DigitalSreeni

@UC34rW-HtPJulxr5wp2Xa04w - 129K subscribers

Welcome to my Python coding channel! Here, I'll teach you everything from the very basics to advanced topics in machine learning and deep learning. I'll focus a lot on image processing and other relevant topics. How to cite my work? YouTube video: The general format for citing a YouTube video in APA (American Psychological Association) style is: Author’s Last Name, First Initial. (Year, Month Day Published). Title of video [Video]. YouTube. URL So, here is an example: Bhattiprolu, S. (2023, August 23). 330 - Fine tuning Detectron2 for instance segmentation using custom data [Video]. YouTube. youtu.be/cEgF0YknpZw GitHub code: Author’s Last Name, First Initial. (Year). Title of Repository. GitHub. URL Example: Bhattiprolu, S. (2023). python_for_microscopists. GitHub. github.com/bnsreenu/python_for_microscopists/blob/…

Home Videos Live Playlists

Detecting Tertiary Lymphoid Structures in H&E | Ripley's K Function for Cell Clustering

Detecting Tertiary Lymphoid Structures in H&E | Ripley's K Function for Cell Clustering DigitalSreeni

89 views - 11 hours ago

Spatial Immune Phenotyping from H&E | Radial Distribution Function in Tumor Microenvironment

Spatial Immune Phenotyping from H&E | Radial Distribution Function in Tumor Microenvironment DigitalSreeni

303 views - 5 days ago

Structure Tensor Coherence Map | Quantifying Collagen Organization in H&E Images

Structure Tensor Coherence Map | Quantifying Collagen Organization in H&E Images DigitalSreeni

376 views - 6 days ago

Video 6: Survival Prediction from Slide Embeddings (AI in Digital Pathology)

Video 6: Survival Prediction from Slide Embeddings (AI in Digital Pathology) DigitalSreeni

335 views - 1 week ago

Video 5b: Spatial TME Analysis of Colorectal Cancer (AI in Digital Pathology)

Video 5b: Spatial TME Analysis of Colorectal Cancer (AI in Digital Pathology) DigitalSreeni

387 views - 1 week ago

Video 5a: WSI Mechanics with OpenSlide (AI in Digital Pathology)

Video 5a: WSI Mechanics with OpenSlide (AI in Digital Pathology) DigitalSreeni

311 views - 1 week ago

Video 4: ABMIL and Attention Heatmaps (AI in Digital Pathology)

Video 4: ABMIL and Attention Heatmaps (AI in Digital Pathology) DigitalSreeni

363 views - 2 weeks ago

Video 3: Tissue Classification Across the Breast Disease Spectrum (AI in Digital Pathology)

Video 3: Tissue Classification Across the Breast Disease Spectrum (AI in Digital Pathology) DigitalSreeni

410 views - 2 weeks ago

Video 2: Patch Embeddings with Phikon-v2 (AI in Digital Pathology)

Video 2: Patch Embeddings with Phikon-v2 (AI in Digital Pathology) DigitalSreeni

618 views - 2 weeks ago

Video 1: AI in Digital Pathology - Why Now?

Video 1: AI in Digital Pathology - Why Now? DigitalSreeni

1.7K views - 3 weeks ago

00b - Microscopy in Drug Discovery: From Cells to Tissues to the Future | AI for Drug Discovery

00b - Microscopy in Drug Discovery: From Cells to Tissues to the Future | AI for Drug Discovery DigitalSreeni

680 views - 3 weeks ago

Tutorial 5: CNNs and Transfer Learning

Tutorial 5: CNNs and Transfer Learning DigitalSreeni

800 views - 3 weeks ago

Tutorial 4: Neural Networks from Scratch: The MLP

Tutorial 4: Neural Networks from Scratch: The MLP DigitalSreeni

634 views - 3 weeks ago

Tutorial 3: Hand-Crafted Features and the Random Forest

Tutorial 3: Hand-Crafted Features and the Random Forest DigitalSreeni

699 views - 1 month ago

Tutorial 2: Image Filters: From Blur to Edge Detection

Tutorial 2: Image Filters: From Blur to Edge Detection DigitalSreeni

825 views - 1 month ago

Tutorial 1: Images as Data: Pixels, Channels, and Formats

Tutorial 1: Images as Data: Pixels, Channels, and Formats DigitalSreeni

1.7K views - 1 month ago

00 - The Future of Drug Discovery: AI That Simulates Biology | Stack, X-Cell, ESM2 Demo

00 - The Future of Drug Discovery: AI That Simulates Biology | Stack, X-Cell, ESM2 Demo DigitalSreeni

1K views - 1 month ago

10-Does a Medical AI Model Beat Claude Sonnet or GPT-4o on Histology?

10-Does a Medical AI Model Beat Claude Sonnet or GPT-4o on Histology? DigitalSreeni

662 views - 1 month ago

09-Agentic AI for Scientists - Claude Code in Action

09-Agentic AI for Scientists - Claude Code in Action DigitalSreeni

1.5K views - 1 month ago

08-Ask an LLM About Your Images - GPT-4o vs Claude Sonnet for Scientific Images

08-Ask an LLM About Your Images - GPT-4o vs Claude Sonnet for Scientific Images DigitalSreeni

931 views - 1 month ago

07-SAM3 vs Grounding DINO + SAM2 - which wins for scientific images?

07-SAM3 vs Grounding DINO + SAM2 - which wins for scientific images? DigitalSreeni

1.2K views - 1 month ago

06-Literature informed object detection (using RAG)

06-Literature informed object detection (using RAG) DigitalSreeni

1.1K views - 2 months ago

05-Fine-Tuning Grounding DINO for Scientific Image Analysis

05-Fine-Tuning Grounding DINO for Scientific Image Analysis DigitalSreeni

1.9K views - 2 months ago

03-Text to Pixel Masks - Grounding DINO + SAM 2 (Google Colab)

03-Text to Pixel Masks - Grounding DINO + SAM 2 (Google Colab) DigitalSreeni

1.3K views - 2 months ago

02-Text-Prompted Object Detection with Grounding DINO (Google Colab)

02-Text-Prompted Object Detection with Grounding DINO (Google Colab) DigitalSreeni

1.3K views - 2 months ago

04-Building a Desktop Annotation Tool - PyQt5 + Grounding DINO + SAM 2

04-Building a Desktop Annotation Tool - PyQt5 + Grounding DINO + SAM 2 DigitalSreeni

961 views - 2 months ago

01-LLM-Assisted Image Annotation - Concepts and Overview

01-LLM-Assisted Image Annotation - Concepts and Overview DigitalSreeni

2.6K views - 2 months ago

Diversity & Fairness in Recommender Systems - Paet 2 (Code walkthrough)

Diversity & Fairness in Recommender Systems - Paet 2 (Code walkthrough) DigitalSreeni

433 views - 2 months ago

The Complete Semiconductor Ecosystem - From Transistors to AI

The Complete Semiconductor Ecosystem - From Transistors to AI DigitalSreeni

883 views - 2 months ago

From chatGPT to TSMC - The Whole AI Ecosystem in One Video

From chatGPT to TSMC - The Whole AI Ecosystem in One Video DigitalSreeni

1K views - 2 months ago

Diversity & Fairness in Recommender Systems - Part 1

Diversity & Fairness in Recommender Systems - Part 1 DigitalSreeni

454 views - 2 months ago

Neural Collaborative Filtering Code Walkthrough - Recommender System

Neural Collaborative Filtering Code Walkthrough - Recommender System DigitalSreeni

707 views - 3 months ago

Neural Collaborative Filtering for Feature-Aware Recommendations (Intro)

Neural Collaborative Filtering for Feature-Aware Recommendations (Intro) DigitalSreeni

705 views - 3 months ago

3D Organoid Analysis - Tutorial 5 - Tumor Organoid Heterogeneity Analysis

3D Organoid Analysis - Tutorial 5 - Tumor Organoid Heterogeneity Analysis DigitalSreeni

897 views - 3 months ago

3D Organoid Analysis - Tutorial 4 - Spatial Topology Analysis with Machine Learning

3D Organoid Analysis - Tutorial 4 - Spatial Topology Analysis with Machine Learning DigitalSreeni

747 views - 4 months ago

Alternating Least Squares (ALS) - Building Your First Production-Ready Recommender System

Alternating Least Squares (ALS) - Building Your First Production-Ready Recommender System DigitalSreeni

1.4K views - 4 months ago

3D Organoid Analysis - Tutorial 3 - Morphology Analysis and Hypothesis Testing

3D Organoid Analysis - Tutorial 3 - Morphology Analysis and Hypothesis Testing DigitalSreeni

901 views - 4 months ago

3D Organoid Analysis - Tutorial 2 - Data Exploration

3D Organoid Analysis - Tutorial 2 - Data Exploration DigitalSreeni

795 views - 4 months ago

Understanding Instacart Dataset - before building recommender systems

Understanding Instacart Dataset - before building recommender systems DigitalSreeni

744 views - 4 months ago

3D Organoid Segmentation and Feature Extraction - in python

3D Organoid Segmentation and Feature Extraction - in python DigitalSreeni

2.4K views - 4 months ago

3D Organoid Data Analysis with Python | Tutorial 1: Introduction & Pipeline Overview

3D Organoid Data Analysis with Python | Tutorial 1: Introduction & Pipeline Overview DigitalSreeni

2.2K views - 5 months ago

Normalized Discounted Cumulative Gain (NDCG)

Normalized Discounted Cumulative Gain (NDCG) DigitalSreeni

1.1K views - 5 months ago

Recommender Systems Beyond Netflix: From Drug Discovery to Finance

Recommender Systems Beyond Netflix: From Drug Discovery to Finance DigitalSreeni

1.3K views - 5 months ago

Recommendation Systems - A Deep Dive into Collaborative Filtering

Recommendation Systems - A Deep Dive into Collaborative Filtering DigitalSreeni

1.8K views - 5 months ago

Causal Inference for Data Scientists: Moving from Association to Intervention (376)

Causal Inference for Data Scientists: Moving from Association to Intervention (376) DigitalSreeni

1.1K views - 6 months ago

Understanding Model Predictions with SHAP - XGBoost vs Neural Networks (375)

Understanding Model Predictions with SHAP - XGBoost vs Neural Networks (375) DigitalSreeni

3.5K views - 6 months ago

373 - ASTM Grain Size Analysis with SAM and U-Net in Python

373 - ASTM Grain Size Analysis with SAM and U-Net in Python DigitalSreeni

2.1K views - 6 months ago

372 - All about Base64

372 - All about Base64 DigitalSreeni

964 views - 7 months ago

371 - Advanced Dimensionality Reduction: t-SNE vs UMAP vs PCA Deep Dive

371 - Advanced Dimensionality Reduction: t-SNE vs UMAP vs PCA Deep Dive DigitalSreeni

2.4K views - 7 months ago

Top 5 Breakthroughs in Microscopy Image Analysis (377 )

Top 5 Breakthroughs in Microscopy Image Analysis (377 ) DigitalSreeni

4.5K views - 7 months ago

370 - Principal Component Analysis (PCA): Mastering Dimensionality Reduction & Visualization

370 - Principal Component Analysis (PCA): Mastering Dimensionality Reduction & Visualization DigitalSreeni

2.7K views - 8 months ago

Demystifying classes in python

Demystifying classes in python DigitalSreeni

1.5K views - 8 months ago

148b - Handling Imbalanced Data in python: A Business-Focused Approach

148b - Handling Imbalanced Data in python: A Business-Focused Approach DigitalSreeni

1.2K views - 8 months ago

368 - Correlation vs Causation in Python: Understanding the Critical Difference (Part 4/4)

368 - Correlation vs Causation in Python: Understanding the Critical Difference (Part 4/4) DigitalSreeni

1.3K views - 9 months ago

366b - Testing Controversial Health Claims: A Step-by-Step Data Analysis Using Python

366b - Testing Controversial Health Claims: A Step-by-Step Data Analysis Using Python DigitalSreeni

771 views - 9 months ago

367 - Advanced Correlation Analysis in Python: Confidence Intervals & Statistical Testing (Part 3/4)

367 - Advanced Correlation Analysis in Python: Confidence Intervals & Statistical Testing (Part 3/4) DigitalSreeni

925 views - 9 months ago

366 - Partial Correlation in Python: Controlling for Confounding Variables (Part 2/4)

366 - Partial Correlation in Python: Controlling for Confounding Variables (Part 2/4) DigitalSreeni

1.1K views - 10 months ago

365 - Correlation Analysis in Python: Pearson vs Spearman Correlation

365 - Correlation Analysis in Python: Pearson vs Spearman Correlation DigitalSreeni

1.6K views - 10 months ago

364 Comparing Multiple Groups with ANOVA

364 Comparing Multiple Groups with ANOVA DigitalSreeni

1.5K views - 11 months ago

363b - Time Series Statistical Comparison: When Data Points Aren't Independent

363b - Time Series Statistical Comparison: When Data Points Aren't Independent DigitalSreeni

2.3K views - 11 months ago