estimate patient survival rates...
Introduction to Spreadsheets and Models
by Don Huesman- 4.2
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Approx. 6 hours to complete
Major corporations and small businesses alike use spreadsheet models to determine where key measures of their success are now, and where they are likely to be in the future. 1 Using assumptions and decision variables in spreadsheet models 5 Limits to simple, deterministic models Module 2 Quiz: Classic Models Addressing Uncertainty and Probability in Models...
Data Science: Deep Learning and Neural Networks in Python
by Lazy Programmer Inc.- 4.6
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11 hours on-demand video
We go beyond basic models like logistic regression and linear regression and I show you something that automatically learns features. Be familiar with basic linear models such as linear regression and logistic regression...
$14.99
Advanced Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
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6 Weeks
Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up. This course is directed at people who are already familiar with basic linear regression and fundamentals of statistical inference. Multivariate analysis using Generalised Linear Models (GLMs): Mixed effects linear regression models....
$249
Predictive Analytics
by Dinesh Kumar- 0.0
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7 Weeks
Models such as multiple linear regression, logistic regression, auto-regressive integrated moving average (ARIMA), decision trees, and neural networks are frequently used in solving predictive analytics problems. Regression models help us understand the relationships among these variables and how their relationships can be exploited to make decisions....
$99
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Supervised Machine Learning, Unsupervised Machine Learning, Probability, and Statistics. Decomposition Models ARMA and ARIMA Models Autoregressive Models and Moving Average Models...
Deep Learning Prerequisites: Linear Regression in Python
by Lazy Programmer Inc.- 4.6
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6.5 hours on-demand video
This course teaches you about one popular technique used in machine learning, data science and statistics: linear regression. In the first section, I will show you how to use 1-D linear regression to prove that Moore's Law is true. You are correct! I will show you how linear regression can still be applied....
$17.99
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Machine Learning A-Z™: Hands-On Python & R In Data Science
by Kirill Eremenko- 4.5
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44 hours on-demand video
Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression TOP GRADIENT BOOSTING MODELS INCLUDING XGBOOST AND EVEN CATBOOST! Have a great intuition of many Machine Learning models Make robust Machine Learning models Build an army of powerful Machine Learning models and know how to combine them to solve any problem...
$17.99
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
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12 Weeks
In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance....
$249
Classical Machine Learning for Financial Engineering
by Ken Perry- 0.0
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7 Weeks
Learn a systemic approach to utilizing classical machine learning models and techniques to gain insights from data sets, and master the tools used in this task. In addition to the typical models and algorithms taught (e....
$799
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