-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
188 lines (173 loc) · 8.9 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
<!DOCTYPE HTML>
<!--
Massively by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Mystic Cloud</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper" class="fade-in">
<!-- Intro -->
<div id="intro">
<h1>The Mystic Cloud Portfolio<br />
</h1>
<p>Machine learning and deep learning with Pandas,Numpy, Scikit-Learn, Matplotlib<br /><a href="https://github.com/Coldman22">@Coldman22</a> <br />
</p>
<ul class="actions">
<li><a href="#header" class="button icon solid solo fa-arrow-down scrolly">Continue</a></li>
</ul>
</div>
<!-- Header -->
<header id="header">
<a href="index.html" class="logo">Mystic Cloud</a>
</header>
<!-- Nav -->
<nav id="nav">
<ul class="links">
<li class="active"><a href="index.html">Projects & Visualizations</a></li>
<li><a href="generic.html">Blogs</a></li>
<li><a href="elements.html">Elements & Resources</a></li>
</ul>
<ul class="icons">
<li><a href="https://www.linkedin.com/in/shishir-tambe-993646159" class="icon brands fa-linkedin"><span class="label">Linkedin</span></a></li>
<li><a href="https://facebook.com/shishirtambe" class="icon brands fa-facebook-f"><span class="label">Facebook</span></a></li>
<li><a href="https://instagram.com/shishirtambe" class="icon brands fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href=" https://instagram.com/greenandsmoke" class="icon brands fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href="https://github.com/Coldman22" class="icon brands fa-github"><span class="label">GitHub</span></a></li>
</ul>
</nav>
<!-- Main -->
<div id="main">
<!-- Featured Post -->
<article class="post featured">
<header class="major">
<span class="date">February 14, 2022</span>
<h2>Machine Learning model for Absolute Beginners</h2>
<h2><a href="https://github.com/Coldman22/Coldman22/blob/main/Iris%20Flower%20Classification%20Project%20%3D%20Machine%20learning.ipynb">Iris Flower <br />
Clasification Project</a></h2>
<p>I have tried to equate the dataset by using the following:<br/>
Logistic Regression,<br />
Random Forest Classifier,<br />
Decision Tree classifier,<br />
K Neighbors Classifier,<br />
Support vector Machine,<br >
Then after that i did further Evaluations<br/>
1. Confusion matrix.
2. Precision and recall
3. F1 score
and in last i gave a summary and conclusion</p>
</header>
<a href="https://github.com/Coldman22/Coldman22/blob/main/Iris%20Flower%20Classification%20Project%20%3D%20Machine%20learning.ipynb" class="image main"><img src="images/f.jpg" alt="" /></a>
<ul class="actions special">
<li><a href="https://github.com/Coldman22/Coldman22/blob/main/Iris%20Flower%20Classification%20Project%20%3D%20Machine%20learning.ipynb" class="button large">View Project</a></li>
</ul>
</article>
<!-- Posts -->
<section class="posts">
<article>
<header>
<span class="date">January 25, 2022</span>
<h2><a href="https://github.com/Coldman22/Coldman22/blob/main/Machine%20Learning%20for%20Diabetes.ipynb">Machine Learning <br />
for Diabetes</a></h2>
</header>
<a href="https://github.com/Coldman22/Coldman22/blob/main/Machine%20Learning%20for%20Diabetes.ipynb" class="image fit"><img src="images/diabetes.jpg" alt="" /></a>
<p>This dataset is originally from the National Institute of Diabetes and Digestive and Kidney Diseases. The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset. Several constraints were placed on the selection of these instances from a larger database. In particular, all patients here are females at least 21 years old of Pima Indian heritage.</p>
<ul class="actions special">
<li><a href="https://github.com/Coldman22/Coldman22/blob/main/Machine%20Learning%20for%20Diabetes.ipynb" class="button">View Project</a></li>
</ul>
</article>
<article>
<header>
<span class="date">June 22, 2022</span>
<h2><a href="https://github.com/Coldman22/Coldman22/blob/main/Handwritten_digit_recognition_using_MNIST_dataset.ipynb">Handwritten Digit Recognition <br />
using MNIST Dataset</a></h2>
</header>
<a href="https://github.com/Coldman22/Coldman22/blob/main/Handwritten_digit_recognition_using_MNIST_dataset.ipynb" class="image fit"><img src="images/handwritten digit.png" alt="" /></a>
<p>Sets of 70000 small images of digit handwritten by high school students and employees of the UN Census Bureau.All images are labelled with respective digit they represent.MNIST is the hello world of machine learning.There are 70000 images and each image has 784 features.Each images is 28*28 pixels ,and each features simply represents one pixel's intensity, from 0(white) to 255(black)</p>
<ul class="actions special">
<li><a href="https://github.com/Coldman22/Coldman22/blob/main/Handwritten_digit_recognition_using_MNIST_dataset.ipynb" class="button">View Project</a></li>
</ul>
</article>
</section>
<!-- Footer -->
<footer>
<div class="pagination">
<!--<a href="#" class="previous">Prev</a>-->
<a href="https://coldman22.github.io/Coldman22-.github.io/index.html" class=" class="page active">1</a>
<a href="https://github.com/Coldman22/Coldman22-.github.io/index1.html#"class="next">Next</a>
</div>
</footer>
</div>
<!-- Footer -->
<footer id="footer">
<section>
<form method="post" action="#">
<div class="fields">
<div class="field">
<p><strong>Fell Free to Talk & Suggest</strong></p>
<label for="name">Name</label>
<input type="text" name="name" id="name" />
</div>
<div class="field">
<label for="email">Email</label>
<input type="text" name="email" id="email" />
</div>
<div class="field">
<label for="message">Message</label>
<textarea name="message" id="message" rows="3"></textarea>
</div>
</div>
<ul class="actions">
<li><input type="submit" value="Send Message" /></li>
</ul>
</form>
</section>
<section class="split contact">
<section class="alt">
<h3>Address</h3>
<p>Kandivali (West) <br />
Mumbai, India-400067</p>
</section>
<section>
<h3>Phone</h3>
<p><a href="https://github.com/Coldman22">(+91) 9820974583</a></p>
</section>
<section>
<h3>Email</h3>
<p><a href="https://github.com/Coldman22">shishirtambe@gmail.com</a></p>
</section>
<section>
<h3>Social</h3>
<ul class="icons alt">
<li><a href="https://www.linkedin.com/in/shishir-tambe-993646159" class="icon brands alt fa-linkedin"><span class="label">linkedin</span></a></li>
<li><a href="https://facebook.com/shishirtambe" class="icon brands alt fa-facebook-f"><span class="label">Facebook</span></a></li>
<li><a href="https://instagram.com/shishirtambe" class="icon brands alt fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href="https://instagram.com/greenandsmoke" class="icon brands alt fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href="https://github.com/Coldman22" class="icon brands alt fa-github"><span class="label">GitHub</span></a></li>
</ul>
</section>
</section>
</footer>
<!-- Copyright -->
<div id="copyright">
<ul><li>© Copyright 2022 Mystic Cloud</li><li>Design: <a href="https://html5up.net">HTML5 UP</a></li></ul>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>