Search result for Machine learning and linear algebra Online Courses & Certifications
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First Steps in Linear Algebra for Machine Learning
by Dmitri Piontkovski , Vsevolod L. Chernyshev- 4.1
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Approx. 21 hours to complete
The main goal of the course is to explain the main concepts of linear algebra that are used in data analysis and machine learning. Another goal is to improve the student’s practical skills of using linear algebra methods in machine learning and data analysis. Linear Algebra and Calculus Abstract algebra and linear algebra...
Complete linear algebra: theory and implementation in code
by Mike X Cohen- 4.8
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33.5 hours on-demand video
The way linear algebra is presented in 30-year-old textbooks is different from how professionals use linear algebra in computers to solve real-world applications in machine learning, data science, statistics, and signal processing. Understand the math underlying machine learning and linear classification algorithms. Linear algebra is a prerequisite of machine learning and artificial intelligence (A....
$13.99
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
This third course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate introduces you to some of the major machine learning algorithms that are used to solve the two most common supervised problems: regression and classification, and one of the most common unsupervised problems: clustering. Build Linear Regression Models Using Linear Algebra Module Introduction Linear Regression in Machine Learning...
Advanced Machine Learning and Signal Processing
by Romeo Kienzler , Nikolay Manchev- 4.5
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Approx. 27 hours to complete
We’ll learn about the fundamentals of Linear Algebra to understand how machine learning modes work. Then we introduce the most popular Machine Learning Frameworks for python Scikit-Learn and SparkML. Linear algebra Unsupervised Machine Learning Machine Learning Supervised Machine Learning Unsupervised Machine Learning Introduction to Unsupervised Machine Learning Wavelets and Machine Learning...
Complete Linear Algebra for Data Science & Machine Learning
by Kashif Altaf- 4.5
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18 hours on-demand video
Linear Algebra for Data Science, Big Data, Machine Learning, Engineering & Computer Science. · Linear Algebra is a prerequisite for many lucrative careers, including Data Science, Artificial Intelligence, Machine Learning, Financial Math, Data Engineering etc. I needed to get a better understanding and a good base of Linear Algebra for Data Science and Machine Learning and Kashif absolutely delivered....
$17.99
Complete Linear Algebra for Machine Learning - Data Science
by Manifold AI Learning ®- 3.8
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13 hours on-demand video
Master the Complete linear algebra for data science, machine learning & Deep Learning with Hands On Exercise in Python With the growing learners of Machine Learning, Data Science, and Deep Learning. Linear Algebra is one of the areas where everyone agrees to be a starting point in the learning curve of Machine Learning, Data Science, and Deep Learning....
$12.99
College Level Advanced Linear Algebra! Theory & Programming!
by Ahmed Fathy, MSc- 4.7
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35 hours on-demand video
Linear Algebra (matlab - python) & Matrix Calculus For Machine Learning, Robotics, Computer Graphics, Control, & more ! My Name is Ahmed Fathy, currently a machine learning scientist at Affectiva, and a university teacher previously. Those include Machine Learning and Deep Learning, Computer Graphics, Control Systems, Game Development, and even Pure Linear Algebra....
$14.99
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Linear Algebra for Data Science & Machine learning in Python
by El Farouk Yasser- 3.9
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10.5 hours on-demand video
Learn Concepts of Linear Algebra and Implement using Python 3, Hands on Numpy, Pandas for Data Science & Linear Algebra By the end of this course, you should very comfortable with Python, Linear algebra, and be able to follow throw any Math which uses the Linear Algebra notation in Machine learning algorithms....
$11.99
Machine Learning
by Andrew NgTop Instructor- 4.9
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Approx. 61 hours to complete
Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI)....
Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
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2.5 hours on-demand video
We will get you upto speed in the mathematics required for Machine Learning and Data Science. It is said that without calculus and differential equations, Machine Learning would have never been possible. We will also see, how the vectors and matrices together can be used for various data transformations in Machine Learning and Data Science....
$11.99
