Search result for Linear models Online Courses & Certifications
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Mechanics of Deformable Structures: Part 1
by David Parks , Simona Socrate- 0.0
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12 Weeks
Understand the formulation of thermo-elastic, elastic-perfectly-plastic and linear viscoelastic models for the material response...
$99
Observation Theory: Estimating the Unknown
by Ramon Hanssen , Sandra Verhagen , Sami Samiei-Esfahany- 0.0
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6 Weeks
Using the concepts of least squares and best linear unbiased estimation (BLUE), parameters are estimated and analyzed in terms of precision and significance. How to translate real-life estimation problems to easy mathematical models Practical understanding of least squares estimation and best linear unbiased estimation, and how to apply these methods...
$50
Observation Theory: Estimating the Unknown
by Ramon Hanssen , Sandra Verhagen , Sami Samiei-Esfahany- 0.0
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6 Weeks
Using the concepts of least squares and best linear unbiased estimation (BLUE), parameters are estimated and analyzed in terms of precision and significance. How to translate real-life estimation problems to easy mathematical models Practical understanding of least squares estimation and best linear unbiased estimation, and how to apply these methods...
$50
Machine Learning 101 with Scikit-learn and StatsModels
by 365 Careers- 4.6
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5 hours on-demand video
This is the place to start: Linear regression, Logistic regression & Cluster Analysis Linear regression Even neural networks geeks (like us) can’t help, but admit that it’s these 3 simple methods - linear regression, logistic regression and clustering that data science actually revolves around....
$14.99
Machine Learning Technical Interview
by Vladimir Poliakov- 3.6
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5 hours on-demand video
We will consider simple linear algorithms, regularization, maximum likelihood method. Recall many classification and regression models...
$11.99
Quantum Machine Learning
by Peter Wittek- 0.0
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9 Weeks
General linear algebra subroutines by quantum algorithms....
$49
Motion Planning for Self-Driving Cars
by Steven Waslander , Jonathan Kelly- 4.8
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Approx. 32 hours to complete
This is an intermediate course, intended for learners with some background in robotics, and it builds on the models and controllers devised in Course 1 of this specialization. 0, and familiarity with Linear Algebra (matrices, vectors, matrix multiplication, rank, Eigenvalues and vectors and inverses) and calculus (ordinary differential equations, integration)....
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Foundations of Data Science
by Dinesh Kumar- 0.0
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7 Weeks
Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science. These fundamental concepts in linear algebra will be discussed. Describe the role of probability theory, optimization and linear algebra in the field of Artificial Intelligence. Explain optimization and linear algebra concepts and their applications in ML and AI....
$149
Practical Deep Learning with PyTorch
by Deep Learning Wizard- 4.3
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6.5 hours on-demand video
And for those with a strong background, it would accelerate your learning in understanding the different models in deep learning. You can practice and tweak the models until you truly understand every line of code as we go along....
$15.99
Ensemble Machine Learning in Python: Random Forest, AdaBoost
by Lazy Programmer Team- 4.6
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5.5 hours on-demand video
We've already learned some classic machine learning models like k-nearest neighbor and decision tree. But what if we could combine these models to eliminate those limitations and produce a much more powerful classifier or regressor? Simple machine learning models like linear regression and decision trees...
$29.99
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