Convert GFF3 to GTF file format
Introduction to GFF3 and GTF files, and their interconversions using Python code
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File format conversions
GFF3 to GTF, HMM to CSV, TAB to CSV, and CSV to TAB
Annotation of genetic variants (SNPs/InDels) in VCF file
Genetic variant annotation for variant location in the genome, associated genes, and their gene functions
Statistical hypothesis testing, types of errors, and interpretation of p values
Learn how to propose null and Alternative hypotheses, perform the statistical analysis, and interpret the results
3 efficient ways to read (import) a CSV file into R
Learn how to read (import) a CSV in R
Solving the Most Common R Error: ‘Duplicate row.names are not allowed’
Solution for how to read a dataset with duplicated row names using read.csv() function
Query pandas DataFrame to select rows based on value and condition matching
Learn how to query pandas DataFrame to select rows based on exact match, partial match, and conditional match in pandas DataFrame
Import small and large data using pandas (CSV, Excel, Tab, JSON, SQL, and Parquet files)
learn how to import CSV, Excel, Tab, JSON, and SQL files in pandas for data analysis and visualization
Checking and handling missing values (NaN) in pandas
Analyse and handle null or missing values in pandas series and dataframe
Left, right, outer and inner joins on pandas dataframes
learn to join pandas dataframes in multiple ways
Find probabilities using discrete and continuous probability distributions
Learn how to use probability distributions, probability mass function (PMF), cumulative distribution function (CDF), and probability density function (PDF)
Logistic regression in Python (feature selection, model fitting, and prediction)
Logistic regression for prediction of breast cancer, assumptions, feature selection, model fitting, model accuracy, and interpretation