About this Paths
This skill will explore advanced mathematical and statistical models and their implementation in the R language.These modeling approaches are relevant to machine learning and in categorizing algorithms.
What You'll Learn
| From | Pluralsight |
|---|---|
| Hours | 22 |
| Instructors | Janani Ravi, Brandon Strain, Chase DeHan |
| Language | English |
| Subjects | IT & Networking |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Advanced Teller $45k
Customized Itinerary Specialist - Explore America $54k
Assistant Professor, Advanced Taxation and Advanced Financial Accounting $65k
Advanced Applications $72k
Advanced Practice Coordinator $76k
Advanced Engineer 4 $78k
Advanced Regulatory Analyst $89k
advanced practitioner $90k
Safety Professional, Advanced $99k
Advanced Specialist Manager $116k
Advanced Systems Engineer 2 $125k
Architect Advanced $133k
Courses in this Paths
Listed in the order in which they should be taken
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Understanding Statistical Models and Mathematical Models Data science and data modeling are fast emerging as crucial capabilities that every enterprise and every technologist and it us important to choose the type of model most... Pluralsight |
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Solving Problems with Numerical Methods The growth in computing power means that problems that were hard to solve earlier can now be tackled using numerical techniques. These are algorithms that seek to find numerical... Pluralsight |
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Applying the Mathematical MASS Model with R Before machine learning and Python made statistics a subject of MASS popular appeal, an entire generation of applied statisticians learned their craft from the famous textbook... Pluralsight |
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Applying Differential Equations and Inverse Models with R Differential equations are a topic rich in history - several important results date back to the 18th and 19th centuries - but their importance is not confined to the history... Pluralsight |
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Performing Dimension Analysis with R Dimensionality Reduction is a powerful and versatile unsupervised machine learning technique that can be used to improve the performance of virtually every ML model. Using... Pluralsight |
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On Demand |
Applying Linear Algebra with R Would you like to better understand the basics of linear algebra so that you can better understand the techniques used in regression and machine learning? In this course, Applying... Pluralsight |
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On Demand |
Building Statistical Summaries with R (You were viewing this course) The tools of machine learning - algorithms, solution techniques, and even neural network architectures, are becoming commoditized. Everyone is using the same tools these days, so... Pluralsight |
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On Demand |
Implementing Bootstrap Methods in R Perhaps the most common type of problem in statistics involves estimating some property of the population, and also quantifying how confident you can be in our estimates of that... Pluralsight |
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On Demand |
Implementing Monte Carlo Method in R Repeated sampling using the Monte Carlo method can be a much more efficient approach in solving difficult problems vs. standard mathematical or statistical practices. In this... Pluralsight |
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|
| From | Pluralsight |
|---|---|
| Hours | 22 |
| Instructors | Janani Ravi, Brandon Strain, Chase DeHan |
| Language | English |
| Subjects | IT & Networking |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Advanced Teller $45k
Customized Itinerary Specialist - Explore America $54k
Assistant Professor, Advanced Taxation and Advanced Financial Accounting $65k
Advanced Applications $72k
Advanced Practice Coordinator $76k
Advanced Engineer 4 $78k
Advanced Regulatory Analyst $89k
advanced practitioner $90k
Safety Professional, Advanced $99k
Advanced Specialist Manager $116k
Advanced Systems Engineer 2 $125k
Architect Advanced $133k
Similar Courses
Sorted by relevance
