Search result for Mathematical concepts Online Courses & Certifications
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Mathematical Foundation For Machine Learning and AI
by Eduonix Learning Solutions- 4.4
4.5 hours on-demand video
Learn the core mathematical concepts for machine learning and learn to implement them in R and python requires extensive programming and mathematical knowledge. mathematical foundation required for writing programs and algorithms help you breakdown the difficult mathematical concepts known to man mathematical theories: Linear Algebra, Multivariate Calculus and use the concepts in real life....
$9.99
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
Approx. 18 hours to complete
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. At the end of this course, you'll be familiar with important mathematical concepts and you can implement PCA all by yourself. Implement mathematical concepts using real-world data...
Probability and Statistics in Data Science using Python
by Alon Orlitsky , Yoav Freund- 0.0
10 Weeks
Probability and Statistics provide the mathematical foundation for such reasoning. You will learn both the mathematical theory, and get a hands-on experience of applying this theory to actual data using Jupyter notebooks. Concepts covered included: random variables, dependence, correlation, regression, PCA, entropy and MDL. The mathematical foundations for machine learning...
$350
Model-Based Automotive Systems Engineering
by Jonas Fredriksson- 0.0
7 Weeks
Modeling, control design, and simulation are important tools supporting engineers in the development of automotive systems, from the early study of system concepts (when the system possibly does not exist yet) to optimization of system performance. Develop causal and acausal mathematical models of dynamical systems...
$249
Principles of Computing (Part 1)
by Scott Rixner , Joe Warren , Luay Nakhleh- 4.7
Approx. 19 hours to complete
We will augment those skills with both important programming practices and critical mathematical problem solving skills. The mathematical portion of the class will focus on probability, combinatorics, and counting with an eye towards practical applications of these concepts in Computer Science....
Pre-University Calculus
by Bart van den Dries , Roelof Koekoek , Wolter Groenevelt , Fokko van de Bult- 0.0
8 Weeks
Calculus is an elementary mathematical course in any Science and Engineering Bachelor. You will learn to understand the necessary definitions and mathematical concepts needed and you will be trained to apply those and solve mathematical problems. You will feel confident in using basic mathematical techniques for your first calculus course at university-level, building on high-school level mathematics....
$50
Pre-University Calculus
by Bart van den Dries , Roelof Koekoek , Wolter Groenevelt , Fokko van de Bult- 0.0
8 Weeks
Calculus is an elementary mathematical course in any Science and Engineering Bachelor. You will learn to understand the necessary definitions and mathematical concepts needed and you will be trained to apply those and solve mathematical problems. You will feel confident in using basic mathematical techniques for your first calculus course at university-level, building on high-school level mathematics....
$50
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Algorithmic Thinking (Part 2)
by Luay Nakhleh , Scott Rixner , Joe Warren- 4.7
Approx. 12 hours to complete
This two-part class is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to computational problems. Once students have completed this class, they will have both the mathematical and programming skills to analyze, design, and program solutions to a wide range of computational problems....
Master Discrete Mathematics-Set Theory, Relations & More
by Engineering Education Hub by Prateek Porwal- 3.7
7 hours on-demand video
Mathematical Induction is also an indispensable tool for Mathematicians. Mathematicians use induction to conclude the truthfulness of infinitely many Mathematical Statements and Algorithms. After completing this discrete math course, you will find yourself more confident on Set Theory, Relations, Functions and Mathematical Induction, and will be clear with various terms and concepts associated with them....
$11.99
Algebra: Elementary to Advanced - Equations & Inequalities
by Joseph W. Cutrone, PhDTop Instructor- 4.8
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. This course will help solidify your computational methods, review algebraic formulas and properties, and apply these concepts model real world situations....