Curve Fitting Courses and Certifications

MathWorks

Curve Fitting Onramp

Explore curve fitting basics, compare fits, and apply results to determine optimal electric vehicle speed using the Curve Fitter app.

• MATLAB Academy
• 1-2 hours
• On-Demand
• Free Certificate

Numerical Computations in MATLAB

197 ratings at Udemy

Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization

• Udemy
• 4-5 hours
• On-Demand
• Free Online Course

Deep Learning with Tensorflow

14 ratings at edX

Much of theworld's data is unstructured. Think images, sound, and textual data. Learn how to apply Deep Learning with TensorFlow to this type of data to solve real-world problems.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Comp. Methods in Enge

Explore computational methods for engineering problem-solving using Matlab, covering numerical techniques and applications in finite element analysis, dynamics, and fluid mechanics.

• California Community Colleges System
• 17 weeks, 3 hours a week
• 19th Aug, 2024
• Paid Course

Advanced SQL: Solving Interpolation Challenges

42 ratings at LinkedIn Learning

Learn about the mathematical foundations of interpolation, some common challenges that involve interpolations, and several elegant ways to solve them.

• LinkedIn Learning
• 1 hour 22 minutes
• On-Demand
• Free Trial Available

Australian Water School

Fitting the Curve

Explore flood frequency analysis techniques, curve fitting approaches, and software tools for managing uncertainty in rainfall and runoff estimates. Learn to interpret results and consider climate change impacts.

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

Institute for Advanced Study

Everything You Wanted to Know About Machine Learning but Didn't Know Whom to Ask - Sanjeev Arora

Explore machine learning fundamentals, from text classification to image recognition, with insights on optimization, unsupervised learning, and language models in this comprehensive seminar.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Institute for Advanced Study

Machines - How Do They Learn and Where Are They Headed?

Explore machine learning fundamentals, neural networks, and AI challenges. Gain insights into how machines learn, their capabilities, and future directions in artificial intelligence.

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

Dr. Gajendra Purohit

Numerical Analysis

Comprehensive exploration of numerical analysis techniques, covering interpolation, integration, differentiation, and equation-solving methods with practical examples and applications.

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

Introduction to Neural Networks

Delve into the inner machinery of neural networks to discover how these flexible learning tools actually work.

• Brilliant
• 4 hours
• On-Demand
• Paid Course

Performing Statistical Analysis with MATLAB

Learn how MATLAB can be used for different types of statistical analysis. No matter if summary statistics, hypothesis tests, modeling or visualizations, MATLAB has you covered.

• Pluralsight
• 2 hours 1 minute
• On-Demand
• Free Trial Available

North Carolina School of Science and Mathematics

Variations on the Wire Problem - Optimization in Geometry for Math Teachers

Explore optimization through hands-on activities, addressing Common Core Standards. Learn to cut and bend wire into polygons for minimum or maximum enclosed area, enhancing high school math instruction.

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

Insights into Mathematics

Gauss's View of Curvature and the Theorema Egregium - Differential Geometry Lecture 35

Explores Gauss's curvature concept, Theorema Egregium, and discrete curvature in polyhedra. Covers Gauss-Rodrigues map, paraboloids, and the Gauss-Bonnet theorem for a comprehensive look at differential geometry.

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

Artem Kirsanov

The Most Important Algorithm in Machine Learning - Backpropagation Explained

Explore backpropagation's fundamentals, from curve fitting to gradient descent, chain rule, and computational graphs. Gain insights into this crucial machine learning algorithm's principles and applications.

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

Wrath of Math

Least Squares Fit of a Polynomial - Linear Algebra

Learn to determine polynomial coefficients for best-fit curves using least squares method. Practical example with quadratic fit for four data points, covering system equations, normal equation, and result interpretation.

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