Numerical Computing Courses and Certifications

Introduction to Numerical Computing with NumPy - SciPy 2019 Tutorial

1 rating

Learn NumPy array syntax, indexing, mathematical functions, and custom routines through computational examples and simple image-display exercises.

• YouTube
• 2 hours 16 minutes
• Self-Paced
• Free Video

LLM-empowered Python Programming for AI

Learn to use LLM tools for Python programming, numerical computing with NumPy and Pandas, visualization with Matplotlib, and machine learning with scikit-learn.

• Coursera
• 3 weeks, 5 hours a week
• Self-Paced
• Paid Course

MathWorks

Practical MATLAB Skills

Learn MATLAB from scratch: work with numeric and two-dimensional data, build visualizations, analyze real datasets, and write programs that automate analysis.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Bootcamp: “Data Science with Python – From Basics to Real-Time Analysis” (Ages 12-18) (Live Online)

Tap into the power of data in this hands-on bootcamp where teens use Python libraries like NumPy, Pandas, Seaborn, and Matplotlib to analyze and visualize real datasets.

• CourseHorse
• Self-Paced
• $299.00

Bro Code

Learn NumPy in 1 Hour - Introduction to Python's Numerical Computing Library

Master NumPy fundamentals in one hour: arrays, slicing, arithmetic, broadcasting, aggregate functions, filtering, and random numbers for Python data manipulation.

• YouTube
• 1 hour
• Self-Paced
• Free Video

The Julia Programming Language

cuNumeric.jl - Automating Distributed Numerical Computing

Discover how cuNumeric.jl automates distributed numerical computing with high-level arrays that scale across heterogeneous hardware, featuring linear algebra, stencils, and PDE solvers.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

IIT Kanpur;  NPTEL

Applied Numerical Methods

Design and implement numerical algorithms from scratch to solve algebra, calculus, differential equations, regression, and optimization problems.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Hybrid Computing Quick Start: Wolfram U

A look under the hood at how exact numbers and symbolic computation let the Wolfram Language solve numerical problems that purely approximate methods would fail on.

• Wolfram U
• 30 minutes
• Self-Paced
• Free Online Course

For the Love of Physics

Introduction to Scilab for Numerical Computations

1 rating

Master Scilab programming fundamentals, 2D/3D plotting, differential equations, and physics simulations including particle motion and Magnus effect in under 4 hours.

• YouTube
• 3 hours 55 minutes
• Self-Paced
• Free Video

For the Love of Physics

Introduction to Scilab for Beginners - Arrays, Conditional Statements, Loops, and Functions

3 ratings

Learn Scilab basics: mathematical operations, arrays, matrices, conditional statements, loops, and functions. Ideal for physics, math, and engineering students seeking numerical computation skills.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

For the Love of Physics

Plotting 2D and 3D Graphs in SCILAB - How to Plot Functions

1 rating

Learn to create 2D, 3D, polar plots, and animations in Scilab. Master various visualization techniques for numerical computational tasks, enhancing your data representation skills.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

CppCon

Linear Algebra Coming to Standard C++ - std::linalg

Explore std::linalg, a new C++ library for efficient linear algebra computations using modern C++ idioms. Learn its benefits, implementation, and potential impact on C++ development.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

For the Love of Physics

Solving Differential Equations in Scilab - First and Second Order ODEs

Learn to solve first and second order differential equations in Scilab using the ODE command, with practical examples from physics like radioactive decay, capacitor charging, and harmonic oscillators.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Dr Trefor Bazett

How Google Designed a Smarter Calculator Than Apple

Explore how Google's calculator outperforms Apple's by using recursive real arithmetic instead of floating point, avoiding errors like 10^100+1-10^100=0 through a hybrid approach that balances accuracy and user experience.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Australian Water School

MODFLOW 6 and FloPy

Learn script-based groundwater modeling with MODFLOW 6 and FloPy, from creating simulations to analyzing flow, pathlines, and transient results.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video