Search result for Mathematics for machine learning: linear algebra Online Courses & Certifications
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Machine Learning with Javascript
by Stephen Grider- 4.6
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17.5 hours on-demand video
Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects. If you're here, you already know the truth: Machine Learning is the future of everything. There are many courses on Machine Learning already available. Pick up the basics of Linear Algebra so you can dramatically speed up your code with matrix-based operations....
$22.99
Unsupervised Machine Learning Hidden Markov Models in Python
by Lazy Programmer Team- 4.6
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9.5 hours on-demand video
While the current fad in deep learning is to use recurrent neural networks to model sequences, I want to first introduce you guys to a machine learning algorithm that has been around for several decades now - the Hidden Markov Model. If you want more than just a superficial look at machine learning models, this course is for you....
$29.99
Introduction to Enumerative Combinatorics
by Evgeny Smirnov- 4.7
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Approx. 111 hours to complete
However, some acquaintance with basic linear algebra and analysis (including Taylor series expansion) may be very helpful. Generating function for partitions inside a rectangle Recurrence relation for q-binomial coefficients 1 Recurrence relation for q-binomial coefficients 2 Explicit formula for q-binomial coefficients Sidebar: q-binomial coefficients in linear algebra !!!Solutions for the older version of the Final...
Recommender Systems and Deep Learning in Python
by Lazy Programmer Inc.- 4.6
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12 hours on-demand video
The most in-depth course on recommendation systems with deep learning, machine learning, data science, and AI techniques Companies like Amazon, Netflix, and Spotify have been using recommendations to suggest products, movies, and music to customers for many years now. For advanced sections, know calculus, linear algebra, and probability for a deeper understanding...
$18.99
Machine Learning: Regression
by Emily Fox , Carlos Guestrin- 4.8
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Approx. 22 hours to complete
In this course, you will explore regularized linear regression models for the task of prediction and feature selection. Training/validation/test split for model selection, fitting, and assessment Overfitting for more general multiple regression models Can we use regularization for feature selection? Coordinate descent for least squares regression (normalized features) Coordinate descent for lasso (normalized features)...
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
Data Science, Analytics & AI for Business & the Real World™
by Rajeev D. Ratan- 4.5
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30 hours on-demand video
Data Science, Analytics & AI for Business & the Real World™ 2020 Statistics for Data Science in Detail - Sampling, Distributions, Normal Distribution, Descriptive Statistics, Correlation and Covariance, Probability Significance Testing, and Hypothesis Testing. Machine Learning Theory - Linear Regressions, Logistic Regressions, Decision Trees, Random Forests, KNN, SVMs, Model Assessment, Outlier Detection, ROC & AUC and Regularization...
$9.99
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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 In the summer of 2018, Google took a step towards offering the same quality of automated translation on phones that are offline as is available online, by rolling out local neural machine translation for 59 languages to the Google Translate app for iOS and Android....
$12.99
Introduction to Quantum Computing
by Yassin Marco- 3.7
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2.5 hours on-demand video
Then this course is definitely for you and you will love it. Finally, you will not only have an introduction to the topic but also to Microsoft Q the programming language used for quantum computing. Indeed, you will at first learn all the basics of mathematics especially linear algebra. For who is this course designed...
$11.99
Complete High Speed Vedic Math Course
by Gaurav Tekriwal- 4.6
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14.5 hours on-demand video
If yes then this course is for you! Everything you wanted to know about High-Speed Vedic Mathematics and more. Learn High Speed Vedic Mathematics which will enable you to calculate much faster compared to the conventional system. Through Vedic Math you can do calculations in Arithmetic, Algebra and even Trigonometry for that matter and simplify and speed up calculations....
$17.99
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