Course name:
Hadoop and Data Science (Live Virtual)
Description:
This two week course covers Data Science principles and techniques through lecture and hands-on lab. In this class, you will experience a hands-on learning environment to experience the processes and practice of data analysis with Hadoop and the R statistical language. At the end of the class you will be able to a solution with R and Mahout.
Duration:
3 Days
Audience:
Architects, software developers, analysts and data scientists
Prerequisites:
basic computer skills, basic knowledge in statistics and a basic programming
Course outline:
<p>&nbsp;</p> <p><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Understand the fundamentals<span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"> of Data Science</span></span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Learn<span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"> the basics of machine learning</span></span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Hadoop and its relation to Data Science</span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">B<span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">asics of the R statistics language from Revolution Analytics</span></span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Understand recommender systems</span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Build</span></span></span><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"> a recommender system with R statistics language</span></span></span></p> <p><!--[endif]--><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">Build </span></span></span><span class="A2"><span style="color: black; font-family: 'Arial','sans-serif'; font-size: 9pt; mso-bidi-font-size: 10.0pt; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;"><span style="color: black; mso-style-textfill-fill-color: black; mso-style-textfill-fill-alpha: 100.0%;">a recommender system with Hadoop (using Mahout)</span></span></span></p> <p>&nbsp;</p>

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