Search result for Pca Online Courses & Certifications
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Principal Component Analysis (PCA) and Factor Analysis
by Gopal Prasad Malakar- 4.3
1.5 hours on-demand video
Analytics / Machine Learning / Dimensionality Reduction : PCA & Factor Analysis using SAS and R program Properties of Principal ComponentsSummarize PCA conceptsUnderstand why first eigen value is bigger than second, second is bigger than third and so onData Treatment for conducting PCA Conduct PCA using SAS: UnderstandCorrelation MatrixEigen value tableScree plotHow many pricipal components one should keep?...
$9.99
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
Approx. 18 hours to complete
Using all these tools, we'll then derive PCA as a method that minimizes the average squared reconstruction error between data points and their reconstruction. At the end of this course, you'll be familiar with important mathematical concepts and you can implement PCA all by yourself. Problem setting and PCA objective Steps of PCA...
Connect the Dots: Factor Analysis
by Loony Corn- 3.7
1.5 hours on-demand video
Factor extraction using PCA in Excel, R and Python Implementing PCA in Excel, R and Python Apply PCA to explain the returns of a technology stock like AppleFind the principal components and use them to build a regression model ...
$9.99
Unsupervised Deep Learning in Python
by Lazy Programmer Team- 4.5
8.5 hours on-demand video
Autoencoders, Restricted Boltzmann Machines, Deep Neural Networks, t-SNE and PCA Finally, we’ll bring all these concepts together and I’ll show you visually what happens when you use PCA and t-SNE on the features that the autoencoders and RBMs have learned, and we’ll see that even without labels the results suggest that a pattern has been found....
$34.99
PCA & multivariate signal processing, applied to neural data
by Mike X Cohen- 4.7
10 hours on-demand video
Learn and apply cutting-edge data analysis techniques for the age of "big data" in neuroscience (theory and MATLAB code) What is this course all about? Neuroscience (brain science) is changing -- new brain-imaging technologies are allowing increasingly huge data sets, but analyzing the resulting Big Data is one of the biggest struggles in modern neuroscience (if don't believe me, ask a neuroscientist!)....
$11.99
Practical Data Science: Reducing High Dimensional Data in R
by Manuel Amunategui- 4.4
2.5 hours on-demand video
In this R course, we'll see how PCA can reduce a 5000+ variable data set into 10 variables and barely lose accuracy!...
$19.99
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
7.5 hours on-demand video
The first course, Hands-On Unsupervised Learning with Python, covers usage of Python to apply market basket analysis, PCA and dimensionality reduction, as well as cluster algorithms. The Key Ideas Behind PCA The Key Ideas Behind PCA (Continued) The Linear Algebra Behind PCA The Linear Algebra Behind PCA (Continued) PCA in Practice...
$12.99
Probability and Statistics in Data Science using Python
by Alon Orlitsky , Yoav Freund- 0.0
10 Weeks
Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such reasoning. The mathematical foundations for machine learning...
$350
Google Certified Professional Cloud Architect - Mock Test
by BINKIS DEV- 2.6
GCP - PCA Certification Exam | Unique & Most Latest Questionnaires...
$12.99
Data Science for AI and Machine Learning Using Python
by Shiv Onkar Deepak Kumar- 3.9
9.5 hours on-demand video
Become Data Science (Machine Learning) professional by learning from Data Science professional Becoming Data Science professional (Data Scientist) is a long journey and need guidance from seasoned Data Science professional (Chief Data Scientist). We are trying to manage the journey such a way that you learn right skills and in the right way....
$12.99