Udemy - Master Cluster Analysis with Python and Pandas [2025] (9.2024)

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Udemy - Master Cluster Analysis with Python and Pandas [2025] (9.2024)

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文件大小： 10.87G
已经下载：263次
下载速度：极快
收录时间：2025-07-28
最近下载：2025-10-11

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文件列表

  • 4 - Master Cluster Analysis and Unsupervised Learning/62 - Autoupdated KMeans Cluster Analysis introduction and simulation.mp4 715.5 MB
  • 2 - Master Python for Data Handling/25 - Python Object Oriented Programming IV Recap and More.mp4 547.3 MB
  • 3 - Master Pandas for Data Handling/47 - Pandas Data Preparation IV Missing Data Imputation.mp4 472.6 MB
  • 2 - Master Python for Data Handling/23 - Python Object Oriented Programming II create your own custom objects.mp4 440.5 MB
  • 4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans Cluster Analysis.mp4 427.2 MB
  • 4 - Master Cluster Analysis and Unsupervised Learning/60 - Overview.mp4 397.5 MB
  • 4 - Master Cluster Analysis and Unsupervised Learning/63 - DensityBased Spatial Clustering of Applications with Noise DBSCAN.mp4 396.4 MB
  • 3 - Master Pandas for Data Handling/59 - Pandas Data Visualization VI Line plots.mp4 387.3 MB
  • 2 - Master Python for Data Handling/24 - Python Object Oriented Programming III Files and Tables.mp4 359.7 MB
  • 2 - Master Python for Data Handling/14 - Python Dictionary.mp4 350.5 MB
  • 3 - Master Pandas for Data Handling/42 - Pandas Operations Techniques Merging DataFrames.mp4 328.5 MB
  • 2 - Master Python for Data Handling/21 - Python Functions II create your own functions.mp4 313.8 MB
  • 1 - Introduction/4 - The Conda Package Management System optional.mp4 311.4 MB
  • 2 - Master Python for Data Handling/5 - Overview of Python for Data Handling.mp4 283.0 MB
  • 4 - Master Cluster Analysis and Unsupervised Learning/64 - Four Hierarchical Clustering algorithms.mp4 241.7 MB
  • 3 - Master Pandas for Data Handling/40 - Pandas Operations Techniques Concatenate DataFrames.mp4 228.0 MB
  • 3 - Master Pandas for Data Handling/48 - Pandas Data Preparation V Data Binnings Extra Video.mp4 210.5 MB
  • 3 - Master Pandas for Data Handling/58 - Pandas Data Visualization V Pie Charts.mp4 208.3 MB
  • 3 - Master Pandas for Data Handling/31 - Pandas File Handling The xlsx file format.mp4 207.3 MB
  • 3 - Master Pandas for Data Handling/57 - Pandas Data Visualization IV Scatterplots.mp4 205.1 MB
  • 2 - Master Python for Data Handling/15 - Python List.mp4 194.5 MB
  • 3 - Master Pandas for Data Handling/26 - Master Pandas for Data Handling Overview.mp4 191.6 MB
  • 3 - Master Pandas for Data Handling/43 - Pandas Operations Techniques Transpose Pivot Functions.mp4 191.6 MB
  • 2 - Master Python for Data Handling/9 - Python Strings II Intermediate String Methods.mp4 183.3 MB
  • 3 - Master Pandas for Data Handling/49 - Pandas Data Preparation VI Indicator Features Extra Video.mp4 169.3 MB
  • 3 - Master Pandas for Data Handling/39 - Pandas Operations Techniques Scalers and Standardization.mp4 161.9 MB
  • 3 - Master Pandas for Data Handling/52 - Pandas Data Description III Descriptive Statistics.mp4 154.4 MB
  • 1 - Introduction/1 - Introduction.mp4 144.0 MB
  • 3 - Master Pandas for Data Handling/30 - Pandas File Handling The csv file format.mp4 143.9 MB
  • 3 - Master Pandas for Data Handling/41 - Pandas Operations Techniques Joining DataFrames.mp4 143.7 MB
  • 2 - Master Python for Data Handling/12 - Python Set.mp4 142.0 MB
  • 3 - Master Pandas for Data Handling/53 - Pandas Data Description IV Crosstabulations Groupings.mp4 141.8 MB
  • 2 - Master Python for Data Handling/13 - Python Tuple.mp4 134.4 MB
  • 2 - Master Python for Data Handling/10 - Python Strings III DateTime Objects and Strings.mp4 133.8 MB
  • 3 - Master Pandas for Data Handling/55 - Pandas Data Visualization II Histograms.mp4 133.7 MB
  • 2 - Master Python for Data Handling/8 - Python Strings I.mp4 133.5 MB
  • 2 - Master Python for Data Handling/19 - Python Logic Operators and conditional code branching.mp4 133.4 MB
  • 3 - Master Pandas for Data Handling/28 - Creating a Pandas DataFrame from scratch.mp4 128.3 MB
  • 3 - Master Pandas for Data Handling/36 - Pandas Operations Techniques Column Selections.mp4 119.1 MB
  • 2 - Master Python for Data Handling/17 - Python Whileloop.mp4 118.3 MB
  • 1 - Introduction/3 - Download and installation of the Anaconda Distribution optional.mp4 115.0 MB
  • 3 - Master Pandas for Data Handling/38 - Pandas Operations Techniques Conditional Selections.mp4 112.3 MB
  • 2 - Master Python for Data Handling/22 - Python Object Oriented Programming I Some theory.mp4 112.3 MB
  • 3 - Master Pandas for Data Handling/46 - Pandas Data Preparation III Duplicates.mp4 110.4 MB
  • 2 - Master Python for Data Handling/18 - Python Forloop.mp4 108.5 MB
  • 3 - Master Pandas for Data Handling/56 - Pandas Data Visualization III Boxplots.mp4 95.7 MB
  • 3 - Master Pandas for Data Handling/51 - Pandas Data Description II Sorting and Ranking.mp4 90.5 MB
  • 3 - Master Pandas for Data Handling/45 - Pandas Data Preparation II Edit DataFrame labels.mp4 87.1 MB
  • 3 - Master Pandas for Data Handling/35 - Pandas Operations Techniques DataFrame Inspection.mp4 86.2 MB
  • 3 - Master Pandas for Data Handling/27 - Pandas theory and terminology.mp4 85.0 MB
  • 3 - Master Pandas for Data Handling/37 - Pandas Operations Techniques Row Selections.mp4 84.0 MB
  • 1 - Introduction/2 - Setup of the Anaconda Cloud Notebook.mp4 80.5 MB
  • 3 - Master Pandas for Data Handling/32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.mp4 71.2 MB
  • 2 - Master Python for Data Handling/6 - Python Integer.mp4 68.7 MB
  • 3 - Master Pandas for Data Handling/34 - Pandas Operations Techniques Object Inspection.mp4 68.6 MB
  • 3 - Master Pandas for Data Handling/44 - Pandas Data Preparation I Overview workflow.mp4 66.3 MB
  • 3 - Master Pandas for Data Handling/50 - Pandas Data Description I Overview.mp4 45.0 MB
  • 2 - Master Python for Data Handling/7 - Python Float.mp4 40.9 MB
  • 2 - Master Python for Data Handling/16 - Overview of Python Data Transformers and Functions.mp4 24.7 MB
  • 3 - Master Pandas for Data Handling/54 - Pandas Data Visualization I Overview.mp4 23.3 MB
  • 3 - Master Pandas for Data Handling/33 - Pandas Operations Techniques Overview.mp4 20.3 MB
  • 2 - Master Python for Data Handling/20 - Python Functions I Some theory.mp4 20.0 MB
  • 3 - Master Pandas for Data Handling/29 - Pandas File Handling Overview.mp4 15.1 MB
  • 2 - Master Python for Data Handling/11 - Overview of Python Native Data Storage Structures.mp4 12.5 MB
  • 3 - Master Pandas for Data Handling/49 - insurance-data.csv 61.3 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/62 - Autoupdated KMeans Cluster Analysis introduction and simulation.vtt 54.3 kB
  • 2 - Master Python for Data Handling/25 - Python Object Oriented Programming IV Recap and More.vtt 45.6 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/63 - DensityBased Spatial Clustering of Applications with Noise DBSCAN.vtt 35.7 kB
  • 3 - Master Pandas for Data Handling/47 - Pandas Data Preparation IV Missing Data Imputation.vtt 35.6 kB
  • 2 - Master Python for Data Handling/5 - Overview of Python for Data Handling.vtt 35.4 kB
  • 3 - Master Pandas for Data Handling/48 - Pandas Data Preparation V Data Binnings Extra Video.vtt 32.6 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans Cluster Analysis.vtt 32.1 kB
  • 3 - Master Pandas for Data Handling/55 - Pandas Data Visualization II Histograms.vtt 27.2 kB
  • 1 - Introduction/4 - The Conda Package Management System optional.vtt 26.3 kB
  • 3 - Master Pandas for Data Handling/59 - Pandas Data Visualization VI Line plots.vtt 25.8 kB
  • 2 - Master Python for Data Handling/21 - Python Functions II create your own functions.vtt 24.9 kB
  • 3 - Master Pandas for Data Handling/58 - Pandas Data Visualization V Pie Charts.vtt 24.7 kB
  • 3 - Master Pandas for Data Handling/43 - Pandas Operations Techniques Transpose Pivot Functions.vtt 24.0 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/60 - Overview.vtt 23.8 kB
  • 1 - Introduction/1 - Introduction.vtt 23.3 kB
  • 3 - Master Pandas for Data Handling/49 - Pandas Data Preparation VI Indicator Features Extra Video.vtt 23.0 kB
  • 2 - Master Python for Data Handling/14 - Python Dictionary.vtt 22.8 kB
  • 3 - Master Pandas for Data Handling/42 - Pandas Operations Techniques Merging DataFrames.vtt 22.3 kB
  • 3 - Master Pandas for Data Handling/57 - Pandas Data Visualization IV Scatterplots.vtt 21.9 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/64 - Four Hierarchical Clustering algorithms.vtt 21.2 kB
  • 2 - Master Python for Data Handling/15 - Python List.vtt 21.2 kB
  • 2 - Master Python for Data Handling/19 - Python Logic Operators and conditional code branching.vtt 21.1 kB
  • 3 - Master Pandas for Data Handling/40 - Pandas Operations Techniques Concatenate DataFrames.vtt 20.3 kB
  • 3 - Master Pandas for Data Handling/56 - Pandas Data Visualization III Boxplots.vtt 19.6 kB
  • 3 - Master Pandas for Data Handling/53 - Pandas Data Description IV Crosstabulations Groupings.vtt 19.6 kB
  • 1 - Introduction/3 - Download and installation of the Anaconda Distribution optional.vtt 19.3 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/62 - AU-KMeans-Cluster-Analysis-Simulation.py 18.7 kB
  • 2 - Master Python for Data Handling/10 - Python Strings III DateTime Objects and Strings.vtt 18.3 kB
  • 3 - Master Pandas for Data Handling/52 - Pandas Data Description III Descriptive Statistics.vtt 17.7 kB
  • 2 - Master Python for Data Handling/13 - Python Tuple.vtt 16.9 kB
  • 2 - Master Python for Data Handling/17 - Python Whileloop.vtt 16.8 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/62 - penguins.csv 16.6 kB
  • 3 - Master Pandas for Data Handling/51 - Pandas Data Description II Sorting and Ranking.vtt 16.6 kB
  • 3 - Master Pandas for Data Handling/31 - Pandas File Handling The xlsx file format.vtt 16.2 kB
  • 3 - Master Pandas for Data Handling/28 - Creating a Pandas DataFrame from scratch.vtt 16.0 kB
  • 2 - Master Python for Data Handling/24 - Python Object Oriented Programming III Files and Tables.vtt 15.8 kB
  • 3 - Master Pandas for Data Handling/46 - Pandas Data Preparation III Duplicates.vtt 15.3 kB
  • 2 - Master Python for Data Handling/23 - Python Object Oriented Programming II create your own custom objects.vtt 14.9 kB
  • 3 - Master Pandas for Data Handling/36 - Pandas Operations Techniques Column Selections.vtt 14.8 kB
  • 3 - Master Pandas for Data Handling/41 - Pandas Operations Techniques Joining DataFrames.vtt 14.6 kB
  • 2 - Master Python for Data Handling/9 - Python Strings II Intermediate String Methods.vtt 14.5 kB
  • 3 - Master Pandas for Data Handling/26 - Master Pandas for Data Handling Overview.vtt 13.9 kB
  • 3 - Master Pandas for Data Handling/38 - Pandas Operations Techniques Conditional Selections.vtt 13.6 kB
  • 3 - Master Pandas for Data Handling/34 - Pandas Operations Techniques Object Inspection.vtt 13.5 kB
  • 3 - Master Pandas for Data Handling/39 - Pandas Operations Techniques Scalers and Standardization.vtt 13.1 kB
  • 2 - Master Python for Data Handling/22 - Python Object Oriented Programming I Some theory.vtt 12.6 kB
  • 3 - Master Pandas for Data Handling/37 - Pandas Operations Techniques Row Selections.vtt 12.6 kB
  • 3 - Master Pandas for Data Handling/27 - Pandas theory and terminology.vtt 12.5 kB
  • 3 - Master Pandas for Data Handling/30 - Pandas File Handling The csv file format.vtt 12.0 kB
  • 1 - Introduction/2 - Setup of the Anaconda Cloud Notebook.vtt 11.9 kB
  • 3 - Master Pandas for Data Handling/35 - Pandas Operations Techniques DataFrame Inspection.vtt 11.7 kB
  • 3 - Master Pandas for Data Handling/45 - Pandas Data Preparation II Edit DataFrame labels.vtt 11.1 kB
  • 3 - Master Pandas for Data Handling/32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.vtt 11.1 kB
  • 2 - Master Python for Data Handling/12 - Python Set.vtt 11.1 kB
  • 3 - Master Pandas for Data Handling/48 - geyser.xlsx 11.0 kB
  • 2 - Master Python for Data Handling/6 - Python Integer.vtt 10.9 kB
  • 2 - Master Python for Data Handling/8 - Python Strings I.vtt 10.1 kB
  • 2 - Master Python for Data Handling/18 - Python Forloop.vtt 9.9 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/63 - DBscan.py 8.3 kB
  • 2 - Master Python for Data Handling/7 - Python Float.vtt 6.9 kB
  • 2 - Master Python for Data Handling/24 - Python-OOP3.py 6.6 kB
  • 2 - Master Python for Data Handling/25 - Python-OOP4-Recap.py 6.5 kB
  • 3 - Master Pandas for Data Handling/44 - Pandas Data Preparation I Overview workflow.vtt 6.2 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans-Cluster-analysis.py 6.2 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/64 - agglo-clustering.py 5.5 kB
  • 3 - Master Pandas for Data Handling/48 - geyser.csv 5.1 kB
  • 2 - Master Python for Data Handling/23 - Python-OOP-II.py 4.6 kB
  • 2 - Master Python for Data Handling/20 - Python Functions I Some theory.vtt 4.3 kB
  • 3 - Master Pandas for Data Handling/54 - Pandas Data Visualization I Overview.vtt 3.9 kB
  • 2 - Master Python for Data Handling/16 - Overview of Python Data Transformers and Functions.vtt 3.7 kB
  • 3 - Master Pandas for Data Handling/33 - Pandas Operations Techniques Overview.vtt 3.6 kB
  • 4 - Master Cluster Analysis and Unsupervised Learning/61 - iris.csv 3.4 kB
  • 2 - Master Python for Data Handling/11 - Overview of Python Native Data Storage Structures.vtt 3.2 kB
  • 3 - Master Pandas for Data Handling/50 - Pandas Data Description I Overview.vtt 3.2 kB
  • 3 - Master Pandas for Data Handling/29 - Pandas File Handling Overview.vtt 3.2 kB
  • 3 - Master Pandas for Data Handling/42 - Pandas-Ops-Tech-Merge-dataset.py 1.8 kB
  • 3 - Master Pandas for Data Handling/40 - DataFrames.py 1.5 kB
  • 3 - Master Pandas for Data Handling/41 - Pandas-Ops-Tech-Join-DF.py 1.3 kB
  • 3 - Master Pandas for Data Handling/43 - Pandas-T-pivot-Dataset.py 1.1 kB
  • 3 - Master Pandas for Data Handling/49 - Indicator-Features.py 647 Bytes
  • 2 - Master Python for Data Handling/25 - Text-file.txt 233 Bytes

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