DigitalSreeni Courses

Image Retrieval System Using Vision Transformer and FAISS with GUI - Tutorial 351

Discover how to build an efficient image retrieval system using Vision Transformer and FAISS, complete with a user-friendly GUI for seamless searching and indexing of similar images.

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

Efficient Image Retrieval System Using Vision Transformer and FAISS

Master building an image retrieval system using Vision Transformer and FAISS to efficiently search and find similar images through feature extraction, indexing, and similarity matching techniques.

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

Introduction to Knowledge Graphs - Concepts, Applications, and Metrics

Discover the fundamentals of knowledge graphs, from basic concepts to practical applications, including graph metrics, semantic relationships, and essential tools for network analysis.

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

Automated Analysis of Organoid Screening Multi-Well Datasets Using Python

Master Python-based automation for organoid image analysis, covering preprocessing, Cellpose segmentation, statistical measurements, and ANOVA validation for multi-well datasets.

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

Understanding AWS S3 Vectors for AI and Science

Discover AWS S3 Vectors for AI and scientific workflows, comparing them to FAISS with Python examples for semantic search on microscopy image descriptions.

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

Time Series Statistical Comparison - When Data Points Aren't Independent

Discover advanced statistical methods for comparing time series data when traditional tests fail due to temporal autocorrelation and dependent observations.

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

A New Blood Test to Differentiate Prostate Cancer from BPH Using GASP-1 Protein

Discover how GASP-1 protein analysis offers a breakthrough blood test method to distinguish prostate cancer from BPH, potentially reducing unnecessary biopsies and improving cancer detection accuracy.

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

Correlation vs Causation in Python - Understanding the Critical Difference - Part 4/4

Grasp the critical distinction between correlation and causation through practical Python examples, exploring confounding variables, spurious correlations, and causal thinking principles.

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

Partial Correlation in Python - Controlling for Confounding Variables - Part 2/4

Discover how to control for confounding variables using partial correlation techniques with Python and the Palmer Penguins dataset to reveal true relationships between variables.

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

Building a Learning Path Recommender - Manual Construction of Knowledge Graphs in Python

Dive into manual construction of knowledge graphs in Python to build a learning path recommender for educational content, covering topic definition, relationship weighting, and visualization techniques.

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

Testing Controversial Health Claims - A Step-by-Step Data Analysis Using Python

Explore Python data analysis to evaluate controversial health claims using NHANES data, examining blood lead levels and cognitive function through correlation analysis and critical thinking.

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

Sholl Analysis Using Python - Quantifying Neuronal Branching Patterns

Learn to perform Sholl analysis on neuronal images using Python, quantifying branching complexity and comparing neuronal structures across different conditions or cell types.

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

Comparing Top Large Language Models for Python Code Generation - 340

Experiment comparing top LLMs for Python code generation in scientific image analysis. Tests models' ability to segment nuclei, measure intensities, and calculate ratios in microscopy images.

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

Sholl Analysis - Aggregating Profiles from Multiple Soma

Aprenda a realizar análise de Sholl em múltiplos neurônios, combinando perfis de diferentes tamanhos através de interpolação para comparação e cálculo de médias significativas.

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

Annotate Images Like a Pro: Python Image Annotation Tool Walkthrough

Master image annotation with a Python-based tool. Learn installation, project creation, manual and semi-automatic annotation techniques, class organization, and exporting to various formats. Explore additional features for data management and augmentatio…

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