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Tanzeela Arshad

Tanzeela Arshad is a Healthcare Biotechnologist turned Data Scientist and Bioinformatician, with a strong focus on single-cell analysis and cancer research. As the founder of Data Science for Bio, she provides insightful, easy-to-understand articles that bridge the gap between data science and bioscience, particularly for healthcare, clinical research, pharmaceuticals, genomics, bioinformatics, and AI in biotech.
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Mastering Seurat Subset: A Comprehensive Guide
R ProgrammingProgramming for BiosciencesTutorials

Mastering Seurat Subset: A Comprehensive Guide

Seurat is a powerful tool for single-cell RNA sequencing data analysis. One of its key functionalities is the ability to subset data, allowing researchers to focus on specific cell populations or features. This guide will…

by Tanzeela ArshadJune 10, 2024August 5, 2024
6 mins read
How Much Calculus is needed for Data Science and AI?
Data Science Beginners

How Much Calculus is needed for Data Science and AI?

Data science and artificial intelligence (AI) are transforming industries and driving innovation. At the heart of these fields lies a crucial element: mathematics. Among the various mathematical disciplines, calculus stands out as particularly important. Understanding…

by Tanzeela ArshadJune 6, 2024June 6, 2024
7 mins read
Scanpy vs Seurat: Two Powerhouses for Single Cell RNA-seq Data Analysis
BioinformaticsProgramming for Biosciences

Scanpy vs Seurat: Two Powerhouses for Single Cell RNA-seq Data Analysis

Single-cell RNA sequencing (scRNA-seq) has revolutionized our understanding of cellular diversity and gene expression. Two of the most popular tools for analyzing scRNA-seq data are Scanpy and Seurat. Both have their strengths and weaknesses, and…

by Tanzeela ArshadJune 4, 2024June 4, 2024
7 mins read
Visualizing Single-Cell Data with Scanpy UMAP, Dotplot & Heatmap: A Step-by-Step Guide
TutorialsBioinformaticsProgramming for BiosciencesPython

Visualizing Single-Cell Data with Scanpy UMAP, Dotplot & Heatmap: A Step-by-Step Guide

Single-cell RNA sequencing (scRNA-seq) has revolutionized our understanding of cellular biology. Tools like Scanpy, a comprehensive library for single-cell analysis in Python, are crucial for interpreting this data. In this tutorial, we will explore three…

by Tanzeela ArshadJune 3, 2024August 5, 2024
7 mins read
Python for Genomics: How to Simplify Complex Biological Data
PythonGenomic Data AnalysisGenomic Data ScienceProgramming for Biosciences

Python for Genomics: How to Simplify Complex Biological Data

Genomics is the study of genomes, the complete set of DNA within an organism. Understanding genomes can lead to breakthroughs in medicine, agriculture, and biology. Python, a versatile and powerful programming language, has become a…

by Tanzeela ArshadMay 31, 2024August 5, 2024
7 mins read
Single Cell RNA Sequencing: A Step by Step Scanpy Tutorial for Beginners
TutorialsProgramming for BiosciencesPython

Single Cell RNA Sequencing: A Step by Step Scanpy Tutorial for Beginners

Welcome to the world of single-cell RNA sequencing (scRNA-seq) analysis! In this Scanpy tutorial, we will walk you through the basics of using Scanpy, a powerful tool for analyzing scRNA-seq data. Whether you are a…

by Tanzeela ArshadMay 29, 2024August 5, 2024
8 mins read
8 Bioinformatics Projects for Students in 2025: Innovative Ideas and Step-by-Step Guides
BioinformaticsData Science Beginners

8 Bioinformatics Projects for Students in 2025: Innovative Ideas and Step-by-Step Guides

Bioinformatics is a dynamic field blending biology, computer science, and data analysis. With advances in genomic research, artificial intelligence (AI), and computational biology, bioinformatics projects in 2025 are more exciting and impactful than ever. These…

by Tanzeela ArshadMay 28, 2024December 19, 2024
5 mins read
2024 Machine Learning Roadmap: Steps and Resources for Beginners
Machine LearningData Science Beginners

2024 Machine Learning Roadmap: Steps and Resources for Beginners

Embarking on a journey to learn machine learning can be both exciting and overwhelming. This guide is designed to provide a comprehensive machine learning roadmap for a beginner in 2024, highlighting the essential steps and…

by Tanzeela ArshadMay 27, 2024May 27, 2024
6 mins read
How to Study Data Science in 2024: Degree Programs vs. Self-Learning Options
Data Science Beginners

How to Study Data Science in 2024: Degree Programs vs. Self-Learning Options

Data Science is a rapidly growing field with applications spanning various industries. If you are passionate about analyzing data, developing algorithms, and solving real-world problems, learning data science can be a rewarding career choice. This…

by Tanzeela ArshadMay 24, 2024May 24, 2024
6 mins read

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