Qian Xie

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I am a big data analytics developer at TD bank, where I use Spark on Hadoop cluster for advanced analytics and developing big data applications. Before joining TD, I was a Ph.D. candidate of Industrial system Engineering. For my four years as a Ph.D. candidate, I was responsible for experiment design, data collection, data analysis, and modeling of thermodynamic system for CO2 capture. My research experience taught me the process of identifying problem, collecting data, and building quantitative solutions that are supported by data. In addition to my research experience, I have multiple years of experience with data analytics using a wide range of tools. I have 3 years of experience usi...

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Qian Xie

Building a Recommendation Engine - An example of a product recommendation engine

Apache Hadoop YARN – Multi-Tenancy, Capacity Scheduler & Preemption - StampedeCon 2015

Using PySpark to Process Boat Loads of Data

Cloud Academy & AWS: how we use Amazon Web Services for machine learning and data collection

Big Data Analytics: Reference Architectures and Case Studies by Serhiy Haziyev and Olha Hrytsay

Using Big Data to Drive Customer 360

Graph in Customer 360 - StampedeCon Big Data Conference 2017

Apache Spark 2.0: A Deep Dive Into Structured Streaming - by Tathagata Das

Big Data Warehousing Meetup: Real-world Data Science w/ Claudia Perlich and Revolution Analytics

Efficient Data Storage for Analytics with Apache Parquet 2.0

Data Science at Scale Using Apache Spark and Apache Hadoop

Top 5 Mistakes to Avoid When Writing Apache Spark Applications

Hive, Impala, and Spark, Oh My: SQL-on-Hadoop in Cloudera 5.5

Introduction to Apache Spark Developer Training

Big Data Analytics with Hadoop