Single-Cell Analysis Courses and Certifications

Fields Institute

How to Generate New Hypotheses and Research Directions by Single-Cell Data Analysis

Discover advanced techniques for analyzing single-cell data to develop innovative research hypotheses and explore new directions in cancer research and mathematical oncology.

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

Broad Institute

Single-Cell Analysis in the Age of Large Language Models

Explore how biological systems communicate like language, focusing on LLM applications in single-cell analysis, cytokine interactions, and cellular behavior prediction through innovative computational approaches.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Spatial Modeling of Single-Cell Data Using Deep Learning

Explore deep learning approaches for spatial modeling of single-cell data, focusing on Hi-C reads imputation and transcriptomic data prediction through graph-based methodologies.

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

Pediatric Grand Rounds (RECORDING) Predicting Patient Outcomes from Single Cells in Childhood Cancer

Explore cutting-edge single-cell analysis techniques to identify treatment-resistant cells in childhood acute lymphoblastic leukemia, aiming to improve outcomes and prevent relapse.

• Independent
• On-Demand
• Free Online Course

The Julia Programming Language

Julia for Biologists - A Perspective on Speed, Abstraction, and Metaprogramming

Explore Julia's potential in biology: speed, abstraction, and metaprogramming for data analysis, modeling, and research. Learn practical examples and discover the Julia ecosystem for biologists.

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

International Centre for Theoretical Sciences

Excavating the Architecture of Chromatin: From Nucleosomes to Chromosomes

Explore chromatin architecture from nucleosomes to chromosomes, unraveling its complex organization and role in gene regulation through interdisciplinary perspectives and cutting-edge research.

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

International Centre for Theoretical Sciences

Inferring Cell-state Dynamics from High-resolution Lineage Tracking of Single Cells

Explore cell-state dynamics through high-resolution lineage tracking, uncovering insights into cancer progression and potential treatment approaches in this theoretical biology lecture.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

To Live or Not to Live - Decision Making in Single Cancer Cells - Lecture 1

Explore decision-making processes in individual cancer cells, examining factors influencing cell survival and death. Gain insights into cellular behavior and its implications for cancer progression and treatment.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Chance and Necessity: Decision Making in Single Cancer Cells - Lecture 2

Explore decision-making processes in individual cancer cells, examining the interplay between randomness and determinism in cellular behavior and its implications for cancer progression.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Single-cell Trajectory Analysis with V-Mapper

Explore V-Mapper, an innovative method for analyzing single-cell gene expression data. Learn how it extracts topology and flow of cell differentiation, enhancing trajectory inference in high-dimensional spaces.

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

PoreLab

Microbial Behavior in Porous Media: Hydrodynamics Control on Bacterial Chemotaxis and Biofilm Morphogenesis

Explore microbial behavior in porous media, focusing on bacterial chemotaxis and biofilm formation. Discover how fluid flow and chemical landscapes impact microbial life and applications in bioremediation and biomineralization.

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

NASA Astrobiology

Microbial Metabolism in Acidic Brines of Western Australia

Explore microbial metabolism in acidic brines of Western Australia, examining water activity limits, single-cell analysis, and implications for astrobiology and Mars analogs.

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

Applied Algebraic Topology Network

Cohomology Classes in the RNA Transcriptome

Explore how cohomology classes in single-cell sequencing data can model transient biological processes, using persistent cohomology and differential forms to infer gene expression dynamics.

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

Labroots

Supporting Biomarker Discovery One Cell at a Time - Single Cell Analysis Solutions That Drive Results

Explore single-cell gene expression analysis for revealing complex cell populations, uncovering regulatory relationships, and visualizing gene expression differences across cell types.

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

Labroots

Introducing REM-I: Deepcell's AI-Powered Instrument for Single Cell High-Dimensional Morphology Analysis

Explore AI-powered single-cell morphology analysis with REM-I, combining high-resolution imaging and deep learning for comprehensive cellular insights.

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