Newton's Method Courses and Certifications

Insights into Mathematics

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

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.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Simons Institute

An Introduction to Newton’s Method on Semirings

Explore Newton's method generalization for solving polynomial fixpoint equations on omega-continuous semirings, its applications, and characterization of Newton approximants to the fixpoint.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Foundations of Optimization Algorithms

Master optimization algorithms from Newton's Method to adaptive learning rates, covering gradient descent, momentum techniques, and Adagrad for effective machine learning model tuning.

• CodeSignal
• On-Demand
• Free Certificate

Operations Research (2): Optimization Algorithms

139 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

• Coursera
• 12 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Advanced Calculus

Explore advanced calculus concepts, from differential and integral techniques to series representations and differential equations. Enhance problem-solving skills and gain a deeper understanding of mathematical foundations.

• Coursera
• 1 day 14 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Calculus 1 with the Math Sorcerer

1234 ratings at Udemy

The ULTIMATE Calculus 1 Course! Hundreds of Videos and Tons of Assignments with Solutions:)

• Udemy
• 16 hours 20 minutes
• On-Demand
• Paid Course

Introduction to Orbital Mechanics for Engineering Students

231 ratings at Udemy

Master the fundamentals of elliptical orbits, from Kepler's laws to orbital elements. Learn to calculate trajectories, determine positions and velocities of orbiting bodies, and apply Newton's root-finding method.

• Udemy
• 5 hours 55 minutes
• On-Demand
• Paid Course

Learn Calculus 2 & 3 from scratch to Advanced

32 ratings at Udemy

Calculus 2 & 3 through animation,explanations,plenty of solved examples to help you in exam

• Udemy
• 13 hours
• On-Demand
• Paid Course

NPTEL;  IIT Kharagpur

Dynamics of Physical System

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.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

IIT Kanpur;  NPTEL

Calculus of One Real Variable

Develop a thorough understanding of fundamental calculus concepts for single variables, essential for sciences, engineering, and economics. Covers limits, derivatives, integration, and series.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Zhejiang Sci-Tech University

Applications of Calculus

Explore practical applications of calculus across physics, engineering, and economics - from space travel to optimal profit calculations, with real-world examples and historical context.

• XuetangX
• On-Demand
• Free Online Course

Optimization Algorithms: Theory and Software Implementation

Master optimization algorithms through hands-on Python implementation, covering line search, descent methods, Newton's techniques, and constrained optimization, with practical applications in machine learning and econometrics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Eddie Woo

Applications of Calculus

Explore calculus applications in volume calculation using slicing, shells, and cross-sections. Learn Newton's Method and tackle exam-style questions for practical understanding.

• YouTube
• 6 hours
• On-Demand
• Free Video

IEEE

Unit Capacity Maxflow in Almost m - 4/3 Time

Explore advanced algorithms for solving unit capacity maxflow problems, featuring innovative techniques and improved time complexity.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

MITCBMM

Statistical Learning Theory and Applications - Class 6

Explore statistical learning theory with focus on Newton's method, recursive computation, and online methods for efficient problem-solving and data analysis.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video