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在线课程学习 Dimension Reduction

探索50数据科学课程和免费资源，涵盖您需要了解的一切Dimension Reduction.

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概述相关培训职业相关性

概述

Dimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.

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50 学习机会
Coursera
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IBM
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Unsupervised Machine Learning
Mark J Grover

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Algorithms Big Data Cluster Analysis Data Analysis Data Sets
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Advanced Dimensionality Reduction in R
Federico Castanedo

4 小时

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$300

3099
R Programming Algorithms Data Sets Dimension Reduction Finance Analytics Neural Networks
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AI Workflow: Feature Engineering and Bias Detection

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Free Online Data Science Textbooks
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Bayesian Reasoning and Machine Learning
David Barber

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Algorithms Bayesian Statistics Classification Data Analysis Data Modeling
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University of Adelaide
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Computational Thinking and Big Data

10 星期, 9 小时/星期

初学者
Java R Programming Algorithms Bayesian Statistics Big Data Data Analysis Data Cleaning
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Massachusetts Institute of Technology
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Data Analysis: Statistical Modeling and Computation in Applications

16 星期, 13 小时/星期

先进的
Applied Mathematics Data Analysis Data Modeling Data Science Data Sets
Coursera
University of Illinois at Urbana-Champaign
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Data Modeling and Regression Analysis in Business

25 小时

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6641
R Programming Data Analysis Data Analytics Data Modeling Data Sets Dimension Reduction
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Data Privacy and Anonymization in Python
Rebeca Gonzalez

4 小时

$300
Python scikit-learn Data Analysis Data Modeling Data Privacy Data Sets Dimension Reduction
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Deep Learning with Python and PyTorch

6 星期, 3 小时/星期

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PyTorch Python Classification Data Analysis Data Modeling Deep Learning Dimension Reduction
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Dimensionality Reduction in Python
Jeroen Boeye

4 小时

$300

11515
Python Algorithms Data Analysis Data Modeling Data Sets Data Visualization
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Dimensionality Reduction in R
Alexandros Tantos

4 小时

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5159
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Johns Hopkins University
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Exploratory Data Analysis

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Flatiron School
Flatiron - Data Science Bootcamp

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Massachusetts Institute of Technology
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Foundations of Machine Learning
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Apache Spark Jupyter PySpark Python SQL Applied Mathematics Big Data Data Analysis Data Processing Data Science
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Fundamentals of Statistics

18 星期, 12 小时/星期

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Harvard University
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4 星期, 3 小时/星期

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职业相关性

Dimension Reduction is most likely to appear on 数据科学家 job descriptions where we found it mentioned 1.5 percent of the time.

1. 数据科学家
1.5%
2. 数据工程师
0.2%
3. 数据分析师
0.0%

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