Search result for Mathematics for machine learning specialization Online Courses & Certifications
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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. Simultaneously, while this course can be taken as a separate course, it serves as a preview of topics that are covered in more details in subsequent modules of the specialization Machine Learning and Reinforcement Learning in Finance....
A Crash Course in Data Science
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.5
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Approx. 7 hours to complete
This class is for anyone who wants to learn what all the data science action is about, including those who will eventually need to manage data scientists. How statistics, machine learning, and software engineering play a role in data science Machine learning further reading Machine learning Machine learning Understand how Statistics and Machine Learning affect Data Science...
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!...
Follow a Machine Learning Workflow
by Renée Cummings- 0.0
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Approx. 20 hours to complete
Follow a Machine Learning Workflow Course Introduction Machine Learning Datasets Guidelines for Selecting a Machine Learning Dataset ETL and Machine Learning Pipelines Machine Learning Algorithms Guidelines for Setting Up a Machine Learning Model Guidelines for Incorporating Machine Learning into a Long-Term Solution Collect and prepare a dataset to use for training and testing a machine learning model....
Introduction to Applied Machine Learning
by Anna Koop- 4.7
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Approx. 7 hours to complete
This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. You will prepare data for effective machine learning applications. This is the first course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute....
Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
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Approx. 11 hours to complete
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. Solve Business Problems with AI and Machine Learning Course Introduction Machine Learning Model Guidelines for Following the Machine Learning Workflow Guidelines for Formulating a Machine Learning Outcome Guidelines for Configuring a Machine Learning Toolset...
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....
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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...
End-to-End Machine Learning with TensorFlow on GCP
by Google Cloud Training- 4.5
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Approx. 13 hours to complete
In the first course of this specialization, we will recap what was covered in the Machine Learning with TensorFlow on Google Cloud Platform Specialization (https://www. So, this course is set up as a workshop and in this workshop, you will do End-to-End Machine Learning with TensorFlow on Google Cloud Platform Machine Learning (ML) on Google Cloud Platform (GCP)...
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
