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5-Day Data Science Bootcamp
AT&T Executive Education and Conference Center
1900 University Ave, Austin, TX 78705
- FUNDAMENTALS We emphasize on fundamentals of data exploration, visualization, feature engineering, quality, acquisition, and sampling to give you a solid foundation for predictive analytics.
- MACHINE LEARNING The curriculum covers a wide array of classification, regression, recommendation, and unsupervised learning techniques. We emphasize on both of solid understanding of algorithms and their correct usage.
- EVALUATION AND PARAMETER TUNING Correct choice of metrics and parameter tuning are essential to building robust predictive models. A combination of lecture, discussion, and hands-on labs will ensure that you have the ability to choose the right metrics for your model and you can tune your machine learning model to make it more generalizable.
- BIG DATA AND STREAMING ANALYTICS Even data scientists need some data engineering skills. You will Hadoop cluster in the cloud, run Hive queries, learn to build message queues and process data in real-time, and build an Internet of Things application.
- And so much more!