Posts by Category

Bioinformatics

Heatmap in Python

2 minute read

Heatmap and hierarchical clustering visualization in Python

Volcano plot in Python

3 minute read

Volcano plot using bioinfokit package. This article explains the visualization of volcano plots for gene expression data

Manhattan plot

2 minute read

Introduction, analysis, and visualization of Manhattan plot in Python

Concatenate and split VCF files

1 minute read

What is VCF file? VCF stands for variant call format It is a text file (file extension as .vcf) storing meta-information, marker and genotype data of ge...

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Statistics

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

ANOVA using Python (with examples)

14 minute read

One and two-way ANOVA in Python. This article explains ANOVA model, formula, calculation, multiple pairwise comparisons, and results interpretation

Variable types

less than 1 minute read

Variable types Flowchart for types of variables used for collecting and analyzing the data

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Python

Python tuples

1 minute read

Python tuples initialization and operations

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Machine learning

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

Variable types

less than 1 minute read

Variable types Flowchart for types of variables used for collecting and analyzing the data

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Pandas

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High-throughput sequence analysis

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Genomic visualization

Volcano plot in Python

3 minute read

Volcano plot using bioinfokit package. This article explains the visualization of volcano plots for gene expression data

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Dimensionality reduction

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Artificial intelligence

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Deep learning

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Genotyping

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Variant Annotation

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Variant analysis

Manhattan plot

2 minute read

Introduction, analysis, and visualization of Manhattan plot in Python

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