Numerical Methods Courses

Association for Computing Machinery (ACM)

Epistemic Values in Feature Importance Methods - Lessons From Feminist Epistemology

Explore how feminist epistemology insights can enhance feature importance methods in machine learning, addressing biases and improving interpretability in AI systems.

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

James Briggs

Vector-Based Methods for Similarity Search - TF-IDF, BM25, SBERT

Explore three vector-based approaches for language comparison and document similarity: TF-IDF, BM25, and Sentence-BERT. Learn key techniques for building effective search engines in AI and machine learning.

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

James Briggs

Traditional Methods for Similarity Search - Jaccard, W-Shingling, Levenshtein

Explore three traditional similarity search methods: Jaccard Similarity, w-shingling, and Levenshtein distance. Learn their applications in language comparison and document matching for effective search engines.

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

James Briggs

Why Are There So Many Tokenization Methods in HF Transformers?

Explore five tokenization methods in HuggingFace Transformers, comparing their outputs and understanding the differences to enhance your NLP skills and transformer model usage.

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

Yannic Kilcher

Conversation About Population-Based Methods

Explore population-based methods and open-ended learning in AI through an insightful interview, delving into cutting-edge research and practical applications in machine learning.

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

DefCamp

Uncommon Methods of Attack and Monitoring Them for Detection

Explore uncommon attack methods and advanced detection techniques in this cybersecurity talk, enhancing your ability to identify and mitigate emerging threats in the digital landscape.

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

Professor Leonard

Numerical Integration With Trapezoidal and Simpson's Rule

Learn to approximate definite integrals using the Trapezoidal and Simpson's Rules, powerful numerical methods for solving complex integration problems.

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

Professor Leonard

Intermediate Algebra - Solving Equations Using Various Quadratic Methods

Explore various methods for solving quadratic equations, including factoring, completing the square, and the quadratic formula, to enhance your algebra problem-solving skills.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Professor Leonard

Using Proportions and Rational Methods in Problem Solving

Learn to apply proportions and rational methods to solve real-world problems, enhancing your problem-solving skills and mathematical reasoning abilities.

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

The Cherno

To Static or Not to Static? Understanding Static Methods in Programming

Explore the nuances of static keyword usage in programming, understanding its implications and best practices for efficient code design and organization.

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

AGU

Latest Methods in Best Practices and Mitigation Efforts for Induced Seismicity

Explore cutting-edge techniques for managing and mitigating induced seismicity, focusing on best practices and innovative strategies to minimize earthquake risks associated with human activities.

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

AGU

Using Historical Information to Improve Seismic Data Processing Methods I

Explore innovative seismic data processing techniques, including Bayesian methods, machine learning, and waveform cross-correlation, to enhance earthquake monitoring and location accuracy.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Free Video

Let's Code Physics

Numerical Integration Methods in Jupyter Notebook - Development Vlog 4

Explore numerical integration methods using Jupyter Notebook, comparing results and enhancing computational skills for physics research and problem-solving.

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

Alan Turing Institute

Scivision: Applying Computer Vision Methods - AIUK 2022 Workshop

Explore computer vision applications in real-world problem-solving through an interactive workshop from the Alan Turing Institute's Research in Action series.

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

Alan Turing Institute

The Design of Functional Numerical Software - Dr. Richard Mortier, University of Cambridge

Explore functional numerical software with Owl, an OCaml library for scientific computing. Learn about its architecture, features, and applications in CPU, GPU, and browser environments.

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