Search result for Mathematics of machine learning mit Online Courses & Certifications
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Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 18 hours to complete
A learner with some or no previous knowledge of Machine Learning (ML) will get to know main algorithms of Supervised and Unsupervised Learning, and Reinforcement Learning, and will be able to use ML open source Python packages to design, test, and implement ML algorithms in Finance. Introduction to Fundamentals of Machine Learning in Finance...
Learn Data Science Deep Learning, Machine Learning NLP & R
by Cinnamon TechX- 4.5
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70.5 hours on-demand video
Machine learning is the process that powers many of the services we use today—recommendation systems like those on Netflix, YouTube, and Spotify; search engines like Google and Baidu; social-media feeds like Facebook and Twitter; voice assistants like Siri and Alexa. Mathematics and Statistics behind Machine Learning Algorithms and Models of Machine Learning...
$12.99
Mathematics & Statistics of Machine Learning & Data Science
by Cinnamon TechX- 4.2
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11 hours on-demand video
Learn Mathematics and Statistics of Machine Learning, Artificial Intelligence, Neural Networks and Deep Learning Machine learning is the process that powers many of the services we use today—recommendation systems like those on Netflix, YouTube, and Spotify; search engines like Google and Baidu; social-media feeds like Facebook and Twitter; voice assistants like Siri and Alexa....
$12.99
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
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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. Simple Introduction to Machine Learning Why Machine Learning Is Exciting Intro to Machine Learning Basics of Model Learning Limitations of Q Learning, and Introduction to Deep Q Learning...
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
by Eric Siegel- 4.8
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Approx. 17 hours to complete
There are no exercises involving coding or the use of machine learning software. This course includes illuminating software demos of machine learning in action using SAS products. Pitfalls: the seven deadly sins of machine learning Pitfalls: the seven deadly sins of machine learning Circumvent the most common technical pitfalls of machine learning...
Street-Fighting Math
by Isaac Chuang , Sanjoy Mahajan , Amira Eltony- 0.0
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4 Weeks
You will work hard, and, by the end of the course, have learned a rough-and-ready approach to using mathematics to understand the world. All required readings are available within the courseware, courtesy of The MIT Press. To take advantage of this offer, please use promotion code SFM30 at The MIT Press....
Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
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2.5 hours on-demand video
That simply means, you have understood the importance of mathematics to truly understand and learn Data Science and Machine Learning. Mathematics form the basis of almost all the Machine Learning algorithms. We will get you upto speed in the mathematics required for Machine Learning and Data Science. Probability plays an important role during classification type of machine learning problems....
$11.99
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Data Analysis: Statistical Modeling and Computation in Applications
by Stefanie Jegelka , Caroline Uhler , Karene Chu- 0.0
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15 Weeks
A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science. Learners will be guided to analyze a real data set from each of these areas of focus, and present their findings in written reports....
$300
Learn Data Science -Statistics,Machine Learning & NLP-Python
by Srini E- 0.0
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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
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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7.5 hours on-demand video
Python plays a important role in the adoption of Machine Learning (ML) in the business environment. During the latter stage of the course, learners will be introduced to real-world use cases of Machine Learning with Python for a Hands-On learning experience which would prepare them to create applications efficiently. Machine Learning, Deep Learning, AI and Data Science Basic Concepts...
$12.99
