Search result for Mathematics for machine learning: pca Online Courses & Certifications
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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) neuroscience researcher who is looking for ways to analyze your multivariate data. student who wants to be competitive for a neuroscience PhD or postdoc position. Unsure if this course is right for you? But this course is not right for everyone....
$11.99
Machine Learning Prerequisites for 2021
by Pythonist org- 4.3
1.5 hours on-demand video
Learn the foundation and prerequisites to become a Machine Learning Engineer In this course, you are going to learn the prerequisites for machine learning. Machine Learning is a vast subject that involved various other fields like Mathematics and Statistics which makes it complex....
$12.99
Complete linear algebra: theory and implementation in code
by Mike X Cohen- 4.8
33.5 hours on-demand video
Several distinct explanations of the same ideas, which is a proven technique for learning. Improve your coding skills! You do need to have a little bit of coding experience for this course (I do not teach elementary Python or MATLAB), but you will definitely improve your scientific and data analysis programming skills in this course....
$13.99
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 This course is the next logical step in my deep learning, data science, and machine learning series. If you want more than just a superficial look at machine learning models, this course is for you. Know why PCA is useful for dimensionality reduction, visualization, de-correlation, and denoising Write the code for PCA...
$34.99
Machine Learning
by Andrew NgTop Instructor- 4.9
Approx. 61 hours to complete
Machine learning is the science of getting computers to act without being explicitly programmed. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. Advice for Applying Machine Learning Advice for Applying Machine Learning Data For Machine Learning Advice for Applying PCA...
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
Approx. 26 hours to complete
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc. These practice exercises will teach you how to implement machine learning algorithms with PyTorch, open source libraries used by leading tech companies in the machine learning field (e. Motivation for Multilayer Perceptron...
Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
15.5 hours on-demand video
Mathematics forms the core of data science and machine learning. Matrix Operations for Machine Learning How to apply all of the essential vector and matrix operations for machine learning and data science Develop an understanding of what’s going on beneath the hood of machine learning algorithms, including those used for deep learning...
$17.99
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AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
14.5 hours on-demand video
Machine and deep learning are the hottest topics in tech! Diverse fields have adopted ML and DL techniques, from banking to healthcare, transportation to technology. Project #2: Train, test and deploy a multiple linear regression machine learning model to predict medical insurance premium. Basic knowledge of Machine Learning, python programming and AWS cloud is recommended....
$12.99
Machine Learning for All
by Dr Marco Gillies- 4.7
Approx. 22 hours to complete
Machine Learning has a reputation for being one of the most complex areas of computer science, requiring advanced mathematics and engineering skills to understand it. NB this course is designed to introduce you to Machine Learning without needing any programming. Welcome to Machine Learning for All Interview: Advice for your first Machine Learning Project Preparing for your machine learning project...
Learn Data Science -Statistics,Machine Learning & NLP-Python
by Srini E- 0.0
20 hours on-demand video
Learn Data Science from the basics of Statistics, Mathematics ,Machine Learning & NLP with Python This Course is designed for Beginners to start learning/Understanding Data Science from the basics of Mathematics , Statistics, Machine Learning , NLP (Text Mining) & Deep Learning using Python Programming Language....
$12.99