diff --git a/README.md b/README.md
index 03ce778bf2e4621977be447d1468ad02c00441e1..fdc78e34fd5354b6c224b2f2b12aa90b3fcceb84 100644
--- a/README.md
+++ b/README.md
@@ -8,13 +8,13 @@ The EMOTE-tk R library focuses on exact 5'-end and/or 3'-end quantification of R
 
 Features:
 * Pre-processing raw reads fastq file 
-  * reads parsing and valitation
-  * reads feature extraction
-  * demultiplexing into separate fastq files
+  * Reads parsing and validation
+  * Reads feature extraction
+  * Demultiplexing into separate fastq files
 * Wrapper for mapping and quantification of 5'-end or 3'-end of mapped reads 
   * Unique Molecule Identifiers (UMI)
 * Post-processing of count table
-  * filtering and normalisation
+  * Filtering and normalisation
 * Downstream analysis
   * Transcription start sites (TSS) identification
   * Signal periodicity analysis