Computational Analysis Courses and Certifications

Machine Dynamics with MATLAB

6 reviews

Are you keen to design a vehicle suspension using MATLAB? In this course, you will start at the very beginning of dynamic modelling, simulation and analysis of a technical system using different MathWorks products.

• edX
• 7 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Data Feminism: Surfacing Invisible Labor in Quantitative Literary Studies - Part 1

Exploring data feminism's role in digital humanities, revealing hidden historical influences and cultural significance through computational analysis of texts, challenging traditional narratives and power structures.

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

Elections, Online Chatter and Content Moderation - Racial Disinformation in the 2020 Election

Explore racially targeted disinformation on Twitter during the 2020 Election, challenges in communication with trust and safety teams, and recommendations for increasing racial literacy in computer science.

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

Simons Institute

Robust List Decoding of Spherical Gaussians

Explore robust list decoding of spherical Gaussians, covering algorithms, error identification, and computational challenges in high-dimensional statistics.

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

The Royal Institution

New Discoveries in Population Genetics - With Enrico Coen

Explore adaptive change and population transformation through snapdragon genetics. Discover how genes and environment interact to drive evolutionary paths in this insightful lecture by biologist Enrico Coen.

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

Association for Computing Machinery (ACM)

Applying Computational Analysis to Textual Data from the Wild - A Feminist Perspective

Explore feminist perspectives on computational analysis of textual data, focusing on topic modeling for interpreting diverse experiences of place in breastfeeding reviews.

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

TED-Ed

A Rosetta Stone for the Indus Script

Explore computational techniques to decipher the ancient Indus script, unlocking secrets of a 4000-year-old civilization through modern technology and linguistic analysis.

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

Association for Computing Machinery (ACM)

Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces

Explore how framing analysis can enhance recommendation systems for opinion pieces, promoting diverse perspectives and reducing bias in information consumption.

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

Institute for Pure & Applied Mathematics (IPAM)

Nonconvex Optimization in Matrix Optimization and Distributionally Robust Optimization

Explore nonconvex optimization in matrix and distributionally robust contexts, covering algorithms, complexity, and applications in machine learning with Stephen Wright.

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

Applied Algebraic Topology Network

Chromatic Number of G-Borsuk Graphs

Explore G-Borsuk graphs, their chromatic numbers, and topological connections. Delve into G-actions, Hom-complexes, and random graph thresholds for a deeper understanding of this algebraic topology concept.

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

TheIACR

White-Box Cryptography - Frameworks, Encoding, and Analysis

Explore white-box cryptography frameworks, encoding techniques, attacks, and analysis methods. Gain insights into incompressibility, mitigation strategies, and future research directions in this field.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

EuroPython Conference

Sharing Reproducible Python Environments with Binder

Learn to share reproducible Python environments using Binder, integrating Jupyter Notebooks and Docker for easy packaging and cloud-based sharing of data science projects without complex setup.

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

Wolfram

Mancala: Multiway Analysis and Game GUI Development in Wolfram Language

Explore Mancala through game graphs and multiway analysis, examining complexity and fairness across configurations while building an interactive interface.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Scientific Computing

3 reviews

Investigate the flexibility and power of project-oriented computational analysis, and enhance communication of information by creating visual representations of scientific data.

• Coursera
• 10 weeks, 10-15 hours a week
• Finished
• Free Online Course (Audit)

Game Theory with Python

85 ratings at Coursera

Learn game theory concepts and build two-player Nash games using Python in this 2-hour project-based course offered by Coursera Project Network. Ideal for North American learners.

• Coursera
• 1-2 hours
• Finished
• Paid Course