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Udemy - Complete Python & Data Science Course for Absolute Beginners

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File Name
Size
001 Introduction.mp4
36 MB
001 Introduction_en.srt
7.3 kB
002 Intro To Python.mp4
40 MB
002 Intro To Python_en.srt
8.1 kB
003 Variables.mp4
108 MB
003 Variables_en.srt
32 kB
004 Type Conversion Examples.mp4
64 MB
004 Type Conversion Examples_en.srt
17 kB
005 Operators.mp4
46 MB
005 Operators_en.srt
11 kB
006 Operators Examples.mp4
127 MB
006 Operators Examples_en.srt
34 kB
007 Collections.mp4
52 MB
007 Collections_en.srt
13 kB
008 Lists.mp4
73 MB
008 Lists_en.srt
19 kB
009 Multidimensional List Examples.mp4
48 MB
009 Multidimensional List Examples_en.srt
13 kB
010 Tuples Examples.mp4
56 MB
010 Tuples Examples_en.srt
14 kB
011 Dictionaries Examples.mp4
91 MB
011 Dictionaries Examples_en.srt
24 kB
012 Ranges Examples.mp4
58 MB
012 Ranges Examples_en.srt
14 kB
013 Conditionals.mp4
47 MB
013 Conditionals_en.srt
10 kB
014 If Statement Examples.mp4
57 MB
014 If Statement Examples_en.srt
18 kB
015 If Statement Variants Examples.mp4
74 MB
015 If Statement Variants Examples_en.srt
18 kB
016 Loops.mp4
50 MB
016 Loops_en.srt
11 kB
017 While Loops Examples.mp4
66 MB
017 While Loops Examples_en.srt
19 kB
018 For Loops Examples.mp4
72 MB
018 For Loops Examples_en.srt
18 kB
019 Functions.mp4
55 MB
019 Functions_en.srt
12 kB
020 Functions Examples.mp4
51 MB
020 Functions Examples_en.srt
15 kB
021 Parameters And Return Values Examples.mp4
82 MB
021 Parameters And Return Values Examples_en.srt
23 kB
022 Classes and Objects.mp4
78 MB
022 Classes and Objects_en.srt
17 kB
023 Classes Example.mp4
79 MB
023 Classes Example_en.srt
22 kB
024 Objects Examples.mp4
86 MB
024 Objects Examples_en.srt
17 kB
025 Inheritance Examples.mp4
133 MB
025 Inheritance Examples_en.srt
28 kB
026 Static Members Example.mp4
83 MB
026 Static Members Example_en.srt
17 kB
027 Summary and Outro.mp4
29 MB
027 Summary and Outro_en.srt
6.1 kB
028 Python-Language-Basics.zip
102 kB
028 Source Code.html
27 B
029 00. Course Intro.mp4
35 MB
029 00. Course Intro_en.srt
8.3 kB
030 01. Intro To Pyplot.mp4
35 MB
030 01. Intro To Pyplot_en.srt
7.1 kB
031 02. Installing Matplotlib.mp4
36 MB
031 02. Installing Matplotlib_en.srt
8.9 kB
032 03. Basic Line Plot.mp4
58 MB
032 03. Basic Line Plot_en.srt
13 kB
033 04. Customizing Graphs.mp4
85 MB
033 04. Customizing Graphs_en.srt
18 kB
034 05. Plotting Multiple Datasets.mp4
70 MB
034 05. Plotting Multiple Datasets_en.srt
13 kB
035 06. Bar Chart.mp4
46 MB
035 06. Bar Chart_en.srt
10 kB
036 07. Pie Chart.mp4
61 MB
036 07. Pie Chart_en.srt
14 kB
037 08. Histogram.mp4
65 MB
037 08. Histogram_en.srt
16 kB
038 09. 3D Plotting.mp4
51 MB
038 09. 3D Plotting_en.srt
9.4 kB
039 10. Course Outro.mp4
26 MB
039 10. Course Outro_en.srt
5.9 kB
040 Pyplot-Code.zip
272 kB
040 Source Code.html
27 B
041 00. Panda Course Introduction.mp4
40 MB
041 00. Panda Course Introduction_en.srt
8.6 kB
042 01. Intro To Pandas.mp4
50 MB
042 01. Intro To Pandas_en.srt
12 kB
043 02. Installing Pandas.mp4
36 MB
043 02. Installing Pandas_en.srt
8.7 kB
044 03. Creating Pandas Series.mp4
123 MB
044 03. Creating Pandas Series_en.srt
34 kB
045 04. Date Ranges.mp4
64 MB
045 04. Date Ranges_en.srt
18 kB
046 05. Getting Elements From Series.mp4
102 MB
046 05. Getting Elements From Series_en.srt
31 kB
047 06. Getting Properties Of Series.mp4
71 MB
047 06. Getting Properties Of Series_en.srt
21 kB
048 07. Modifying Series.mp4
103 MB
048 07. Modifying Series_en.srt
29 kB
049 08. Operations On Series.mp4
65 MB
049 08. Operations On Series_en.srt
19 kB
050 09. Creating Pandas Dataframes.mp4
140 MB
050 09. Creating Pandas Dataframes_en.srt
36 kB
051 10. Getting Elements From Dataframes.mp4
141 MB
051 10. Getting Elements From Dataframes_en.srt
41 kB
052 11. Getting Properties From Dataframes.mp4
112 MB
052 11. Getting Properties From Dataframes_en.srt
29 kB
053 12. Dataframe Modification.mp4
241 MB
053 12. Dataframe Modification_en.srt
58 kB
054 13. Dataframe Operations.mp4
119 MB
054 13. Dataframe Operations_en.srt
34 kB
055 14 Dataframe Comparisons And Iteration.mp4
93 MB
055 14 Dataframe Comparisons And Iteration_en.srt
26 kB
056 15. Reading CSVs.mp4
80 MB
056 15. Reading CSVs_en.srt
20 kB
057 16.summary And Outro.mp4
33 MB
057 16.summary And Outro_en.srt
6.1 kB
058 Source Files.html
27 B
058 Source-Files.zip
74 kB
059 Introduction to Data Mining.mp4
79 MB
059 Introduction to Data Mining_en.srt
13 kB
060 Project Files - Data Mining with Mammoth Interactive.html
27 B
060 Project-Files-Data-Mining-with-Mammoth-Interactive.zip
534 kB
061 Data Wrangling Demystified.mp4
576 MB
061 Data Wrangling Demystified_en.srt
85 kB
062 Project Files - Data Wrangling with Mammoth Interactive.html
27 B
062 Project-Files-Data-Wrangling-with-Mammoth-Interactive.zip
805 kB
063 01. Cluster Analysis.mp4
232 MB
063 01. Cluster Analysis_en.srt
24 kB
064 02. Classification and Regression.mp4
302 MB
064 02. Classification and Regression_en.srt
46 kB
065 03. Association and Correlation.mp4
124 MB
065 03. Association and Correlation_en.srt
16 kB
066 04. Dimensionality Reduction.mp4
272 MB
066 04. Dimensionality Reduction_en.srt
34 kB
067 Project Files - Data Mining fundamentals with Mammoth Interactive.html
27 B
067 Project-Files-Data-Mining-fundamentals-with-Mammoth-Interactive.zip
534 kB
068 01. Apache Spark - An Overview Of The Framework.mp4
228 MB
068 01. Apache Spark - An Overview Of The Framework_en.srt
40 kB
069 02. Spark Key Functions.mp4
194 MB
069 02. Spark Key Functions_en.srt
28 kB
070 03. Spark Machine Learning.mp4
91 MB
070 03. Spark Machine Learning_en.srt
9.6 kB
071 04. EXAMPLES - Using The Machine Learning Pipeline.mp4
72 MB
071 04. EXAMPLES - Using The Machine Learning Pipeline_en.srt
8.1 kB
072 Project Files - Frameworks with Mammoth Interactive.html
27 B
072 Project-Files-Frameworks-with-Mammoth-Interactive.zip
123 kB
073 01. Text Mining.mp4
161 MB
073 01. Text Mining_en.srt
21 kB
074 02. Network Mining.mp4
107 MB
074 02. Network Mining_en.srt
13 kB
075 03. Matrix.mp4
67 MB
075 03. Matrix_en.srt
9.9 kB
076 04. SQL.mp4
128 MB
076 04. SQL_en.srt
18 kB
077 Mining and Storing with Mammoth Interactive.html
27 B
077 Mining-and-Storing-with-Mammoth-Interactive.zip
756 kB
078 01 NLP Data Cleaning.mp4
77 MB
078 01 NLP Data Cleaning_en.srt
9.4 kB
079 02. Count Vectorizer.mp4
78 MB
079 02. Count Vectorizer_en.srt
12 kB
080 03. NLP Example with Spam.mp4
98 MB
080 03. NLP Example with Spam_en.srt
14 kB
081 04. Tweak Model with Spam Data.mp4
62 MB
081 04. Tweak Model with Spam Data_en.srt
7.3 kB
082 05. Pipeline with Spam Data.mp4
50 MB
082 05. Pipeline with Spam Data_en.srt
6.2 kB
083 Project Files - NLP with Mammoth Interactive.html
27 B
083 Project-Files-NLP-with-Mammoth-Interactive.zip
211 kB
084 06. Conclusion and Challenge.mp4
61 MB
084 06. Conclusion and Challenge_en.srt
5.9 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 MB
086 00 Project Preview_en.srt
3.2 kB
087 01 What Is Apache Spark.mp4
14 MB
087 01 What Is Apache Spark_en.srt
3.2 kB
088 02 What Are Resilient Distributed Datasets.mp4
7.4 MB
088 02 What Are Resilient Distributed Datasets_en.srt
1.4 kB
089 03A What Is A Dataframe.mp4
8.6 MB
089 03A What Is A Dataframe_en.srt
2.2 kB
090 03B What You'll Need.mp4
8.6 MB
090 03B What You'll Need_en.srt
2.2 kB
091 Source Files.html
27 B
091 Source-Files.zip
3.0 MB
092 04 Start A Spark Session.mp4
24 MB
092 04 Start A Spark Session_en.srt
5.1 kB
093 05 Load Data As A CSV.mp4
41 MB
093 05 Load Data As A CSV_en.srt
7.6 kB
094 06 Perform Basic Dataframe Operations.mp4
32 MB
094 06 Perform Basic Dataframe Operations_en.srt
5.2 kB
095 07 Format Dataframe Table.mp4
39 MB
095 07 Format Dataframe Table_en.srt
6.2 kB
096 08 Perform Dataframe Math Operations.mp4
63 MB
096 08 Perform Dataframe Math Operations_en.srt
8.9 kB
097 09 Perform Dataframe Queries.mp4
88 MB
097 09 Perform Dataframe Queries_en.srt
18 kB
098 10 Build SQL Queries With Spark.mp4
44 MB
098 10 Build SQL Queries With Spark_en.srt
8.4 kB
099 Source Files.html
27 B
099 Source-Files.zip
59 kB
100 00 Project Preview.mp4
20 MB
100 00 Project Preview_en.srt
4.9 kB
101 01 Convert Csv File To A Python List.mp4
96 MB
101 01 Convert Csv File To A Python List_en.srt
18 kB
102 02 Tokenize Text Data.mp4
169 MB
102 02 Tokenize Text Data_en.srt
32 kB
103 03 Find Most Popular Lemmatized Words.mp4
93 MB
103 03 Find Most Popular Lemmatized Words_en.srt
15 kB
104 04 Build Dataframes Per Part Of Speech.mp4
34 MB
104 04 Build Dataframes Per Part Of Speech_en.srt
4.8 kB
105 05 Plot Word Frequency.mp4
58 MB
105 05 Plot Word Frequency_en.srt
12 kB
106 Source Files.html
27 B
106 Source-Files.zip
11 kB
107 00 Project Preview.mp4
17 MB
107 00 Project Preview_en.srt
5.9 kB
108 01 Load A Dataset.mp4
72 MB
108 01 Load A Dataset_en.srt
13 kB
109 02 Analyze The Main Feature.mp4
16 MB
109 02 Analyze The Main Feature_en.srt
3.8 kB
110 03 Analyze Numerical Features.mp4
59 MB
110 03 Analyze Numerical Features_en.srt
10 kB
111 04 Analyze Categorical Features.mp4
54 MB
111 04 Analyze Categorical Features_en.srt
14 kB
112 Source Files.html
27 B
112 Source-Files.zip
193 kB
113 01 Find Relationships Between Numerical Features.mp4
69 MB
113 01 Find Relationships Between Numerical Features_en.srt
17 kB
114 02 Find Relationships Between Categorical Features.mp4
49 MB
114 02 Find Relationships Between Categorical Features_en.srt
11 kB
115 03 Build Conditional Plots.mp4
48 MB
115 03 Build Conditional Plots_en.srt
10 kB
116 Source Files.html
27 B
116 Source-Files.zip
3.9 kB
117 00 Course Overview.mp4
8.0 MB
117 00 Course Overview_en.srt
2.4 kB
118 01 What You'll Need.mp4
14 MB
118 01 What You'll Need_en.srt
3.6 kB
119 Source files.html
27 B
119 Source-files.zip
1.7 MB
120 01 Why You Must Know How To Work With Data.mp4
16 MB
120 01 Why You Must Know How To Work With Data_en.srt
6.7 kB
121 Source files.html
27 B
121 Source-Files.zip
1.6 MB
122 01 How To Read An ER Model.mp4
14 MB
122 01 How To Read An ER Model_en.srt
6.5 kB
123 Source files.html
27 B
123 Source-Files.zip
570 kB
124 01 What Is A Database.mp4
22 MB
124 01 What Is A Database_en.srt
9.4 kB
125 02 What Is A Relational Database.mp4
13 MB
125 02 What Is A Relational Database_en.srt
5.0 kB
126 Source files.html
27 B
126 Source-Files.zip
1.6 MB
127 01 How To Design Columns And Data Types.mp4
9.2 MB
127 01 How To Design Columns And Data Types_en.srt
3.6 kB
128 02 Use Normal Forms To Check Your Design.mp4
27 MB
128 02 Use Normal Forms To Check Your Design_en.srt
8.6 kB
129 Source files.html
27 B
129 Source-files.zip
1.8 MB
130 01 Build A SQLite Database With Python.mp4
34 MB
130 01 Build A SQLite Database With Python_en.srt
8.7 kB
131 02 Add An Entry To The Table With SQL.mp4
33 MB
131 02 Add An Entry To The Table With SQL_en.srt
7.4 kB
132 03 Add More Records To The Table.mp4
35 MB
132 03 Add More Records To The Table_en.srt
7.0 kB
133 04 Build A Second Table For Cross-Referencing.mp4
76 MB
133 04 Build A Second Table For Cross-Referencing_en.srt
13 kB
134 05 Select Rows That Meet Conditions.mp4
47 MB
134 05 Select Rows That Meet Conditions_en.srt
7.9 kB
135 Source files.html
27 B
135 Source-files.zip
12 kB
136 Course Overview.mp4
8.9 MB
136 Course Overview_en.srt
5.3 kB
137 01 Load And Create Data.mp4
66 MB
137 01 Load And Create Data_en.srt
13 kB
138 02 Perform Exploratory Data Analysis.mp4
27 MB
138 02 Perform Exploratory Data Analysis_en.srt
4.6 kB
139 03 Visualize Data With Different Plots.mp4
58 MB
139 03 Visualize Data With Different Plots_en.srt
15 kB
140 04 Analyze Features With More Plots.mp4
35 MB
140 04 Analyze Features With More Plots_en.srt
8.5 kB
141 05 Build Plots With Seaborn.mp4
35 MB
141 05 Build Plots With Seaborn_en.srt
6.5 kB
142 06 Build A Bokeh Plot.mp4
37 MB
142 06 Build A Bokeh Plot_en.srt
8.0 kB
143 07 Build A 3D Scatter Plot.mp4
20 MB
143 07 Build A 3D Scatter Plot_en.srt
4.6 kB
144 08 Rank Feature Importance.mp4
40 MB
144 08 Rank Feature Importance_en.srt
10 kB
145 09 Compare Positive And Negative Returns.mp4
36 MB
145 09 Compare Positive And Negative Returns_en.srt
10 kB
146 Source Files.html
27 B
146 Source-Files.zip
10 kB
147 00 Project Preview.mp4
11 MB
147 00 Project Preview_en.srt
4.4 kB
148 01 Load Crypto Prices Dataset.mp4
60 MB
148 01 Load Crypto Prices Dataset_en.srt
14 kB
149 02 Visualize Bitcoin Price Trend.mp4
23 MB
149 02 Visualize Bitcoin Price Trend_en.srt
6.1 kB
150 03 Predict Price With Facebook Prophet.mp4
39 MB
150 03 Predict Price With Facebook Prophet_en.srt
8.1 kB
151 04 Analyze Model Performance.mp4
75 MB
151 04 Analyze Model Performance_en.srt
11 kB
152 05 Visualize Model Results.mp4
27 MB
152 05 Visualize Model Results_en.srt
4.5 kB
153 06 Predict Monthly Trend.mp4
62 MB
153 06 Predict Monthly Trend_en.srt
12 kB
154 07 Predict Weekly Trend.mp4
37 MB
154 07 Predict Weekly Trend_en.srt
7.4 kB
155 08 Compare Final Stock Price Of Different Strategies.mp4
43 MB
155 08 Compare Final Stock Price Of Different Strategies_en.srt
8.8 kB
156 09-Source-Files.zip
25 kB
156 Source Files.html
27 B
157 00 Project Preview.mp4
13 MB
157 00 Project Preview_en.srt
4.5 kB
158 01 Fetch Stock Data.mp4
58 MB
158 01 Fetch Stock Data_en.srt
13 kB
159 02 Visualize Stock Data Features.mp4
48 MB
159 02 Visualize Stock Data Features_en.srt
9.6 kB
160 03 Calculate Daily Return.mp4
24 MB
160 03 Calculate Daily Return_en.srt
5.0 kB
161 04 Compare Returns Of Different Stocks.mp4
74 MB
161 04 Compare Returns Of Different Stocks_en.srt
15 kB
162 05 Compare Closing Prices.mp4
56 MB
162 05 Compare Closing Prices_en.srt
12 kB
163 Source Files.html
27 B
163 Source-Files.zip
3.9 kB
164 01 Visualize Standard Deviation And Expected Returns.mp4
27 MB
164 01 Visualize Standard Deviation And Expected Returns_en.srt
6.6 kB
165 02 Calculate Value At Risk.mp4
21 MB
165 02 Calculate Value At Risk_en.srt
4.7 kB
166 03 Monte Carlo Analysis To Estimate Risk.mp4
52 MB
166 03 Monte Carlo Analysis To Estimate Risk_en.srt
11 kB
167 04 Visualize Price Distribution.mp4
60 MB
167 04 Visualize Price Distribution_en.srt
11 kB
168 Source Files.html
27 B
168 Source-Files.zip
5.9 kB
169 00 What Is Web Scraping.mp4
22 MB
169 00 What Is Web Scraping_en.srt
8.3 kB
170 01 What You'll Need.mp4
7.5 MB
170 01 What You'll Need_en.srt
2.1 kB
171 Source Files.html
27 B
171 Source-Files.zip
1.4 MB
172 02 Build An HTML Webpage To Scrape.mp4
84 MB
172 02 Build An HTML Webpage To Scrape_en.srt
18 kB
173 03 Select Data Structures From A Webpage.mp4
35 MB
173 03 Select Data Structures From A Webpage_en.srt
7.2 kB
174 04 Extract URLs And Text.mp4
39 MB
174 04 Extract URLs And Text_en.srt
7.1 kB
175 05 Work With Tags.mp4
39 MB
175 05 Work With Tags_en.srt
9.2 kB
176 06 Work With Attributes.mp4
24 MB
176 06 Work With Attributes_en.srt
6.3 kB
177 07 Add Navigation To A String.mp4
24 MB
177 07 Add Navigation To A String_en.srt
6.6 kB
178 08 Navigate HTML Contents.mp4
61 MB
178 08 Navigate HTML Contents_en.srt
8.4 kB
179 09 Find All Filter.mp4
32 MB
179 09 Find All Filter_en.srt
5.8 kB
180 Source Files.html
27 B
180 Source-Files.zip
6.8 kB
181 01 Project Preview.mp4
9.4 MB
181 01 Project Preview_en.srt
2.1 kB
182 02 What Is Plotly And Dash.mp4
19 MB
182 02 What Is Plotly And Dash_en.srt
5.0 kB
183 03 What You'll Need.mp4
11 MB
183 03 What You'll Need_en.srt
3.0 kB
184 Source Files.html
27 B
184 Source-Files.zip
2.0 MB
185 01 Build A Dash App.mp4
99 MB
185 01 Build A Dash App_en.srt
16 kB
186 02 Build A Graph In The Dash App.mp4
78 MB
186 02 Build A Graph In The Dash App_en.srt
14 kB
187 Source Files.html
27 B
187 Source-Files.zip
1.4 kB
188 01 Load Data From Vega Datasets.mp4
34 MB
188 01 Load Data From Vega Datasets_en.srt
6.6 kB
189 02 Build The Layout.mp4
56 MB
189 02 Build The Layout_en.srt
13 kB
190 03 Build A Chart With Altair.mp4
72 MB
190 03 Build A Chart With Altair_en.srt
15 kB
191 Source Files.html
27 B
191 Source-Files.zip
2.4 kB
192 01 Project Preview.mp4
16 MB
192 01 Project Preview_en.srt
4.4 kB
193 01 Build A Dataset.mp4
141 MB
193 01 Build A Dataset_en.srt
33 kB
194 02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y.mp4
65 MB
194 02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y_en.srt
14 kB
195 03 Compute Support And Confidence For All Channels.mp4
92 MB
195 03 Compute Support And Confidence For All Channels_en.srt
19 kB
196 04 Determine Which Videos Are Best To Recommend.mp4
68 MB
196 04 Determine Which Videos Are Best To Recommend_en.srt
14 kB
197 Source Files.html
27 B
197 Source-Files.zip
5.4 kB