Udemy - Complete Python & Data Science Course for Absolute Beginners
大小
10.74 GB
文件数
394
Info Hash:
A406D2D68FE3B3AE081B10CE35CCFA06B92DAC5B
收录时间
2025-12-20 23:00:15
更新时间
2025-12-21 13:41:13
文件列表 (394)
001 Introduction.mp4
36.23 MB
001 Introduction_en.srt
7.32 KB
002 Intro To Python.mp4
40.4 MB
002 Intro To Python_en.srt
8.12 KB
003 Variables.mp4
108.02 MB
003 Variables_en.srt
31.55 KB
004 Type Conversion Examples.mp4
63.79 MB
004 Type Conversion Examples_en.srt
17.17 KB
005 Operators.mp4
46.46 MB
005 Operators_en.srt
10.69 KB
006 Operators Examples.mp4
126.57 MB
006 Operators Examples_en.srt
34.51 KB
007 Collections.mp4
51.61 MB
007 Collections_en.srt
13.36 KB
008 Lists_en.srt
19.28 KB
009 Multidimensional List Examples.mp4
47.68 MB
009 Multidimensional List Examples_en.srt
13.12 KB
010 Tuples Examples.mp4
56.36 MB
010 Tuples Examples_en.srt
14.21 KB
011 Dictionaries Examples.mp4
90.91 MB
011 Dictionaries Examples_en.srt
23.76 KB
012 Ranges Examples.mp4
57.6 MB
012 Ranges Examples_en.srt
14.17 KB
013 Conditionals.mp4
46.77 MB
013 Conditionals_en.srt
10.29 KB
014 If Statement Examples.mp4
56.84 MB
014 If Statement Examples_en.srt
17.52 KB
015 If Statement Variants Examples.mp4
73.77 MB
015 If Statement Variants Examples_en.srt
18.38 KB
016 Loops_en.srt
11.17 KB
017 While Loops Examples.mp4
65.87 MB
017 While Loops Examples_en.srt
18.65 KB
018 For Loops Examples.mp4
72.16 MB
018 For Loops Examples_en.srt
17.95 KB
019 Functions.mp4
54.59 MB
019 Functions_en.srt
12.51 KB
020 Functions Examples.mp4
51.34 MB
020 Functions Examples_en.srt
15.32 KB
021 Parameters And Return Values Examples.mp4
82.3 MB
021 Parameters And Return Values Examples_en.srt
22.68 KB
022 Classes and Objects.mp4
78.5 MB
022 Classes and Objects_en.srt
16.95 KB
023 Classes Example.mp4
78.8 MB
023 Classes Example_en.srt
22.38 KB
024 Objects Examples.mp4
86.43 MB
024 Objects Examples_en.srt
16.68 KB
025 Inheritance Examples.mp4
133.38 MB
025 Inheritance Examples_en.srt
28.32 KB
026 Static Members Example.mp4
83.23 MB
026 Static Members Example_en.srt
16.99 KB
027 Summary and Outro.mp4
29.29 MB
027 Summary and Outro_en.srt
6.13 KB
028 Python-Language-Basics.zip
102.21 KB
028 Source Code.html
27 B
029 00. Course Intro.mp4
35.01 MB
029 00. Course Intro_en.srt
8.26 KB
030 01. Intro To Pyplot.mp4
35.12 MB
030 01. Intro To Pyplot_en.srt
7.1 KB
031 02. Installing Matplotlib.mp4
35.71 MB
031 02. Installing Matplotlib_en.srt
8.89 KB
032 03. Basic Line Plot.mp4
58.3 MB
032 03. Basic Line Plot_en.srt
12.59 KB
033 04. Customizing Graphs.mp4
85.06 MB
033 04. Customizing Graphs_en.srt
17.65 KB
034 05. Plotting Multiple Datasets.mp4
70.29 MB
034 05. Plotting Multiple Datasets_en.srt
13.14 KB
035 06. Bar Chart.mp4
46.01 MB
035 06. Bar Chart_en.srt
10.35 KB
036 07. Pie Chart.mp4
61.22 MB
036 07. Pie Chart_en.srt
13.97 KB
037 08. Histogram.mp4
65.01 MB
037 08. Histogram_en.srt
15.8 KB
038 09. 3D Plotting.mp4
51.39 MB
038 09. 3D Plotting_en.srt
9.41 KB
039 10. Course Outro.mp4
26.5 MB
039 10. Course Outro_en.srt
5.94 KB
040 Pyplot-Code.zip
271.7 KB
040 Source Code.html
27 B
041 00. Panda Course Introduction.mp4
39.47 MB
041 00. Panda Course Introduction_en.srt
8.61 KB
042 01. Intro To Pandas.mp4
50.33 MB
042 01. Intro To Pandas_en.srt
11.67 KB
043 02. Installing Pandas.mp4
35.62 MB
043 02. Installing Pandas_en.srt
8.71 KB
044 03. Creating Pandas Series.mp4
123.1 MB
044 03. Creating Pandas Series_en.srt
33.64 KB
045 04. Date Ranges.mp4
63.5 MB
045 04. Date Ranges_en.srt
18.34 KB
046 05. Getting Elements From Series.mp4
102.44 MB
046 05. Getting Elements From Series_en.srt
31.17 KB
047 06. Getting Properties Of Series.mp4
70.72 MB
047 06. Getting Properties Of Series_en.srt
21.01 KB
048 07. Modifying Series.mp4
103.27 MB
048 07. Modifying Series_en.srt
29.4 KB
049 08. Operations On Series.mp4
65.1 MB
049 08. Operations On Series_en.srt
19.24 KB
050 09. Creating Pandas Dataframes.mp4
140.11 MB
050 09. Creating Pandas Dataframes_en.srt
36.32 KB
051 10. Getting Elements From Dataframes.mp4
140.82 MB
051 10. Getting Elements From Dataframes_en.srt
40.77 KB
052 11. Getting Properties From Dataframes.mp4
111.67 MB
052 11. Getting Properties From Dataframes_en.srt
29.16 KB
053 12. Dataframe Modification.mp4
240.74 MB
053 12. Dataframe Modification_en.srt
58.41 KB
054 13. Dataframe Operations.mp4
119.06 MB
054 13. Dataframe Operations_en.srt
33.66 KB
055 14 Dataframe Comparisons And Iteration.mp4
92.99 MB
055 14 Dataframe Comparisons And Iteration_en.srt
25.54 KB
056 15. Reading CSVs.mp4
79.86 MB
056 15. Reading CSVs_en.srt
19.62 KB
057 16.summary And Outro.mp4
32.62 MB
057 16.summary And Outro_en.srt
6.13 KB
058 Source Files.html
27 B
058 Source-Files.zip
74.24 KB
059 Introduction to Data Mining.mp4
78.62 MB
059 Introduction to Data Mining_en.srt
13.34 KB
060 Project Files - Data Mining with Mammoth Interactive.html
27 B
060 Project-Files-Data-Mining-with-Mammoth-Interactive.zip
533.93 KB
061 Data Wrangling Demystified.mp4
576.29 MB
061 Data Wrangling Demystified_en.srt
84.94 KB
062 Project Files - Data Wrangling with Mammoth Interactive.html
27 B
062 Project-Files-Data-Wrangling-with-Mammoth-Interactive.zip
804.95 KB
063 01. Cluster Analysis.mp4
232.15 MB
063 01. Cluster Analysis_en.srt
24.22 KB
064 02. Classification and Regression.mp4
301.49 MB
064 02. Classification and Regression_en.srt
45.48 KB
065 03. Association and Correlation.mp4
124.1 MB
065 03. Association and Correlation_en.srt
16.05 KB
066 04. Dimensionality Reduction.mp4
271.85 MB
066 04. Dimensionality Reduction_en.srt
34.21 KB
067 Project Files - Data Mining fundamentals with Mammoth Interactive.html
27 B
067 Project-Files-Data-Mining-fundamentals-with-Mammoth-Interactive.zip
533.93 KB
068 01. Apache Spark - An Overview Of The Framework.mp4
227.92 MB
068 01. Apache Spark - An Overview Of The Framework_en.srt
39.55 KB
069 02. Spark Key Functions.mp4
193.57 MB
069 02. Spark Key Functions_en.srt
28.37 KB
070 03. Spark Machine Learning.mp4
91.07 MB
070 03. Spark Machine Learning_en.srt
9.55 KB
071 04. EXAMPLES - Using The Machine Learning Pipeline.mp4
72.51 MB
071 04. EXAMPLES - Using The Machine Learning Pipeline_en.srt
8.11 KB
072 Project Files - Frameworks with Mammoth Interactive.html
27 B
072 Project-Files-Frameworks-with-Mammoth-Interactive.zip
122.62 KB
073 01. Text Mining.mp4
160.72 MB
073 01. Text Mining_en.srt
20.57 KB
074 02. Network Mining.mp4
106.57 MB
074 02. Network Mining_en.srt
13.27 KB
075 03. Matrix.mp4
67.34 MB
075 03. Matrix_en.srt
9.87 KB
076 04. SQL.mp4
127.47 MB
076 04. SQL_en.srt
17.97 KB
077 Mining and Storing with Mammoth Interactive.html
27 B
077 Mining-and-Storing-with-Mammoth-Interactive.zip
755.79 KB
078 01 NLP Data Cleaning.mp4
76.73 MB
078 01 NLP Data Cleaning_en.srt
9.4 KB
079 02. Count Vectorizer.mp4
77.95 MB
079 02. Count Vectorizer_en.srt
11.68 KB
080 03. NLP Example with Spam.mp4
98.46 MB
080 03. NLP Example with Spam_en.srt
14.16 KB
081 04. Tweak Model with Spam Data.mp4
61.95 MB
081 04. Tweak Model with Spam Data_en.srt
7.27 KB
082 05. Pipeline with Spam Data.mp4
49.69 MB
082 05. Pipeline with Spam Data_en.srt
6.16 KB
083 Project Files - NLP with Mammoth Interactive.html
27 B
083 Project-Files-NLP-with-Mammoth-Interactive.zip
211.04 KB
084 06. Conclusion and Challenge.mp4
60.68 MB
084 06. Conclusion and Challenge_en.srt
5.95 KB
085 07 Conclusion Files - Mammoth Interactive.html
27 B
085 07-Conclusion-Files-Mammoth-Interactive.zip
758 B
086 00 Project Preview.mp4
26.26 MB
086 00 Project Preview_en.srt
3.22 KB
087 01 What Is Apache Spark.mp4
13.46 MB
087 01 What Is Apache Spark_en.srt
3.2 KB
088 02 What Are Resilient Distributed Datasets.mp4
7.43 MB
088 02 What Are Resilient Distributed Datasets_en.srt
1.38 KB
089 03A What Is A Dataframe.mp4
8.63 MB
089 03A What Is A Dataframe_en.srt
2.21 KB
090 03B What You'll Need.mp4
8.64 MB
090 03B What You'll Need_en.srt
2.21 KB
091 Source Files.html
27 B
091 Source-Files.zip
2.95 MB
092 04 Start A Spark Session.mp4
23.55 MB
092 04 Start A Spark Session_en.srt
5.07 KB
093 05 Load Data As A CSV.mp4
41.08 MB
093 05 Load Data As A CSV_en.srt
7.63 KB
094 06 Perform Basic Dataframe Operations.mp4
32.18 MB
094 06 Perform Basic Dataframe Operations_en.srt
5.16 KB
095 07 Format Dataframe Table.mp4
38.95 MB
095 07 Format Dataframe Table_en.srt
6.22 KB
096 08 Perform Dataframe Math Operations.mp4
62.75 MB
096 08 Perform Dataframe Math Operations_en.srt
8.87 KB
097 09 Perform Dataframe Queries.mp4
87.99 MB
097 09 Perform Dataframe Queries_en.srt
17.8 KB
098 10 Build SQL Queries With Spark.mp4
44.19 MB
098 10 Build SQL Queries With Spark_en.srt
8.42 KB
099 Source Files.html
27 B
099 Source-Files.zip
59.33 KB
100 00 Project Preview.mp4
19.82 MB
100 00 Project Preview_en.srt
4.85 KB
101 01 Convert Csv File To A Python List.mp4
95.68 MB
101 01 Convert Csv File To A Python List_en.srt
17.81 KB
102 02 Tokenize Text Data.mp4
168.6 MB
102 02 Tokenize Text Data_en.srt
31.58 KB
103 03 Find Most Popular Lemmatized Words.mp4
92.61 MB
103 03 Find Most Popular Lemmatized Words_en.srt
14.75 KB
104 04 Build Dataframes Per Part Of Speech.mp4
34.01 MB
104 04 Build Dataframes Per Part Of Speech_en.srt
4.8 KB
105 05 Plot Word Frequency.mp4
58.06 MB
105 05 Plot Word Frequency_en.srt
11.74 KB
106 Source Files.html
27 B
106 Source-Files.zip
11.31 KB
107 00 Project Preview.mp4
16.89 MB
107 00 Project Preview_en.srt
5.86 KB
108 01 Load A Dataset.mp4
71.53 MB
108 01 Load A Dataset_en.srt
12.95 KB
109 02 Analyze The Main Feature.mp4
15.95 MB
109 02 Analyze The Main Feature_en.srt
3.83 KB
110 03 Analyze Numerical Features.mp4
59.18 MB
110 03 Analyze Numerical Features_en.srt
10.49 KB
111 04 Analyze Categorical Features.mp4
54.34 MB
111 04 Analyze Categorical Features_en.srt
13.84 KB
112 Source Files.html
27 B
112 Source-Files.zip
193.04 KB
113 01 Find Relationships Between Numerical Features.mp4
68.93 MB
113 01 Find Relationships Between Numerical Features_en.srt
17.14 KB
114 02 Find Relationships Between Categorical Features.mp4
49.22 MB
114 02 Find Relationships Between Categorical Features_en.srt
10.84 KB
115 03 Build Conditional Plots.mp4
48.51 MB
115 03 Build Conditional Plots_en.srt
10.11 KB
116 Source Files.html
27 B
116 Source-Files.zip
3.94 KB
117 00 Course Overview.mp4
7.96 MB
117 00 Course Overview_en.srt
2.41 KB
118 01 What You'll Need.mp4
13.53 MB
118 01 What You'll Need_en.srt
3.65 KB
119 Source files.html
27 B
119 Source-files.zip
1.72 MB
120 01 Why You Must Know How To Work With Data.mp4
15.59 MB
120 01 Why You Must Know How To Work With Data_en.srt
6.73 KB
121 Source files.html
27 B
121 Source-Files.zip
1.64 MB
122 01 How To Read An ER Model.mp4
13.99 MB
122 01 How To Read An ER Model_en.srt
6.46 KB
123 Source files.html
27 B
123 Source-Files.zip
570.4 KB
124 01 What Is A Database.mp4
21.56 MB
124 01 What Is A Database_en.srt
9.43 KB
125 02 What Is A Relational Database.mp4
13.28 MB
125 02 What Is A Relational Database_en.srt
4.96 KB
126 Source files.html
27 B
126 Source-Files.zip
1.64 MB
127 01 How To Design Columns And Data Types.mp4
9.19 MB
127 01 How To Design Columns And Data Types_en.srt
3.64 KB
128 02 Use Normal Forms To Check Your Design.mp4
27.01 MB
128 02 Use Normal Forms To Check Your Design_en.srt
8.57 KB
129 Source files.html
27 B
129 Source-files.zip
1.81 MB
130 01 Build A SQLite Database With Python.mp4
34.35 MB
130 01 Build A SQLite Database With Python_en.srt
8.75 KB
131 02 Add An Entry To The Table With SQL.mp4
33.01 MB
131 02 Add An Entry To The Table With SQL_en.srt
7.37 KB
132 03 Add More Records To The Table.mp4
34.96 MB
132 03 Add More Records To The Table_en.srt
7.04 KB
133 04 Build A Second Table For Cross-Referencing.mp4
75.5 MB
133 04 Build A Second Table For Cross-Referencing_en.srt
12.81 KB
134 05 Select Rows That Meet Conditions.mp4
46.88 MB
134 05 Select Rows That Meet Conditions_en.srt
7.94 KB
135 Source files.html
27 B
135 Source-files.zip
11.75 KB
136 Course Overview.mp4
8.95 MB
136 Course Overview_en.srt
5.27 KB
137 01 Load And Create Data.mp4
66.55 MB
137 01 Load And Create Data_en.srt
13.01 KB
138 02 Perform Exploratory Data Analysis.mp4
27.24 MB
138 02 Perform Exploratory Data Analysis_en.srt
4.58 KB
139 03 Visualize Data With Different Plots.mp4
57.55 MB
139 03 Visualize Data With Different Plots_en.srt
14.77 KB
140 04 Analyze Features With More Plots.mp4
35.07 MB
140 04 Analyze Features With More Plots_en.srt
8.46 KB
141 05 Build Plots With Seaborn.mp4
35.42 MB
141 05 Build Plots With Seaborn_en.srt
6.51 KB
142 06 Build A Bokeh Plot.mp4
37.34 MB
142 06 Build A Bokeh Plot_en.srt
7.95 KB
143 07 Build A 3D Scatter Plot.mp4
20.07 MB
143 07 Build A 3D Scatter Plot_en.srt
4.65 KB
144 08 Rank Feature Importance.mp4
39.64 MB
144 08 Rank Feature Importance_en.srt
9.97 KB
145 09 Compare Positive And Negative Returns.mp4
35.48 MB
145 09 Compare Positive And Negative Returns_en.srt
9.97 KB
146 Source Files.html
27 B
146 Source-Files.zip
10.19 KB
147 00 Project Preview.mp4
10.9 MB
147 00 Project Preview_en.srt
4.35 KB
148 01 Load Crypto Prices Dataset.mp4
59.82 MB
148 01 Load Crypto Prices Dataset_en.srt
13.75 KB
149 02 Visualize Bitcoin Price Trend.mp4
23.35 MB
149 02 Visualize Bitcoin Price Trend_en.srt
6.1 KB
150 03 Predict Price With Facebook Prophet.mp4
39.19 MB
150 03 Predict Price With Facebook Prophet_en.srt
8.13 KB
151 04 Analyze Model Performance.mp4
74.87 MB
151 04 Analyze Model Performance_en.srt
10.88 KB
152 05 Visualize Model Results.mp4
26.64 MB
152 05 Visualize Model Results_en.srt
4.49 KB
153 06 Predict Monthly Trend.mp4
62.1 MB
153 06 Predict Monthly Trend_en.srt
11.98 KB
154 07 Predict Weekly Trend.mp4
36.9 MB
154 07 Predict Weekly Trend_en.srt
7.38 KB
155 08 Compare Final Stock Price Of Different Strategies.mp4
42.98 MB
155 08 Compare Final Stock Price Of Different Strategies_en.srt
8.79 KB
156 09-Source-Files.zip
24.87 KB
156 Source Files.html
27 B
157 00 Project Preview.mp4
12.71 MB
157 00 Project Preview_en.srt
4.46 KB
158 01 Fetch Stock Data.mp4
57.59 MB
158 01 Fetch Stock Data_en.srt
12.72 KB
159 02 Visualize Stock Data Features.mp4
47.77 MB
159 02 Visualize Stock Data Features_en.srt
9.56 KB
160 03 Calculate Daily Return.mp4
24.09 MB
160 03 Calculate Daily Return_en.srt
4.96 KB
161 04 Compare Returns Of Different Stocks.mp4
73.48 MB
161 04 Compare Returns Of Different Stocks_en.srt
14.87 KB
162 05 Compare Closing Prices.mp4
56.03 MB
162 05 Compare Closing Prices_en.srt
11.48 KB
163 Source Files.html
27 B
163 Source-Files.zip
3.95 KB
164 01 Visualize Standard Deviation And Expected Returns.mp4
26.74 MB
164 01 Visualize Standard Deviation And Expected Returns_en.srt
6.63 KB
165 02 Calculate Value At Risk.mp4
21.08 MB
165 02 Calculate Value At Risk_en.srt
4.73 KB
166 03 Monte Carlo Analysis To Estimate Risk.mp4
52.01 MB
166 03 Monte Carlo Analysis To Estimate Risk_en.srt
11.3 KB
167 04 Visualize Price Distribution.mp4
60.41 MB
167 04 Visualize Price Distribution_en.srt
11.08 KB
168 Source Files.html
27 B
168 Source-Files.zip
5.94 KB
169 00 What Is Web Scraping.mp4
21.98 MB
169 00 What Is Web Scraping_en.srt
8.29 KB
170 01 What You'll Need.mp4
7.49 MB
170 01 What You'll Need_en.srt
2.07 KB
171 Source Files.html
27 B
171 Source-Files.zip
1.42 MB
172 02 Build An HTML Webpage To Scrape.mp4
84.26 MB
172 02 Build An HTML Webpage To Scrape_en.srt
17.55 KB
173 03 Select Data Structures From A Webpage.mp4
34.93 MB
173 03 Select Data Structures From A Webpage_en.srt
7.15 KB
174 04 Extract URLs And Text.mp4
38.75 MB
174 04 Extract URLs And Text_en.srt
7.09 KB
175 05 Work With Tags.mp4
38.63 MB
175 05 Work With Tags_en.srt
9.17 KB
176 06 Work With Attributes.mp4
23.85 MB
176 06 Work With Attributes_en.srt
6.28 KB
177 07 Add Navigation To A String.mp4
24.29 MB
177 07 Add Navigation To A String_en.srt
6.57 KB
178 08 Navigate HTML Contents.mp4
61.44 MB
178 08 Navigate HTML Contents_en.srt
8.45 KB
179 09 Find All Filter.mp4
32.42 MB
179 09 Find All Filter_en.srt
5.77 KB
180 Source Files.html
27 B
180 Source-Files.zip
6.76 KB
181 01 Project Preview.mp4
9.38 MB
181 01 Project Preview_en.srt
2.08 KB
182 02 What Is Plotly And Dash.mp4
18.69 MB
182 02 What Is Plotly And Dash_en.srt
5.03 KB
183 03 What You'll Need.mp4
10.75 MB
183 03 What You'll Need_en.srt
2.96 KB
184 Source Files.html
27 B
184 Source-Files.zip
1.99 MB
185 01 Build A Dash App.mp4
98.92 MB
185 01 Build A Dash App_en.srt
15.53 KB
186 02 Build A Graph In The Dash App.mp4
77.88 MB
186 02 Build A Graph In The Dash App_en.srt
13.82 KB
187 Source Files.html
27 B
187 Source-Files.zip
1.36 KB
188 01 Load Data From Vega Datasets.mp4
33.49 MB
188 01 Load Data From Vega Datasets_en.srt
6.63 KB
189 02 Build The Layout.mp4
55.74 MB
189 02 Build The Layout_en.srt
12.69 KB
190 03 Build A Chart With Altair.mp4
71.97 MB
190 03 Build A Chart With Altair_en.srt
14.61 KB
191 Source Files.html
27 B
191 Source-Files.zip
2.4 KB
192 01 Project Preview.mp4
15.63 MB
192 01 Project Preview_en.srt
4.38 KB
193 01 Build A Dataset.mp4
141.13 MB
193 01 Build A Dataset_en.srt
32.87 KB
194 02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y.mp4
64.77 MB
194 02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y_en.srt
13.98 KB
195 03 Compute Support And Confidence For All Channels.mp4
92.1 MB
195 03 Compute Support And Confidence For All Channels_en.srt
19.29 KB
196 04 Determine Which Videos Are Best To Recommend.mp4
67.8 MB
196 04 Determine Which Videos Are Best To Recommend_en.srt
14.55 KB
197 Source Files.html
27 B
197 Source-Files.zip
5.4 KB