Udemy - Master Cluster Analysis with Python and Pandas [2025] (9.2024)
大小
10.87 GB
文件数
146
Info Hash:
0A9C4BC0DC50F0229F4BBAA140743E5B3FC92DFB
收录时间
2025-12-21 02:33:00
更新时间
2025-12-21 03:19:13
文件列表 (146)
1 - Introduction/1 - Introduction.mp4
137.33 MB
1 - Introduction/1 - Introduction.vtt
22.74 KB
1 - Introduction/2 - Setup of the Anaconda Cloud Notebook.mp4
76.76 MB
1 - Introduction/2 - Setup of the Anaconda Cloud Notebook.vtt
11.63 KB
1 - Introduction/3 - Download and installation of the Anaconda Distribution optional.mp4
109.69 MB
1 - Introduction/3 - Download and installation of the Anaconda Distribution optional.vtt
18.8 KB
1 - Introduction/4 - The Conda Package Management System optional.mp4
297.02 MB
1 - Introduction/4 - The Conda Package Management System optional.vtt
25.67 KB
2 - Master Python for Data Handling/10 - Python Strings III DateTime Objects and Strings.mp4
127.56 MB
2 - Master Python for Data Handling/10 - Python Strings III DateTime Objects and Strings.vtt
17.83 KB
2 - Master Python for Data Handling/11 - Overview of Python Native Data Storage Structures.mp4
11.94 MB
2 - Master Python for Data Handling/11 - Overview of Python Native Data Storage Structures.vtt
3.11 KB
2 - Master Python for Data Handling/12 - Python Set.mp4
135.47 MB
2 - Master Python for Data Handling/12 - Python Set.vtt
10.81 KB
2 - Master Python for Data Handling/13 - Python Tuple.mp4
128.18 MB
2 - Master Python for Data Handling/13 - Python Tuple.vtt
16.53 KB
2 - Master Python for Data Handling/14 - Python Dictionary.mp4
334.24 MB
2 - Master Python for Data Handling/14 - Python Dictionary.vtt
22.29 KB
2 - Master Python for Data Handling/15 - Python List.mp4
185.47 MB
2 - Master Python for Data Handling/15 - Python List.vtt
20.67 KB
2 - Master Python for Data Handling/16 - Overview of Python Data Transformers and Functions.mp4
23.59 MB
2 - Master Python for Data Handling/16 - Overview of Python Data Transformers and Functions.vtt
3.59 KB
2 - Master Python for Data Handling/17 - Python Whileloop.mp4
112.82 MB
2 - Master Python for Data Handling/17 - Python Whileloop.vtt
16.37 KB
2 - Master Python for Data Handling/18 - Python Forloop.mp4
103.5 MB
2 - Master Python for Data Handling/18 - Python Forloop.vtt
9.71 KB
2 - Master Python for Data Handling/19 - Python Logic Operators and conditional code branching.mp4
127.22 MB
2 - Master Python for Data Handling/19 - Python Logic Operators and conditional code branching.vtt
20.62 KB
2 - Master Python for Data Handling/20 - Python Functions I Some theory.mp4
19.07 MB
2 - Master Python for Data Handling/20 - Python Functions I Some theory.vtt
4.23 KB
2 - Master Python for Data Handling/21 - Python Functions II create your own functions.mp4
299.27 MB
2 - Master Python for Data Handling/21 - Python Functions II create your own functions.vtt
24.31 KB
2 - Master Python for Data Handling/22 - Python Object Oriented Programming I Some theory.mp4
107.12 MB
2 - Master Python for Data Handling/22 - Python Object Oriented Programming I Some theory.vtt
12.33 KB
2 - Master Python for Data Handling/23 - Python Object Oriented Programming II create your own custom objects.mp4
420.06 MB
2 - Master Python for Data Handling/23 - Python Object Oriented Programming II create your own custom objects.vtt
14.58 KB
2 - Master Python for Data Handling/23 - Python-OOP-II.py
4.49 KB
2 - Master Python for Data Handling/24 - Python Object Oriented Programming III Files and Tables.mp4
343.06 MB
2 - Master Python for Data Handling/24 - Python Object Oriented Programming III Files and Tables.vtt
15.46 KB
2 - Master Python for Data Handling/24 - Python-OOP3.py
6.41 KB
2 - Master Python for Data Handling/25 - Python Object Oriented Programming IV Recap and More.mp4
521.93 MB
2 - Master Python for Data Handling/25 - Python Object Oriented Programming IV Recap and More.vtt
44.53 KB
2 - Master Python for Data Handling/25 - Python-OOP4-Recap.py
6.39 KB
2 - Master Python for Data Handling/25 - Text-file.txt
233 B
2 - Master Python for Data Handling/5 - Overview of Python for Data Handling.mp4
269.93 MB
2 - Master Python for Data Handling/5 - Overview of Python for Data Handling.vtt
34.57 KB
2 - Master Python for Data Handling/6 - Python Integer.mp4
65.48 MB
2 - Master Python for Data Handling/6 - Python Integer.vtt
10.68 KB
2 - Master Python for Data Handling/7 - Python Float.mp4
39.02 MB
2 - Master Python for Data Handling/7 - Python Float.vtt
6.74 KB
2 - Master Python for Data Handling/8 - Python Strings I.mp4
127.3 MB
2 - Master Python for Data Handling/8 - Python Strings I.vtt
9.9 KB
2 - Master Python for Data Handling/9 - Python Strings II Intermediate String Methods.mp4
174.76 MB
2 - Master Python for Data Handling/9 - Python Strings II Intermediate String Methods.vtt
14.19 KB
3 - Master Pandas for Data Handling/26 - Master Pandas for Data Handling Overview.mp4
182.72 MB
3 - Master Pandas for Data Handling/26 - Master Pandas for Data Handling Overview.vtt
13.58 KB
3 - Master Pandas for Data Handling/27 - Pandas theory and terminology.mp4
81.07 MB
3 - Master Pandas for Data Handling/27 - Pandas theory and terminology.vtt
12.18 KB
3 - Master Pandas for Data Handling/28 - Creating a Pandas DataFrame from scratch.mp4
122.4 MB
3 - Master Pandas for Data Handling/28 - Creating a Pandas DataFrame from scratch.vtt
15.58 KB
3 - Master Pandas for Data Handling/29 - Pandas File Handling Overview.mp4
14.37 MB
3 - Master Pandas for Data Handling/29 - Pandas File Handling Overview.vtt
3.08 KB
3 - Master Pandas for Data Handling/30 - Pandas File Handling The csv file format.mp4
137.27 MB
3 - Master Pandas for Data Handling/30 - Pandas File Handling The csv file format.vtt
11.76 KB
3 - Master Pandas for Data Handling/31 - Pandas File Handling The xlsx file format.mp4
197.7 MB
3 - Master Pandas for Data Handling/31 - Pandas File Handling The xlsx file format.vtt
15.8 KB
3 - Master Pandas for Data Handling/32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.mp4
67.87 MB
3 - Master Pandas for Data Handling/32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.vtt
10.86 KB
3 - Master Pandas for Data Handling/33 - Pandas Operations Techniques Overview.mp4
19.34 MB
3 - Master Pandas for Data Handling/33 - Pandas Operations Techniques Overview.vtt
3.52 KB
3 - Master Pandas for Data Handling/34 - Pandas Operations Techniques Object Inspection.mp4
65.41 MB
3 - Master Pandas for Data Handling/34 - Pandas Operations Techniques Object Inspection.vtt
13.2 KB
3 - Master Pandas for Data Handling/35 - Pandas Operations Techniques DataFrame Inspection.mp4
82.18 MB
3 - Master Pandas for Data Handling/35 - Pandas Operations Techniques DataFrame Inspection.vtt
11.45 KB
3 - Master Pandas for Data Handling/36 - Pandas Operations Techniques Column Selections.mp4
113.58 MB
3 - Master Pandas for Data Handling/36 - Pandas Operations Techniques Column Selections.vtt
14.46 KB
3 - Master Pandas for Data Handling/37 - Pandas Operations Techniques Row Selections.mp4
80.06 MB
3 - Master Pandas for Data Handling/37 - Pandas Operations Techniques Row Selections.vtt
12.32 KB
3 - Master Pandas for Data Handling/38 - Pandas Operations Techniques Conditional Selections.mp4
107.13 MB
3 - Master Pandas for Data Handling/38 - Pandas Operations Techniques Conditional Selections.vtt
13.25 KB
3 - Master Pandas for Data Handling/39 - Pandas Operations Techniques Scalers and Standardization.mp4
154.43 MB
3 - Master Pandas for Data Handling/39 - Pandas Operations Techniques Scalers and Standardization.vtt
12.81 KB
3 - Master Pandas for Data Handling/40 - DataFrames.py
1.5 KB
3 - Master Pandas for Data Handling/40 - Pandas Operations Techniques Concatenate DataFrames.mp4
217.42 MB
3 - Master Pandas for Data Handling/40 - Pandas Operations Techniques Concatenate DataFrames.vtt
19.81 KB
3 - Master Pandas for Data Handling/41 - Pandas Operations Techniques Joining DataFrames.mp4
137.09 MB
3 - Master Pandas for Data Handling/41 - Pandas Operations Techniques Joining DataFrames.vtt
14.23 KB
3 - Master Pandas for Data Handling/41 - Pandas-Ops-Tech-Join-DF.py
1.23 KB
3 - Master Pandas for Data Handling/42 - Pandas Operations Techniques Merging DataFrames.mp4
313.32 MB
3 - Master Pandas for Data Handling/42 - Pandas Operations Techniques Merging DataFrames.vtt
21.76 KB
3 - Master Pandas for Data Handling/42 - Pandas-Ops-Tech-Merge-dataset.py
1.71 KB
3 - Master Pandas for Data Handling/43 - Pandas Operations Techniques Transpose Pivot Functions.mp4
182.69 MB
3 - Master Pandas for Data Handling/43 - Pandas Operations Techniques Transpose Pivot Functions.vtt
23.41 KB
3 - Master Pandas for Data Handling/43 - Pandas-T-pivot-Dataset.py
1.04 KB
3 - Master Pandas for Data Handling/44 - Pandas Data Preparation I Overview workflow.mp4
63.2 MB
3 - Master Pandas for Data Handling/44 - Pandas Data Preparation I Overview workflow.vtt
6.09 KB
3 - Master Pandas for Data Handling/45 - Pandas Data Preparation II Edit DataFrame labels.mp4
83.05 MB
3 - Master Pandas for Data Handling/45 - Pandas Data Preparation II Edit DataFrame labels.vtt
10.87 KB
3 - Master Pandas for Data Handling/46 - Pandas Data Preparation III Duplicates.mp4
105.32 MB
3 - Master Pandas for Data Handling/46 - Pandas Data Preparation III Duplicates.vtt
14.98 KB
3 - Master Pandas for Data Handling/47 - Pandas Data Preparation IV Missing Data Imputation.mp4
450.7 MB
3 - Master Pandas for Data Handling/47 - Pandas Data Preparation IV Missing Data Imputation.vtt
34.8 KB
3 - Master Pandas for Data Handling/48 - geyser.csv
4.99 KB
3 - Master Pandas for Data Handling/48 - geyser.xlsx
10.71 KB
3 - Master Pandas for Data Handling/48 - Pandas Data Preparation V Data Binnings Extra Video.mp4
200.7 MB
3 - Master Pandas for Data Handling/48 - Pandas Data Preparation V Data Binnings Extra Video.vtt
31.86 KB
3 - Master Pandas for Data Handling/49 - Indicator-Features.py
647 B
3 - Master Pandas for Data Handling/49 - insurance-data.csv
59.83 KB
3 - Master Pandas for Data Handling/49 - Pandas Data Preparation VI Indicator Features Extra Video.mp4
161.46 MB
3 - Master Pandas for Data Handling/49 - Pandas Data Preparation VI Indicator Features Extra Video.vtt
22.46 KB
3 - Master Pandas for Data Handling/50 - Pandas Data Description I Overview.mp4
42.94 MB
3 - Master Pandas for Data Handling/50 - Pandas Data Description I Overview.vtt
3.1 KB
3 - Master Pandas for Data Handling/51 - Pandas Data Description II Sorting and Ranking.mp4
86.33 MB
3 - Master Pandas for Data Handling/51 - Pandas Data Description II Sorting and Ranking.vtt
16.22 KB
3 - Master Pandas for Data Handling/52 - Pandas Data Description III Descriptive Statistics.mp4
147.28 MB
3 - Master Pandas for Data Handling/52 - Pandas Data Description III Descriptive Statistics.vtt
17.33 KB
3 - Master Pandas for Data Handling/53 - Pandas Data Description IV Crosstabulations Groupings.mp4
135.24 MB
3 - Master Pandas for Data Handling/53 - Pandas Data Description IV Crosstabulations Groupings.vtt
19.12 KB
3 - Master Pandas for Data Handling/54 - Pandas Data Visualization I Overview.mp4
22.2 MB
3 - Master Pandas for Data Handling/54 - Pandas Data Visualization I Overview.vtt
3.82 KB
3 - Master Pandas for Data Handling/55 - Pandas Data Visualization II Histograms.mp4
127.49 MB
3 - Master Pandas for Data Handling/55 - Pandas Data Visualization II Histograms.vtt
26.57 KB
3 - Master Pandas for Data Handling/56 - Pandas Data Visualization III Boxplots.mp4
91.22 MB
3 - Master Pandas for Data Handling/56 - Pandas Data Visualization III Boxplots.vtt
19.15 KB
3 - Master Pandas for Data Handling/57 - Pandas Data Visualization IV Scatterplots.mp4
195.58 MB
3 - Master Pandas for Data Handling/57 - Pandas Data Visualization IV Scatterplots.vtt
21.39 KB
3 - Master Pandas for Data Handling/58 - Pandas Data Visualization V Pie Charts.mp4
198.69 MB
3 - Master Pandas for Data Handling/58 - Pandas Data Visualization V Pie Charts.vtt
24.15 KB
3 - Master Pandas for Data Handling/59 - Pandas Data Visualization VI Line plots.mp4
369.31 MB
3 - Master Pandas for Data Handling/59 - Pandas Data Visualization VI Line plots.vtt
25.19 KB
4 - Master Cluster Analysis and Unsupervised Learning/60 - Overview.mp4
379.11 MB
4 - Master Cluster Analysis and Unsupervised Learning/60 - Overview.vtt
23.2 KB
4 - Master Cluster Analysis and Unsupervised Learning/61 - iris.csv
3.34 KB
4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans Cluster Analysis.mp4
407.4 MB
4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans Cluster Analysis.vtt
31.36 KB
4 - Master Cluster Analysis and Unsupervised Learning/61 - KMeans-Cluster-analysis.py
6.01 KB
4 - Master Cluster Analysis and Unsupervised Learning/62 - AU-KMeans-Cluster-Analysis-Simulation.py
18.29 KB
4 - Master Cluster Analysis and Unsupervised Learning/62 - Autoupdated KMeans Cluster Analysis introduction and simulation.mp4
682.34 MB
4 - Master Cluster Analysis and Unsupervised Learning/62 - Autoupdated KMeans Cluster Analysis introduction and simulation.vtt
53.06 KB
4 - Master Cluster Analysis and Unsupervised Learning/62 - penguins.csv
16.23 KB
4 - Master Cluster Analysis and Unsupervised Learning/63 - DBscan.py
8.12 KB
4 - Master Cluster Analysis and Unsupervised Learning/63 - DensityBased Spatial Clustering of Applications with Noise DBSCAN.mp4
377.99 MB
4 - Master Cluster Analysis and Unsupervised Learning/63 - DensityBased Spatial Clustering of Applications with Noise DBSCAN.vtt
34.82 KB
4 - Master Cluster Analysis and Unsupervised Learning/64 - agglo-clustering.py
5.32 KB
4 - Master Cluster Analysis and Unsupervised Learning/64 - Four Hierarchical Clustering algorithms.mp4
230.51 MB
4 - Master Cluster Analysis and Unsupervised Learning/64 - Four Hierarchical Clustering algorithms.vtt
20.75 KB