Computational Analysis Courses and Certifications

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

Computational Gene Expression Analysis with Python

299 ratings at Udemy

Essential skills for bioinformatics.

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course

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)

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

Center for Language & Speech Processing(CLSP), JHU

Alpino - Wide-Coverage Computational Analysis of Dutch

Discover Alpino's computational framework for wide-coverage grammatical analysis and parsing of Dutch language texts with advanced linguistic processing techniques.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Computational Music Theory and Analysis

Explore computational approaches to music theory using Python and MIT's music21 toolkit, covering algorithms, corpus studies, machine learning, and music generation techniques.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Algorithms in Computational Biology and Sequence Analysis

Master computational biology algorithms and data structures for analyzing genomic datasets, from sequence alignment to evolutionary tree construction, with hands-on programming using real biological data like SARS-CoV2.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Computational Protein Modeling and Analysis

Learn computational protein modeling techniques, from basic biology to advanced software tools, with hands-on exercises in sequence searching and structure analysis for efficient protein design.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Computational Music Theory and Analysis - Spring 2023

1 review

Explore computational approaches to music theory, analysis, and generation using algorithms, machine learning, and the music21 toolkit for symbolic music processing.

• YouTube
• 23 hours 48 minutes
• On-Demand
• Free Video

Harvard CMSA

Noncommutative Analysis, Computational Complexity, and Quantum Information

Explore advanced mathematical concepts connecting noncommutative analysis, computational complexity, and quantum information through expert lectures on optimization and algebraic structures.

• YouTube
• 10 hours 42 minutes
• On-Demand
• Free Video

AI in Art History: Computational Analysis and Interpretation of Fine Art

Exploring AI's potential to revolutionize art history by analyzing light, shadow, and symbolic content in paintings, offering new insights into creation methods and hidden narratives.

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

Applied Algebraic Topology Network

Javier Arsuaga - Applications of Computational Topology to the Analysis of Breast Cancer

Explore computational topology's role in breast cancer analysis, uncovering new insights through advanced mathematical techniques and data visualization methods.

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

Computational Fluid Dynamics Analysis With Kubernetes, Kubeflow, and OpenFOAM - Erik Jacobs

Explore how Kubernetes, Kubeflow, and OpenFOAM can optimize computational fluid dynamics analysis, improving resource utilization and operational efficiency in high-performance computing environments.

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

Computational Genomics Summer Institute CGSI

Computational Analysis of Liver Whole Slide Images Empowers Genomic Analyses of Historical Traits

Explore computational analysis of liver whole slide images to enhance genomic studies of historical traits. Learn advanced techniques for quantifying histologic features in non-alcoholic steatohepatitis.

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

Center for Language & Speech Processing(CLSP), JHU

Computational Analysis of Sound Scenes - 2020

Explore computational sound scene analysis, covering tasks from basic classification to advanced localization and captioning, with deep learning techniques and data requirements.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video