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#Newton's Method

Showing: 22 courses
NPTEL

Dynamics of Physical System

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This course covers lessons on newton's method and constraints, derivation of the Lagrangian equation, bond graph approach, vector field around equilibrium points, high dimensional linear systems, and dynamics of nonlinear systems.
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34 Lesons
1 day 8 hours
On-Demand
Free-Video
Eddie Woo

Applications of Calculus

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Explore calculus applications in volume calculation using slicing, shells, and cross-sections. Learn Newton's Method and tackle exam-style questions for practical understanding.
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40 Lesons
6 hours
On-Demand
Free-Video
3Blue1Brown

Newton's Method Produces This Fractal, Why Don't We Teach It in Calculus Classes?

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Explore the fascinating fractal produced by Newton's method for finding roots of polynomials, revealing unexpected complexity in a seemingly simple mathematical technique.
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6 Lesons
26 minutes
On-Demand
Free-Video
Pascal Poupart

Logistic Regression and Generalized Linear Models

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Explore exponential family models, logistic regression, and Newton's method for classification tasks, with applications in app recommendation and sparse data analysis.
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11 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Insights into Mathematics

Newton's Method for Approximating Cube Roots - Real Numbers and Limits Math Foundations

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Newton's method for approximating cube roots: explore cubes, cube roots, and techniques to find approximate solutions. Learn about Taylor expansion, tangent lines, and advanced methods like the weighted Babylonian and quadratic Newton approaches.
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8 Lesons
30 minutes
On-Demand
Free-Video
Insights into Mathematics

Newton's Method and Algebraic Curves - Real Numbers and Limits Math Foundations

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Explore Newton's method for algebraic curves, examining Fermat curves and Bernoulli's Lemniscate. Learn about Taylor expansions, tangent planes, and iterative techniques for approximating curve intersections.
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8 Lesons
30 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Conics in a Second by Bernd Sturmfels

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Explore conics through historical and modern perspectives, from pentagon construction to applied algebraic geometry, with insights on Newton's method and enumerative geometry.
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13 Lesons
35 minutes
On-Demand
Free-Video
Simons Institute

Optimization: Higher-order Methods - Part 2

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Explore advanced optimization techniques and higher-order methods for fast algorithms, focusing on data structures and their applications in algorithmic efficiency.
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1 Lesons
46 minutes
On-Demand
Free-Video
Simons Institute

Optimization: Higher-order Methods - Part 1

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Explore advanced optimization techniques using higher-order methods, focusing on theoretical foundations and practical applications in algorithm design and data structures.
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1 Lesons
57 minutes
On-Demand
Free-Video
Simons Institute

An Introduction to Newton’s Method on Semirings

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Explore Newton's method generalization for solving polynomial fixpoint equations on omega-continuous semirings, its applications, and characterization of Newton approximants to the fixpoint.
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1 Lesons
47 minutes
On-Demand
Free-Video
Insights into Mathematics

Formal Power Series and the Miraculous Relation Between E (exp) and L (log)

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Explore formal power series as a powerful alternative to traditional analysis, focusing on the miraculous inverse relationship between exp and log polyseries variants E and L.
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1 Lesons
26 minutes
On-Demand
Free-Video
Insights into Mathematics

Solving Quadratics and Cubics Approximately - Real Numbers and Limits - Math Foundations 85

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Explore approximate solutions for quadratic and cubic equations using standard formulas and Newton's method. Learn historical context and connect algebraic techniques with numerical methods.
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8 Lesons
36 minutes
On-Demand
Free-Video
Insights into Mathematics

Newton's Method for Finding Zeros - Real Numbers and Limits

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Explore Newton's method for finding zeros, focusing on quadratic functions and approximating square roots. Learn about tangent lines, recursion, and practical applications in mathematics.
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8 Lesons
26 minutes
On-Demand
Free-Video
GERAD Research Center

Gradient and Hessian Approximations for Model-based Blackbox Optimization

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Explore gradient and Hessian approximations for blackbox optimization, covering theoretical foundations, novel techniques, and practical applications in medical physics.
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18 Lesons
48 minutes
On-Demand
Free-Video
Banach Center

Improvement of Newton's Method

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Explore advanced techniques to enhance Newton's Method, focusing on optimization and convergence strategies for solving nonlinear equations efficiently.
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1 Lesons
28 minutes
On-Demand
Free-Video
Simons Institute

Optimization: Interior Point Methods - Part 2

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Explore advanced interior point methods for optimization, focusing on data structures and algorithms to enhance computational efficiency in solving complex problems.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Optimization: Interior Point Methods - Part 1

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Explore interior point methods for optimization with Stanford's Yinyu Ye, covering fundamental concepts and applications in data structures and fast algorithms.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Aaron Sidford: Introduction to Interior Point Methods for Discrete Optimization, Lecture II

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Explore interior point methods for discrete optimization, covering theory, advances, and applications in flow, matching, and linear programming problems.
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13 Lesons
1 hour 18 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Stochastic Gradient Descent and Machine Learning - Lecture 1

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Explore optimization methods, gradient descent, Newton's method, and convexity in machine learning. Gain insights into iterative algorithms and their applications in statistical physics and data analysis.
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20 Lesons
1 hour 53 minutes
On-Demand
Free-Video
MITCBMM

Statistical Learning Theory and Applications - Class 6

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Explore statistical learning theory with focus on Newton's method, recursive computation, and online methods for efficient problem-solving and data analysis.
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8 Lesons
1 hour 33 minutes
On-Demand
Free-Video
IEEE

Unit Capacity Maxflow in Almost m - 4/3 Time

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Explore advanced algorithms for solving unit capacity maxflow problems, featuring innovative techniques and improved time complexity.
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15 Lesons
28 minutes
On-Demand
Free-Video
Inside Livermore Lab

Interpolation at Arbitrary Points in High-Order Meshes on GPUs

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Discover advanced techniques for arbitrary point interpolation in high-order mesh computations, focusing on GPU optimization and parallel processing for efficient scientific simulations.
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1 Lesons
24 minutes
On-Demand
Free-Video