From 46014ed9fd438f8bd01ae59ff7c0a2e32e9115cf Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:27:30 +0530
Subject: [PATCH 01/15] Update README.md

---
 README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6fea876..30b44fe 100644
--- a/README.md
+++ b/README.md
@@ -13,4 +13,8 @@
 3. Gradient Decent and Cost Function<br>
 4. Save Model Using Joblib and Pickle<br>
 5. Dummy Variable and One Hot Encoding<br>
-6. Training and Testing Data<br>
\ No newline at end of file
+6. Training and Testing Data<br>
+7. Logistic Regression (Binary Classification)<br>
+8. Logistic Regression (Multiclass Classification)<br>
+9. Decision Tree<br>
+10. Support Vector Machine (SVM)

From d1aac5502832016f775787cc04bb8f3884e1dc51 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:30:03 +0530
Subject: [PATCH 02/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 30b44fe..4f2f5eb 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Applied-Data-Science
+# Data-Science
 <h3>Data Science Project</h3>
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>

From 5af054c3c3e2b1611f92ddba97786ada6a76a215 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:31:09 +0530
Subject: [PATCH 03/15] Update README.md

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4f2f5eb..60f4412 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # Data-Science
-<h3>Data Science Project</h3>
+<h5>Data Science Project</h5>
+<h3>Level 1</h3>
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>
 3. Mashroom Classification<br>

From 477325aa1ceb3bbb07852c420cb433f159acb1e1 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:31:40 +0530
Subject: [PATCH 04/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 60f4412..f72d4d0 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # Data-Science
-<h5>Data Science Project</h5>
+<h4>Data Science Project</h4>
 <h3>Level 1</h3>
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>

From 854bbe7cda6d4d4948543044485e379de80aa1b4 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:32:00 +0530
Subject: [PATCH 05/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index f72d4d0..a2dd54a 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # Data-Science
-<h4>Data Science Project</h4>
+#<h4>Data Science Project</h4>
 <h3>Level 1</h3>
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>

From 81e33290c17cf1e96a7a2a12a4f334d8e1c525d6 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:32:33 +0530
Subject: [PATCH 06/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a2dd54a..fc16091 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # Data-Science
-#<h4>Data Science Project</h4>
+<h3>Data Science Project</h3>
 <h3>Level 1</h3>
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>

From fdeb00dd4739636e824b8c6a6d889a7b62cdc1e0 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:35:40 +0530
Subject: [PATCH 07/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index fc16091..7783399 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 5. Heart Disease Prediction<br>
 6. Stock Price Prediction<br>
 
-<h3>Tutorial (Code)</h3>
+<h3>Concept with Code</h3>
 1. Linear Regression Single Variable<br>
 2. Linear Regression Multiple Variable<br>
 3. Gradient Decent and Cost Function<br>

From 1d2e09f17e2fc8c4c0bf4e4abf8857ffaf112a30 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Fri, 17 Nov 2023 11:37:41 +0530
Subject: [PATCH 08/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7783399..81f14d7 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 5. Heart Disease Prediction<br>
 6. Stock Price Prediction<br>
 
-<h3>Concept with Code</h3>
+<h3>Tutorials</h3>
 1. Linear Regression Single Variable<br>
 2. Linear Regression Multiple Variable<br>
 3. Gradient Decent and Cost Function<br>

From 2223867c8c44344a9dadd20419907e69624145a4 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Sat, 18 Nov 2023 23:12:05 +0530
Subject: [PATCH 09/15] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 81f14d7..43c70b4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Data-Science
 <h3>Data Science Project</h3>
-<h3>Level 1</h3>
+
 1. Big Mart Sales Prediction<br>
 2. Credit Card Fraud Detection<br>
 3. Mashroom Classification<br>

From 97533058b9948ad1e315bb36867ff6832e7746aa Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Sun, 19 Nov 2023 00:21:42 +0530
Subject: [PATCH 10/15] Update README.md

---
 README.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 43c70b4..44e6034 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,12 @@
 # Data-Science
+1) Python
+2) Jupyter Notebook
+3) Numpy
+4) Pandas
+5) Matplotlib for data visualization
+6)  Machine Learning using sklearn
+7) Deep learning using tensorflow 2.0
+
 <h3>Data Science Project</h3>
 
 1. Big Mart Sales Prediction<br>
@@ -8,7 +16,7 @@
 5. Heart Disease Prediction<br>
 6. Stock Price Prediction<br>
 
-<h3>Tutorials</h3>
+<h3> Machine Learning</h3>
 1. Linear Regression Single Variable<br>
 2. Linear Regression Multiple Variable<br>
 3. Gradient Decent and Cost Function<br>

From a190415c6458e7f9be258fdc584db2b151cc1938 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Sun, 19 Nov 2023 00:22:34 +0530
Subject: [PATCH 11/15] Update README.md

---
 README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 44e6034..7380be7 100644
--- a/README.md
+++ b/README.md
@@ -26,4 +26,6 @@
 7. Logistic Regression (Binary Classification)<br>
 8. Logistic Regression (Multiclass Classification)<br>
 9. Decision Tree<br>
-10. Support Vector Machine (SVM)
+10. Support Vector Machine (SVM)<br>
+
+<h3> Deep Learning</h3>

From 716096d0839b5a139bc7421a216cfb7c99ddcefd Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Wed, 22 Nov 2023 15:18:42 +0530
Subject: [PATCH 12/15] Create python-app.yml

---
 .github/workflows/python-app.yml | 39 ++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)
 create mode 100644 .github/workflows/python-app.yml

diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 0000000..f3d4fca
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,39 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
+
+name: Python application
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v3
+      with:
+        python-version: "3.10"
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install flake8 pytest
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+    - name: Lint with flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Test with pytest
+      run: |
+        pytest

From 04ca881f22b80e16e23a2c249bed51281c2cd630 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Sun, 3 Dec 2023 23:39:33 +0530
Subject: [PATCH 13/15] Create LICENSE

---
 LICENSE | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 LICENSE

diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..571177d
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2023 AKASH KOBAL
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

From f970bf69abfbb7fce3939e7deb920d45fb88d7e6 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Mon, 4 Dec 2023 00:41:35 +0530
Subject: [PATCH 14/15] Update README.md

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7380be7..5601c33 100644
--- a/README.md
+++ b/README.md
@@ -28,4 +28,5 @@
 9. Decision Tree<br>
 10. Support Vector Machine (SVM)<br>
 
-<h3> Deep Learning</h3>
+<h3> Deep Learning</h3><br>]
+1. [Potato Disease Classification] (https://github.com/AkashKobal/potato-disease-classification.git)

From f7fcfdfe4fc900e8c980ebc80e0c16d7ad029b97 Mon Sep 17 00:00:00 2001
From: AKASH KOBAL <98216083+AkashKobal@users.noreply.github.com>
Date: Mon, 4 Dec 2023 00:42:21 +0530
Subject: [PATCH 15/15] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 5601c33..d64b560 100644
--- a/README.md
+++ b/README.md
@@ -28,5 +28,5 @@
 9. Decision Tree<br>
 10. Support Vector Machine (SVM)<br>
 
-<h3> Deep Learning</h3><br>]
-1. [Potato Disease Classification] (https://github.com/AkashKobal/potato-disease-classification.git)
+<h3> Deep Learning</h3><br>
+1. [Potato Disease Classification](https://github.com/AkashKobal/potato-disease-classification.git)