[ DevCourseWeb.com ] Udemy - Machine Learning Foundation With Practical Approaches

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[ DevCourseWeb.com ] Udemy - Machine Learning Foundation With Practical Approaches

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种子哈希：2668980fe74e9a152b3bba202d23415c0a047f01
文件大小： 3.94G
已经下载：1051次
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收录时间：2023-12-24
最近下载：2025-09-27

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文件列表

  • ~Get Your Files Here !/1 - Introduction/1 - MLIntroduction.mp4 428.5 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/19 - Algorithm Discussion Hands on.mp4 372.7 MB
  • ~Get Your Files Here !/7 - Unsupervised Learning/24 - Algorithm Discussion Hands on.mp4 336.8 MB
  • ~Get Your Files Here !/3 - Data Preprocessing/9 - Data Preprocessing Hand on.mp4 297.0 MB
  • ~Get Your Files Here !/8 - Time series Modelling concepts/27 - Algorithm Discussion Hands on.mp4 279.0 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/5 - Statistics hands on.mp4 264.6 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/4 - Statistics Concepts.mp4 256.6 MB
  • ~Get Your Files Here !/5 - Regression/14 - Algorithm Discussions Hands On.mp4 251.5 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm discussion Concepts.mp4 218.6 MB
  • ~Get Your Files Here !/5 - Regression/16 - Regression Evaluation Technique Hands On.mp4 170.2 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/21 - Classification Evaluation Technique Hands on.mp4 148.6 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics Concepts in ML.mp4 103.9 MB
  • ~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm Discussions and Concepts.mp4 103.4 MB
  • ~Get Your Files Here !/9 - Ensemble Learning/30 - Algorithm Discussion hands on.mp4 102.3 MB
  • ~Get Your Files Here !/4 - Feature Engineering/11 - Feature Engineering Hands on.mp4 99.0 MB
  • ~Get Your Files Here !/4 - Feature Engineering/10 - Feature Engineering Concepts.mp4 95.8 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/20 - Classification Evaluation Technique Concepts.mp4 85.3 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/7 - Mathematics Hands on Demo.mp4 81.0 MB
  • ~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.mp4 65.3 MB
  • ~Get Your Files Here !/3 - Data Preprocessing/8 - Data Preprocessing Concepts.mp4 61.6 MB
  • ~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm Discussion Concepts.mp4 55.3 MB
  • ~Get Your Files Here !/5 - Regression/13 - Algorithm Discussions Concepts.mp4 55.0 MB
  • ~Get Your Files Here !/5 - Regression/15 - Regression Evaluation Technique concepts.mp4 51.5 MB
  • ~Get Your Files Here !/5 - Regression/12 - Introduction.mp4 50.1 MB
  • ~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm Discussion Concepts.mp4 50.0 MB
  • ~Get Your Files Here !/1 - Introduction/2 - Setup our Environment.mp4 39.0 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.mp4 33.6 MB
  • ~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.mp4 27.7 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/3 - Introduction.mp4 13.8 MB
  • ~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.mp4 12.9 MB
  • ~Get Your Files Here !/1 - Introduction/1 - Introduction.pptx 3.9 MB
  • ~Get Your Files Here !/2 - Statistics and mathematics/4 - Basic-Statistics.pptx 1.6 MB
  • ~Get Your Files Here !/3 - Data Preprocessing/8 - Data-Preprocessing.pptx 1.6 MB
  • ~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm-discussion.pptx 973.4 kB
  • ~Get Your Files Here !/6 - Classification Algorithms/20 - Algorithm-discussion.pptx 973.4 kB
  • ~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.pptx 946.3 kB
  • ~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.pptx 931.7 kB
  • ~Get Your Files Here !/4 - Feature Engineering/10 - Feature-engineering.pptx 924.3 kB
  • ~Get Your Files Here !/5 - Regression/13 - Algorithm-Discussion.pptx 864.4 kB
  • ~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics.pptx 815.9 kB
  • ~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm-discussion.pptx 786.3 kB
  • ~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.pptx 758.7 kB
  • ~Get Your Files Here !/2 - Statistics and mathematics/3 - Statistics-and-maths-introduction.pptx 756.5 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/Time series.ipynb 750.6 kB
  • ~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.pptx 693.2 kB
  • ~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm-Discussion.pptx 683.0 kB
  • ~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm-discussion.pptx 677.4 kB
  • ~Get Your Files Here !/5 - Regression/12 - Introduction.pptx 629.2 kB
  • ~Get Your Files Here !/5 - Regression/15 - Regression-Evaluation.pptx 625.8 kB
  • ~Get Your Files Here !/1 - Introduction/1 - ML-Course-2023.odp 617.2 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Algorithm discussion/Algorithm Analysis.ipynb 610.3 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/Basic stats.ipynb 495.1 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Algorithm-Unsupervised.ipynb 415.9 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/Data Preprocessing.ipynb 300.8 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/housing-price-clean.csv 232.8 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/housing-price.csv 145.8 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/Regression Algorithm.ipynb 141.7 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/cars_data.csv 82.3 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/feature_engineering.ipynb 77.4 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/Evaluation.ipynb 53.4 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Evaluation/Evaluation.ipynb 30.7 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/loans-data.csv 23.4 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Mathematics/Mathematics.ipynb 13.4 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 8/Ensemble Learning/Algorithm discussion/Ensemble Learning.ipynb 4.8 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Mall_Customers.csv 4.3 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/iris.csv 3.9 kB
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/international-airline-passengers.csv 2.0 kB
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • ~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/requirements.txt 193 Bytes
  • Get Bonus Downloads Here.url 182 Bytes

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