This session was not filmed.
The fields of machine learning and data science can appear intractable and overwhelming, often leaving newcomers at a loss for knowing where to begin. However, once you learn basic principles and workflows, you will see many opportunities where these techniques can help you in your projects. You can better understand your users, embed a recommendation engine into your application, or easily ship dashboards including statistical summaries and stunning visualizations.
After completing this workshop, you will have a solid understanding of what kind of problems they can approach by which techniques. Furthermore, you will have experience in conducting a full analysis from start to end, i.e., exploring, cleaning, transforming, and analyzing data with state-of-the-art techniques.
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