index.html

---
layout: default
---

<div class="post-content" itemprop="articleBody"> <p>On these pages, you will find resources and a path to learning machine learning. Included are these topics:

<lu>
<li>Image preprocessing</li> 
<li>Image Classification</li>
<li>Histogram of Oriented Gradients</li>
<li>Perceptrons and Multi-layer Perceptrons</li>
<li>PyTorch for Classification</li>
<li>Convolutional Neural Networks</li>
<li>Transfer Learning</li>
</lu>

<br><br>
It spans basic to advanced practice.  If you are new to Python and Numpy, some resources are on the last pages to get started in the language and library that are the cornerstones of ML.  A couple of free Microsoft ML services are used.
<br><br>
Click on the Setup card to begin.
</p>

<div class="home">
 
  
    <div class="row pack">

        {% for post in paginator.posts %}   
            <div class="col-md-4 card">
             <a href="{{ post.url | prepend: site.baseurl }}" class="index-anchor">    
                <div class="panel panel-default">
                  
                  {% if post.img %}
                  <img width="100%" src="{{site.baseurl}}/images/{{post.img}}" alt="{{post.title}}">
                  {% else %}
                  <img width="100%" src="{{site.baseurl}}/images/webjeda-logo-big.jpg" alt="{{site.title}}">
                  {% endif %}
                  
                  <div class="panel-body">
                    <h3 class="panel-title pull-left">{{ post.title | truncate: 25 }}</h3><span class="post-meta pull-right"></span>
                  </div>
                  
                  <div class="panel-body"><small>
                    {{ post.excerpt | strip_html | strip_newlines | truncate: 180 }}</small>
                  </div>
                </div>
                </a>
            </div>
        
          {% endfor %}

    </div> 
    
<div class="row">
    <div class="col-md-4">  </div>
    <div class="col-md-4">
        {% if paginator.total_pages > 1 %}
        <ul class="pagination">
          {% if paginator.previous_page %}
            <li><a href="{{ paginator.previous_page_path | prepend: site.baseurl | replace: '//', '/' }}">&laquo; Prev</a></li>
          {% else %}
            <li><span>&laquo; Prev</span></li>
          {% endif %}

          {% for page in (1..paginator.total_pages) %}
            {% if page == paginator.page %}
              <li class="active"><span><em>{{ page }}</em></span></li>
            {% elsif page == 1 %}
            <li><a href="{{ paginator.previous_page_path | prepend: site.baseurl | replace: '//', '/' }}">{{ page }}</a></li>
            {% else %}
            <li><a href="{{ site.paginate_path | prepend: site.baseurl | replace: '//', '/' | replace: ':num', page }}">{{ page }}</a></li>
            {% endif %}
          {% endfor %}

          {% if paginator.next_page %}
            <li><a href="{{ paginator.next_page_path | prepend: site.baseurl | replace: '//', '/' }}">Next &raquo;</a></li>
          {% else %}
            <li><span >Next &raquo;</span></li>
          {% endif %}
          </ul>
        {% endif %}

    </div>
    <div class="col-md-4">  </div>
</div>
</div>