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数据挖掘专才养成课程(高级) (Advanced)

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Overview

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Learning outcomes

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Course content

1

数据挖掘基础

2

数据预处理

3

特征工程

4

聚类分析

5

分类算法

6

回归分析

7

神经网络

8

决策树

9

随机森林

10

支持向量机

11

集成学习

12

梯度提升

13

深度学习

14

文本挖掘

15

关联规则挖掘

16

异常检测

17

时间序列分析

18

数据可视化

19

高级数据分析

20

数据挖掘项目管理

Career Path

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Key facts

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Why this course

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People also ask

Everything you need to know before you start

Straight answers — no waiting on a reply. Most learners are enrolled within 60 seconds of finding what they need below.

60 sec
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Self-paced
Learn on your time
Certificate
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We offer immediate access to our course materials through our open enrollment system. This means:

  • The course starts as soon as you pay the course fee, instantly
  • No waiting periods or fixed start dates
  • Instant access to all course materials upon payment
  • Flexibility to begin at your convenience

This self-paced approach allows you to begin your professional development journey immediately, fitting your learning around your existing commitments.

We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
  • Standard Mode: Complete in 2 months with 2-3 hours of study per week

You can progress at your own pace and access the materials 24/7.

There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
  • Dedication to complete the course
Ready when you are
Most learners finish reading the FAQs and enrol in the same minute.
Self-paced · Certificate included · 24/7 access · 60-second start.
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Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
Open enrolment · Start today

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Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United States
MC
Michael Carter
US · Course completed

I just completed the 数据挖掘专才养成课程(高级) at Stanmore School of Business, and I must say it was an incredible experience! The course content was comprehensive and well-structured, covering everything from data preprocessing to advanced machine learning techniques. The instructors were knowledgeable and provided excellent support throughout the course. I was able to apply the practical knowledge and skills I gained to my current project, and the results were impressive. I highly recommend this course to anyone looking to enhance their data mining skills.

LH
Leila Hassan
EG · Course completed

I took the 数据挖掘专才养成课程(高级) at Stanmore School of Business, and it was a great learning experience. The course materials were relevant and up-to-date, and the instructors were experienced professionals in the field. I gained a lot of practical knowledge and skills, particularly in data visualization and clustering analysis. The course also provided a good balance between theory and practice, which I found very helpful. Overall, I'm satisfied with the course, and I would recommend it to anyone interested in data mining.

CS
Catarina Silva
BR · Course completed

Wow, just wow! The 数据挖掘专才养成课程(高级) at Stanmore School of Business was amazing! The course content was so engaging and interactive, with plenty of real-world examples and case studies. I loved the fact that we got to work on practical projects and apply the concepts we learned to actual data sets. The instructors were super supportive and provided excellent feedback throughout the course. I gained so much confidence in my ability to analyze and interpret complex data, and I'm already applying my new skills in my job. Thank you, Stanmore School of Business, for an incredible learning experience!

RK
Rahul Kapoor
IN · Course completed

I recently completed the 数据挖掘专才养成课程(高级) at Stanmore School of Business, and I must say it was a thorough and detailed course. The course materials were comprehensive and covered a wide range of topics, from data mining fundamentals to advanced techniques like neural networks and deep learning. The instructors were knowledgeable and provided good explanations of the concepts. I appreciated the fact that the course included a lot of examples and illustrations to help reinforce the learning. Overall, I'm satisfied with the course, and I would recommend it to anyone looking to gain a deeper understanding of data mining concepts and techniques.





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Recently updated!

May 2026