Numerical Methods Courses

MITCBMM

Neuroscience Methods Tutorial

Explore diverse neuroscience methods including psychophysics, electrophysiology, and signal analysis. Learn about electrode types, spike sorting, and oscillatory activity.

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

Unity

Pre- & Post-Launch - Tools & Methods Gamedevs Love - Unite Now 2020

Explore tools and methods used by game developers throughout the production lifecycle, from indie to AAA studios, and gain insights into their preferences and future aspirations.

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

Association for Computing Machinery (ACM)

KDD 2020: Robust Deep Learning Methods for Anomaly Detection

Explore robust deep learning techniques for anomaly detection, focusing on auto-encoders and their applications in video surveillance and image analysis.

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

Association for Computing Machinery (ACM)

Using Logic Programming to Recover C++ Classes and Methods from Compiled Executables

Innovative system for recovering C++ abstractions from executables, enhancing reverse engineering capabilities through logic programming and static analysis techniques.

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

Bill Buchanan OBE

Public Key Methods

Learn about public key cryptography, including RSA, ECC, and ElGamal. Explore their workings, applications, and future challenges in the post-quantum era.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Bill Buchanan OBE

Cryptography - Hashing Methods

Explore hashing methods, tools, and applications in cybersecurity, including salting, collision prevention, and one-time passwords.

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

Bill Buchanan OBE

Authentication Methods in Security and Network Forensics - Lecture 4

Explore authentication methods, from passwords to biometrics, and delve into concepts like message hashing, private key authentication, and Microsoft CardSpace for secure digital identity management.

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

Bill Buchanan OBE

Software Encryption with ASP.NET - Private Key, Public Key, and Hashing Methods

Learn ASP.NET encryption techniques including private/public key, hashing, Diffie-Hellman, and role-based security. Gain practical skills for implementing secure software solutions.

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

Bill Buchanan OBE

Introduction to Security and Network Forensics - Encryption Methods

Explore encryption methods, codes, and key-based systems. Learn about cracking techniques, public/private key encryption, hashing, and PGP in this comprehensive security overview.

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

Python Simplified

NumPy Operations - Ultimate Guide to Methods and Functions for Beginners

Comprehensive guide to NumPy array methods and functions, covering creation, manipulation, mathematical operations, and advanced techniques for efficient data analysis and computation.

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

Steve Brunton

Numerical Integration - Discrete Riemann Integrals and Trapezoid Rule

Explore numerical integration techniques including Riemann integrals, trapezoidal rule, and Simpson's rule. Learn to approximate definite integrals with Python and MATLAB implementations.

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

Steve Brunton

Numerical Differentiation - Second Derivatives and Differentiating Data

Explore numerical computation of second derivatives and data differentiation with Python and Matlab examples, covering finite difference schemes and practical applications.

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

Steve Brunton

Numerical Differentiation with Finite Difference Derivatives

Learn techniques for approximating derivatives numerically using finite difference schemes. Explore error analysis with Taylor series and see practical implementations in MATLAB and Python.

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

Vintage Cakes, Modern Methods

Adorn your cakes with brush-embroidery flowers, golden filigree and cameo embellishments with cake artist Colette Peters.

• Craftsy
• 3 hours 20 minutes
• Self-Paced
• $39.00

DroneBot Workshop

I2C with Arduino and Raspberry Pi - Two Methods

Explore two methods for interfacing a 3.3V Raspberry Pi with a 5V Arduino Uno using I2C, including direct connection and logic level converter approaches.

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