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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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Partial Correlation: 5 Scenarios, Calculations and Interpretations with Biological Data Examples
BiostatisticsBiological DataBiological Data Science

Partial Correlation: 5 Scenarios, Calculations and Interpretations with Biological Data Examples

In the world of data analysis, uncovering relationships between variables is crucial. One method that helps in this endeavor is Partial Correlation. But what exactly is Partial Correlation, and how does it differ from other…

by Tanzeela ArshadMarch 9, 2024March 9, 2024
8 mins read
7 Latest Applications of Topological Data Analysis in Biosciences with Essential Tools
Innovations and TechnologyBiological Data Science

7 Latest Applications of Topological Data Analysis in Biosciences with Essential Tools

What is Topological Data Analysis Topological Data Analysis (TDA) is a mathematical framework that analyzes the shape and structure of data, revealing hidden patterns and relationships. Unlike traditional statistical methods, TDA focuses on the underlying…

by Tanzeela ArshadMarch 7, 2024March 4, 2024
7 mins read
An Ultimate Guide to How to Become a Clinical Data Manager
Clinical Data ScienceData Science Beginners

An Ultimate Guide to How to Become a Clinical Data Manager

Clinical Data Manager plays a crucial role in ensuring the integrity, accuracy, and confidentiality of clinical trial data. From overseeing data collection to ensuring regulatory compliance, their responsibilities are paramount in maintaining the quality and…

by Tanzeela ArshadMarch 5, 2024March 3, 2024
9 mins read
Bivariate Data: Types & Characteristics with 5 Examples
Biostatistics

Bivariate Data: Types & Characteristics with 5 Examples

Bivariate data is like a duo—a pair of pieces of information that go hand in hand. It’s like looking at two variables together to see if there’s a connection between them. Let’s delve into what…

by Tanzeela ArshadMarch 3, 2024March 20, 2024
6 mins read
Bivariate Analysis in Data Science: Theory, Tools and Practical Use Cases
Biostatistics

Bivariate Analysis in Data Science: Theory, Tools and Practical Use Cases

Bivariate analysis is a fundamental technique in data science. It involves analyzing the relationship between two variables. Through bivariate analysis, data scientists can uncover patterns, correlations, and associations between variables, providing valuable insights into various…

by Tanzeela ArshadMarch 2, 2024August 5, 2024
7 mins read
8 Data Science Portfolio Projects in Healthcare and Genomics: Step by Step Guidance and Resources
Data Science BeginnersGenomic Data ScienceHealthcare Data Science

8 Data Science Portfolio Projects in Healthcare and Genomics: Step by Step Guidance and Resources

In today’s world of data science, there's an abundance of opportunities to leverage analytical skills for biological, healthcare, or genomic data. But where to start to make a stand-out portfolio is a key concern for…

by Tanzeela ArshadFebruary 28, 2024August 5, 2024
9 mins read
Top 9 USA Clinical Data Scientist Employers: Required Expertise and Expected Salaries
Clinical Data Science

Top 9 USA Clinical Data Scientist Employers: Required Expertise and Expected Salaries

Clinical Data Scientists occupy a crucial niche in the intersection of healthcare and technology, wielding their expertise to extract invaluable insights from complex medical data. But what exactly does this role entail, and who are…

by Tanzeela ArshadFebruary 26, 2024February 26, 2024
7 mins read
Python for Bioinformatics: 11 Packages and Cheat Sheets for Biological Data
PythonBioinformaticsProgramming for Biosciences

Python for Bioinformatics: 11 Packages and Cheat Sheets for Biological Data

Why choose python for bioinformatics analysis? Is it efficient enough to get preference over other programming languages? The answer is indeed It is!!! In this article, we explore why select python for bioinformatics, find python…

by Tanzeela ArshadFebruary 24, 2024August 5, 2024
6 mins read
7 Real World Applications of Biological Computation in Prominent Companies
Innovations and Technology

7 Real World Applications of Biological Computation in Prominent Companies

Biological Computation as an emerging field harnesses the principles of living organisms to process information and solve complex problems. In this article, we will explore what Biological Computation entails, the pivotal role of data science…

by Tanzeela ArshadFebruary 22, 2024February 22, 2024
5 mins read

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