Search result for Mathematics for machine learning: linear algebra Online Courses & Certifications
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A crash course in neural networks for beginners
by Dan We- 4.1
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3 hours on-demand video
What is machine learning / ai ? How to learn machine learning in practice? machine learning / ai (artificial intelligence) is the hottest topic in this century - for good reasons. I agree that statistics, calculus and linear algebra are not everyone's favourite topics. A beginners guide for building neural networks in tensorflow machine learning with text for beginners...
$11.99
Applied Unsupervised Learning with R
by Packt Publishing- 4.5
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4.5 hours on-demand video
Bradford Tuckfield has designed and implemented data science solutions for firms in a variety of industries. He studied math for his bachelor's degree and economics for his Ph. He has written for scholarly journals and the popular press, on topics including linear algebra, psychology, and public policy. He is also an online trainer for Data Science and Machine Learning....
$11.99
Data Science: Natural Language Processing (NLP) in Python
by Lazy Programmer Inc.- 4.6
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12 hours on-demand video
In this course you will build MULTIPLE practical systems using natural language processing, or NLP - the branch of machine learning and data science that deals with text and speech. If you want more than just a superficial look at machine learning models, this course is for you. Optional: If you want to understand the math parts, linear algebra and probability are helpful...
$19.99
Applied AI with DeepLearning
by Romeo Kienzler , Niketan Pansare , Tom Hanlon , Max Pumperla , Ilja Rasin- 4.4
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Approx. 24 hours to complete
We’ll learn about the fundamentals of Linear Algebra and Neural Networks. If you’re already an expert, this peep under the mental hood will give your ideas for turbocharging successful creation and deployment of DeepLearning models. Cloud Architectures for AI and DeepLearning Linear algebra Methods for neural network training Where to get all the code and slides for download?...
From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase
by Loony Corn- 4.5
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20 hours on-demand video
A down-to-earth, shy but confident take on machine learning techniques that you can put to work today This course is practical as well : There are hundreds of lines of source code with comments that can be used directly to implement natural language processing and machine learning for text summarization, text classification in Python. Machine Learning:...
$14.99
Data Science for Marketing Analytics
by Packt Publishing- 4.3
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4.5 hours on-demand video
Debasish Behera works as a Data Scientist for a large Japanese corporate bank, where he applies machine learning/AI for solving complex problems. He graduated with honours from the Chennai Mathematical Institute with a degree in Mathematics and Computer Science and has done certification courses in Machine Learning and Artificial Intelligence from the International Institute of Information Technology, Hyderabad....
$11.99
The Complete R Programming for Data Science - 7 courses in 1
by Numyard Data Science Team- 4.5
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18.5 hours on-demand video
Beginner to Pro: Learn R programming language, R studio, ggplot2, dplyr, statistics, caret, machine learning, projects Statistical Foundations for Machine Learning: You will gain mastery over the ‘statistical foundations for machine learning’, which by itself is a full fledged statistics course. Master statistics for machine learning Master statistics for machine learning...
$12.99
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Making Predictions with Data and Python
by Packt Publishing- 4
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4 hours on-demand video
Python has become one of any data scientist's favorite tools for doing Predictive Analytics. By the end of this course, you will learn the various techniques in making predictions about bankruptcy and identifying spam text messages and then use our knowledge to create a credit card using a linear model for classification along with logistic regression....
$11.99
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....
Outlier Detection Algorithms in Data Mining and Data Science
by KDD Expert- 3.6
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2.5 hours on-demand video
Outlier Detection in Data Mining, Data Science, Machine Learning, Data Analysis and Statistics using PYTHON,R and SAS In short, not much! This course is perfect even for those with no knowledge of statistics and linear algebra. Outlier detection algorithms are useful in areas such as: Data Mining, Machine Learning, Data Science, Pattern Recognition, Data Cleansing, Data Warehousing, Data Analysis, and Statistics....
$12.99
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