Abe2G · Abe2G · Dec 24, 2019 · Dec 24, 2019
diff --git a/airline_tweet_data_analysis.md b/airline_tweet_data_analysis.md
diff --git a/index.md b/index.md
@@ -1,16 +1,14 @@
-This repository is my data science portifolio repository that I have created through self-directed learning. The repository contains data analysis, computer vision, NLP, and A/B testing projects I have created.
+This repository is my data science portifolio repository that I have created through self-directed learning. The repository contains EDA, computer vision, NLP, and A/B testing projects I have created.
 
-### Data Analytics
+### Exploratory Data Analysis (EDA)
 1. <a href="">Exploring Major Cities Health Indicators</a>
-2. <a href="https:Abe2G.github.io/Data-Analysis/airline_tweet_data_analysis.md"> Airline Tweet Analysis to discover negative opinions of passengers towards service improvement <a/>
+2. <a href="https://Abe2G.github.io/Abe2G.github.io/blob/Data-Analysis/airline_tweet_data_analysis.md"> Airline Tweet Analysis to discover negative opinions of passengers towards service improvement <a/>
 3.  Simple Tweeter Data Analysis
-4. Dealing with unbalanced data
+4.  Soccer Data Analysis
 ### Natural Language Processing
 1. Amharic Word Embedding
-2. Sentiment analysis
+2. Airlines Sentiment analysis with CNN, RNN, and BERT
 3. Amharic simplle text preprocessing
-4. Text Similarity
-5. Tranisfer Learning with Universal Encoders
 ### Computer Vision Projects
 1. Amharic Character recoginition
 2. Malaria Microscopic cell pathogenic object detection

diff --git a/output_12_0.png b/output_12_0.png
diff --git a/output_14_0.png b/output_14_0.png
diff --git a/output_17_0.png b/output_17_0.png
diff --git a/output_19_0.png b/output_19_0.png
diff --git a/output_24_1.png b/output_24_1.png
diff --git a/output_26_1.png b/output_26_1.png