据估计，非结构化数据占所有数据的 90% 以上，其中大部分是文本形式。博客文章、推文、社交媒体和其他数字出版物不断添加到这个不断增长的数据主体中。
这个由讲师指导的现场课程围绕着从这些数据中提取见解和意义。利用 R Language 和 Natural Language Processing (NLP) 库，我们结合了计算机科学、人工智能和计算语言学的概念和技术，从算法上理解文本数据背后的含义。根据客户要求提供各种语言的数据样本。
在培训结束时，参与者将能够准备来自不同来源的数据集（大小），然后应用正确的算法来分析和报告其重要性。
课程形式
This instructor-led, live training in 北京 (online or onsite) is aimed at intermediate-level data scientists and statisticians who wish to prepare data, build models, and apply machine learning techniques effectively in their professional domains.
By the end of this training, participants will be able to:
Understand and implement various Machine Learning algorithms.
Prepare data and models for machine learning applications.
Conduct post hoc analyses and visualize results effectively.
Apply machine learning techniques to real-world, sector-specific scenarios.
the trainer had patience, and was eager to make sure we all understood the topics, the classes were fun to attend
Mamonyane Taoana - Road Safety Department
课程 - Statistical Analysis using SPSS
Weronika created a really friendly, informal atmosphere. The training involved a lot of useful knowledge transfer, technical skills exercises and theory, as well as best practices and guidance on how to handle our own data.
Julia Kuczma - DLA Piper GSC Poland Sp. z o.o.
课程 - Tableau Intermediate Training Course
The tips for many of the functions that the trainer presented, which we can easily remember and implement in our future work
Emilija Stoilova - EPFL HBP PCO
课程 - Analysing Financial Data in Excel
1.The presentation style of Mr. Andrew, engaging with the style of audience.
MUHAMMAD ZAID SALMAN - GAS MALAYSIA DISTRIBUTION SDN BHD
课程 - Market Forecasting
The fact he had dif excel and data sheets with exercises for us to do.
Deepakie Singh Sodhi - Queens College, CUNY
课程 - Excel For Statistical Data Analysis
that i was getting my all answers and knowledge i want.
Ismail Ahli - Dubai Civil Aviation Authority
课程 - R for Statistical Analysis
I genuinely enjoyed the hands passed exercises.
Yunfa Zhu - Environmental and Climate Change Canada
课程 - Foundation R
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
课程 - Introduction to Data Visualization with Tidyverse and R
The fact that we had the time to cover some useful extras.
Alina Vishniakova - TUI Business Services GmbH
课程 - Statistics Level 1
the matter was well presented and in an orderly manner.
Marylin Houle - Ivanhoe Cambridge
课程 - Introduction to R with Time Series Analysis
It was very informative and professionally held. Wojteks knowledge level was so advanced that he could basically answer any question and he was willing to put effort into fitting the training to my personal needs.
Sonja Steiner - BearingPoint GmbH
课程 - R Programming for Data Analysis
I really enjoyed the knowledge of the trainer.
Stephanie Seiermann
课程 - R
Michael the trainer is very knowledgeable and skillful about the subject of Big Data and R. He is very flexible and quickly customize the training meeting clients' need. He is also very capable to solve technical and subject matter problems on the go. Fantastic and professional training!.
Xiaoyuan Geng - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
课程 - Programming with Big Data in R
A lot of knowledge - theoretical and practical.
Anna Alechno
课程 - Forecasting with R
I enjoyed the Excel sheets provided having the exercises with examples. This meant that if Tamil was held up helping other people, I could crack on with the next parts.
Luke Pontin
课程 - Data and Analytics - from the ground up
灵活友好的风格。确切地了解对我有用和相关的内容。
Jenny
课程 - Advanced R
机器翻译
I genuinely was benefit from the flexibility of the trainer.
Irina Ostapenko
课程 - Statistics Level 2
I liked the new insights in deep machine learning.
Josip Arneric
课程 - Neural Network in R
I mostly liked the trainer giving real live Examples.
