Search result for Statistical techniques Online Courses & Certifications
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24h Pro data science in R
by Francisco Juretig- 3.6
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18.5 hours on-demand video
This course explores several modern machine learning and data science techniques in R. We showcase a wide array of statistical and machine learning techniques. Using R's statistical functions for drawing random numbers, calculating densities, histograms, etc....
$12.99
Understanding Regression Techniques
by Najib Mozahem- 4.4
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7 hours on-demand video
The theory behind each of these three techniques is described in an intuitive and non-mathematical way. The course does not assume the use of any specific statistical software. Therefore, this course should be of use to anyone intending on applying regression techniques no matter which software they use....
$11.99
Bayesian Statistics: Mixture Models
by Abel Rodriguez- 4.7
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Approx. 22 hours to complete
Bayesian Statistics: Mixture Models introduces you to an important class of statistical models. Some exercises require the use of R, a freely-available statistical software package....
Machine Learning
by Qiang Liu- 0.0
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12 Weeks
This course focuses on core algorithmic and statistical concepts in machine learning. This class introduces the fundamental mathematical models, algorithms, and statistical tools needed to perform core tasks in machine learning. ○ Techniques for supervised learning including classification and regression. ○ Statistical methods for interpreting models generated by learning algorithms....
$1000
Easy Statistics: Non-Linear Regression
by F. Buscha- 5
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1 hour on-demand video
Learning and applying new statistical techniques can often be a daunting experience. "Easy Statistics" is designed to provide you with a compact, and easy to understand, course that focuses on the basic principles of statistical methodology. To learn and understand the basic statistical intuition behind Non-Linear regression...
$12.99
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
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Approx. 14 hours to complete
A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. You will be guided through installing and using R and RStudio (free statistical software), and will use this software for lab exercises and a final project....
The STATA OMNIBUS: Regression and Modelling with STATA
by F. Buscha- 4.4
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17 hours on-demand video
Learning and applying new statistical techniques can often be a daunting experience. Learning and applying new statistical techniques can be daunting experience. The focus of this class will consistently be on creating a “good practice” and emphasising the practical application – and interpretation – of commonly used statistical techniques without resorting to deep statistical theory or equations....
$9.99
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Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
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4 Weeks
In the age of ‘big data’, with datasets rapidly growing in size and complexity and cloud computing becoming more pervasive, machine learning techniques are fast becoming a core component of large-scale data processing pipelines. The underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines How to implement distributed algorithms for fundamental statistical models...
$99
Complete Time Series Data Analysis Bootcamp In R
by Minerva Singh- 4.2
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5.5 hours on-demand video
Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R I have +5 years of experience in analyzing real life data from different sources using data science related techniques and i have produced many publications for international peer reviewed journals....
$9.99
Linear regression in R for Data Scientists
by Francisco Juretig- 3
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7 hours on-demand video
We will review the theory, and we will concentrate on the R applications using real world data (R is a free statistical software used heavily in the industry and academia). After completing this course, the user is expected to be fully proficient with these techniques in an industry/business context....
$9.99
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