Model Training Deep Dive: Explore

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Modelltraining im Detail: Erkunden

Looking to enhance your understanding of the essential steps and training modes in the ‘Explore’ phase of your project? This course will give you a complete overview of the primary steps and label training modes, including Shuffle, Teach, and Low Confidence. Not just that you’ll gain a deep understanding of entity training as well. <h2>About the Model Training Deep Dive: Explore course </h2>This course is meant to provide technical audiences and business users with an understanding of the &#39;Explore&#39; phase of the model training process.  It provides an overview of the primary steps and label training modes in the &#39;Explore&#39; phase — &#39;Shuffle&#39;, &#39;Teach&#39;, and &#39;Low Confidence&#39;. It also covers entity training, as well as pruning and reorganizing a taxonomy as required. The Model Training Deep Dive: Explore course takes 45 minutes to complete. At the end, you’ll receive a diploma of completion. <h4>Course prerequisites </h4>To enjoy this learning experience, we recommend you going through the following courses: <ul><li>UiPath Communications Mining Overview </li><li>Fundamentals of Model Training </li><li>Taxonomy Design </li><li>Model Training Deep Dive: Setup </li><li>Model Training Deep Dive: Discover </li></ul><h4>Course audience </h4>The Model Training Deep Dive: Explore course is aimed at technical audiences and business users, as well as anybody else curious to see the power of Natural Language Processing in business. <h4>The Model Training Deep Dive: Explore course agenda </h4>The full agenda covers:  <ul><li>Introduction to the &#39;Explore&#39; Phase </li><li>How to Train Using ‘Shuffle’, ‘Teach Label&#39;, and ‘Low Confidence’ </li><li>How to Train Entities Using &#39;Teach Entity&#39; </li><li>How to Prune and Reorganize a Taxonomy </li><li>How to Use &#39;Train&#39; During the &#39;Explore&#39; Phase </li><li>Practice: Train Your Own Model in the &#39;Explore&#39; Phase </li></ul><h4>Model Training Deep Dive: Explore course learning objectives </h4>At the end of the Model Training Deep Dive: Explore course, you should be able to: <ul><li>Define what &#39;Explore&#39; is, how it works, and why it&#39;s important. </li><li>List out the important considerations while labeling in &#39;Explore&#39;. </li><li>Navigate around &#39;Explore&#39;. </li><li>Train using &#39;Shuffle&#39; mode. </li><li>Train using &#39;Teach Label&#39; mode. </li><li>Train using &#39;Low Confidence&#39; mode. </li><li>Train entities using &#39;Teach Entity&#39; mode. </li><li>Prune and reorganize your taxonomy. </li><li>Use &#39;Train&#39; during the &#39;Explore&#39; phase.</li></ul>