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For companies who would like to build talent in-house, we offer a number of options. For Data Science, we offer mentoring by PhDs from schools such as Carnegie Mellon, Johns Hopkins and Stanford. Our core mentors have work experience ranging from a variety of Fortune 100 companies to Top Secret Defense Labs. We also have a partnership with the International School of Engineering in Hyderabad, India, which has a primary focus on thought leadership in Data Science. Our Flagship Program trains engineers in Big Data and Data Science.
Pattern Recognition Program
- Data Pre-Processing
- Exploration
- Modeling
- (Prism Rule, Association Rules, Decision Trees, Random Forests, Gradient Boosting Machines)
- Data Visualization
- Includes 2-3 cases relevant to your domain and typically includes 40 hours of training.
Big Data Engineering Program
- Intro to Big Data & Hadoop
- Algorithms & Pseudocode Briefing on Hadoop Installation
- Thinking in Concurrent Algorithms
- NoSQL, HDFS
- Map-Reduce Programming
- Hadoop Eco-System
- HBase, Hive & PIG
- Hama, Vertica & in Database Analytics
- Mahout & Hadoop Applications
- Hadoop Streaming, R-Python Integration