时间：1月8日上午09:00-10:00、1月9日上午09:00-10:30  

地点：曾呈奎楼3楼B311

报告人：Alexey Dral    Founder, CEO at BigData Team

报告人简介：

10 year working experience for the top Russian and international companies, including Amazon AWS, Yandex, Sberbank, Rambler and qualification onlarge-scale problems, leading R&D teams, defining strategy for the whole departments build up agreat mentor with an aspiration to offer insights to my students. Author of Big Data courses on Coursera，teach around the globe, launch new onsite and online courses to reduce the gap between industry and academia, supervise Data Science and Data Engineering initiatives.

报告题目1：Crash Course on Machine Learning

报告摘要：

Nowadays, machine learning becomes available not only for Python or R developers but also for managers, entrepreneurs, researchers in physics or chemistry. During the workshop you will learn:

1. How to do exploratory data analysis with the help of Orange;

2. How to fit machine learning (ML) model;

3. How to correctly choose the best ML model with the help of Cross-Validation;

Bonus: everything without writing any piece of code.

报告题目2：Introduction into Big Data

报告摘要：

During Big Data Introduction, you will get answers to the following questions:

1. How is Big Data related to parallel and distributed computing?

2. How does generic Big Data processing pipeline look like? How CAP “theorem”influence the choice of a database?

3. How does data layout help to speed up calculations?