Search result for Mathematics for machine learning Online Courses & Certifications
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Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
Machine Learning for Investment Decisions: A Brief Guided Tour References for module 1"Introducing the fundamentals of machine learning" Machine learning techniques for robust estimation of factor models References for module 2"Machine learning techniques for robust estimation of factor models" Machine learning techniques for efficient portfolio diversification Machine learning techniques for regime analysis...
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
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Approx. 18 hours to complete
However, this type of abstract thinking, algebraic manipulation and programming is necessary if you want to understand and develop machine learning algorithms. Heading for the next module!...
Machine Learning for All
by Dr Marco Gillies- 4.7
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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...
Mathematics for Machine Learning: Multivariate Calculus
by Samuel J. Cooper , David Dye , A. Freddie Page- 4.7
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Approx. 18 hours to complete
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We then start to build up a set of tools for making calculus easier and faster. Hopefully, without going into too much detail, you’ll still come away with the confidence to dive into some more focused machine learning courses in future....
Mathematics for Machine Learning: Linear Algebra
by David Dye , Samuel J. Cooper , A. Freddie Page- 4.7
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Approx. 19 hours to complete
At the end of this course you will have an intuitive understanding of vectors and matrices that will help you bridge the gap into linear algebra problems, and how to apply these concepts to machine learning. Introduction to Linear Algebra and to Mathematics for Machine Learning Introduction: Solving data science challenges with mathematics...
Fundamentals of Machine Learning for Healthcare
by Matthew LungrenTop Instructor , Serena YeungTop Instructor- 4.8
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Approx. 12 hours to complete
We will explore machine learning approaches, medical use cases, metrics unique to healthcare, as well as best practices for designing, building, and evaluating machine learning applications in healthcare. Evaluation and Metrics for machine learning in healthcare Building Multidiciplinary Teams for Clinical Machine Learning Learn important approaches for leveraging data to train, validate, and test machine learning models....
Learn Data Science Deep Learning, Machine Learning NLP & R
by Cinnamon TechX- 4.5
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70.5 hours on-demand video
These chips are not just used to train models for Google DeepMind and Google Brain, but also the models that underpin Google Translate and the image recognition in Google Photo, as well as services that allow the public to build machine learning models using Google's TensorFlow Research Cloud. Mathematics and Statistics behind Machine Learning...
$12.99
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. The goal of Guided Tour of Machine Learning in Finance is to get a sense of what Machine Learning is, what it is for and in how many different financial problems it can be applied to. Machine Learning as a Foundation of Artificial Intelligence, Part I...
Machine Learning in JavaScript with TensorFlow.js
by tech.courses team- 4.4
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6.5 hours on-demand video
Master machine learning with JavaScript and TensorFlowJS. This is the tutorial you've been looking for to become a modern JavaScript machine learning master in 2020. Machine Learning in TensorFlow. This course is fun and engaging, with Machine Learning learning outcomes provided in bitesize topics: Machine Learning in Javascript and TensorFlowJS 2. Data preparation for machine learning...
$18.99
Fundamental Mathematics & Statistics for Machine Learning
by Govind Kumar- 0.0
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2.5 hours on-demand video
Learn these concepts First before learning Machine Learning Since Machine Learning is a field at the intersection of statistics, probability, computer science, and mathematics, its essential for practitioners and budding enthusiasts to assimilate these core concepts. Without this understanding, deploying and utilizing machine learning will always remain challenging....
$12.99
