Search result for What is linear algebra Online Courses & Certifications
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Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Optimization is the search for the best and most effective solution. Theoretical components of the course are made approachable, and require no formal background in linear algebra or calculus. 053x is optimization modeling. Theoretical aspects of Linear Programming Proficiency with linear and nonlinear solvers...
$49
Unsupervised Deep Learning in Python
by Lazy Programmer Team- 4.5
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8.5 hours on-demand video
This course is the next logical step in my deep learning, data science, and machine learning series. This method is also known as Contrastive Divergence or CD-k. Since this course is the 4th in the deep learning series, I will assume you already know calculus, linear algebra, and Python coding. linear algebra...
$34.99
Machine Learning Algorithms: Supervised Learning Tip to Tail
by Anna Koop- 4.7
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Approx. 9 hours to complete
You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the second course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute. What does a classifier actually do? What are decision trees? Scikitlearn documentation for linear regression (Optional)...
Algebra: Elementary to Advanced - Equations & Inequalities
by Joseph W. Cutrone, PhDTop Instructor- 4.8
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Approx. 10 hours to complete
This course is intended for students looking to create a solid algebraic foundation of fundamental mathematical concepts from which to take more advanced courses that use concepts from precalculus, calculus, probability, and statistics. Module 2: Linear Equations Linear Equations in Two Variables Notes: Linear Equations in One Variable Sample Problems: Linear Equations in One Variable...
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Topics covered include hypothesis testing, linear regression, nonlinear modeling, and machine learning. Number of observations is too small Dataset is not representative of the population that you are interested in Linear Modeling Linear Regression Correlation Is Not Causation Linear Regression Quiz What is Machine Learning? Apply linear modeling techniques to answer multivariable questions...
Computing for Data Analysis
by Richard (Rich) Vuduc- 0.0
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15 Weeks
The goal of this course, part of the Analytics: Essential Tools and Methods MicroMasters program, is for you to learn how to build these components and connect them using modern tools and techniques. For instance, “under the hood” of modern data analysis lies numerical linear algebra, numerical optimization, and elementary data processing algorithms and data structures....
$825
Machine Learning Prerequisites for 2021
by Pythonist org- 4.3
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1.5 hours on-demand video
Machine Learning is a vast subject that involved various other fields like Mathematics and Statistics which makes it complex....
$12.99
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Matlab and Octave in Jupyter Notebook
by Sourabh Sinha- 3.9
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2 hours on-demand video
Octave is Opensource alternative of Matlab. Linear Algebra using Matlab/Octave...
$12.99
Robotics: Aerial Robotics
by Vijay Kumar- 4.5
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Approx. 18 hours to complete
Mathematical prerequisites: Students taking this course are expected to have some familiarity with linear algebra, single variable calculus, and differential equations. Programming prerequisites: Some experience programming with MATLAB or Octave is recommended (we will use MATLAB in this course. Dynamics and 1-D Linear Control...
The Complete NumPy course For Data Science : Hands-on NumPy
by Ankit Mistry- 4.1
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3 hours on-demand video
The world is multidimensional. So if you want to learn about fastest python based numerical multi dimensional data processing framework, which is the foundation for many data science package like pandas for data analysis, sklearn scikit-learn for machine learning algorithm, you are at right place. Why and What NumPy is Linear algebra function...
$12.99
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