| ↑ Parent Directory |
| 001-Introduction to Python Fundamentals - Part 1.mp4
|
2026-05-22 19:13 |
110.8 MB |
| 002-Lesson Overview - Before You Begin.mp4
|
2026-05-22 19:13 |
10.6 MB |
| 003-Getting the code.mp4
|
2026-05-22 19:13 |
3.1 MB |
| 004-Structure of the examples folder.mp4
|
2026-05-22 19:13 |
29.0 MB |
| 005-Installing Anaconda.mp4
|
2026-05-22 19:13 |
21.7 MB |
| 006-Updating Anaconda.mp4
|
2026-05-22 19:13 |
18.5 MB |
| 007-Package managers.mp4
|
2026-05-22 19:14 |
13.1 MB |
| 008-Installing jupyter-matplotlib.mp4
|
2026-05-22 19:14 |
6.7 MB |
| 009-Twitter developer account.mp4
|
2026-05-22 19:14 |
11.3 MB |
| 010-Getting your questions answered.mp4
|
2026-05-22 19:14 |
12.3 MB |
| 011-Lesson 01 Overview - Test-Drives - Using IPython and Jupyter Notebooks.mp4
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2026-05-22 19:14 |
18.8 MB |
| 012-Using IPython Interactive Mode as a Calculator.mp4
|
2026-05-22 19:15 |
97.2 MB |
| 013-Executing a Python Program Using the IPython Interpreter.mp4
|
2026-05-22 19:15 |
53.7 MB |
| 014-Writing and Executing Code in a Jupyter Notebook.mp4
|
2026-05-22 19:15 |
161.0 MB |
| 015-Lesson 02 Overview - Intro to Python Programming.mp4
|
2026-05-22 19:16 |
16.1 MB |
| 016-Variables and Assignment Statements.mp4
|
2026-05-22 19:16 |
40.6 MB |
| 017-Self Check.mp4
|
2026-05-22 19:16 |
10.6 MB |
| 018-Arithmetic.mp4
|
2026-05-22 19:16 |
76.0 MB |
| 019-Self Check.mp4
|
2026-05-22 19:16 |
10.9 MB |
| 020-Function print and an Intro to Single- and Double-Quoted Strings.mp4
|
2026-05-22 19:17 |
71.7 MB |
| 021-Self Check.mp4
|
2026-05-22 19:17 |
7.5 MB |
| 022-Triple-Quoted Strings.mp4
|
2026-05-22 19:17 |
52.6 MB |
| 023-Self Check.mp4
|
2026-05-22 19:17 |
15.3 MB |
| 024-Getting Input from the User.mp4
|
2026-05-22 19:17 |
73.0 MB |
| 025-Self Check.mp4
|
2026-05-22 19:17 |
5.9 MB |
| 027-Self Check.mp4
|
2026-05-22 19:18 |
8.9 MB |
| 028-Objects and Dynamic Typing.mp4
|
2026-05-22 19:18 |
48.0 MB |
| 029-Self Check.mp4
|
2026-05-22 19:18 |
5.5 MB |
| 030-Intro to Data Science - Basic Descriptive Statistics.mp4
|
2026-05-22 19:18 |
43.0 MB |
| 031-Self Check.mp4
|
2026-05-22 19:18 |
8.6 MB |
| 032-Lesson 03 Overview - Control Statements.mp4
|
2026-05-22 19:19 |
15.8 MB |
| 033-if Statement.mp4
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2026-05-22 19:19 |
23.0 MB |
| 034-Self Check.mp4
|
2026-05-22 19:19 |
11.4 MB |
| 035-if...else and if...elif...else Statements.mp4
|
2026-05-22 19:19 |
71.2 MB |
| 036-Self Check.mp4
|
2026-05-22 19:19 |
8.0 MB |
| 037-while Statement.mp4
|
2026-05-22 19:19 |
13.4 MB |
| 038-Self Check.mp4
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2026-05-22 19:19 |
6.6 MB |
| 039-for Statement; Iterables, Lists and Iterators; Built-in range Function.mp4
|
2026-05-22 19:20 |
80.5 MB |
| 040-Self Check.mp4
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2026-05-22 19:20 |
10.6 MB |
| 041-Augmented Assignments.mp4
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2026-05-22 19:20 |
14.4 MB |
| 042-Self Check.mp4
|
2026-05-22 19:20 |
4.0 MB |
| 043-Sequence-Controlled Iteration.mp4
|
2026-05-22 19:20 |
31.3 MB |
| 044-Self Check.mp4
|
2026-05-22 19:21 |
7.8 MB |
| 045-Sentinel-Controlled Iteration.mp4
|
2026-05-22 19:21 |
33.3 MB |
| 046-Built-In Function range - A Deeper Look.mp4
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2026-05-22 19:21 |
22.4 MB |
| 047-Self Check.mp4
|
2026-05-22 19:21 |
11.4 MB |
| 048-Using Type Decimal for Monetary Amounts.mp4
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2026-05-22 19:21 |
52.6 MB |
| 049-Self Check.mp4
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2026-05-22 19:21 |
12.1 MB |
| 050-break and continue Statements.mp4
|
2026-05-22 19:21 |
15.9 MB |
| 051-Boolean Operators and, or and not.mp4
|
2026-05-22 19:22 |
51.8 MB |
| 052-Self Check.mp4
|
2026-05-22 19:22 |
10.9 MB |
| 053-Intro to Data Science - Measures of Central Tendency--Mean, Median and Mode.mp4
|
2026-05-22 19:22 |
68.6 MB |
| 054-Self Check.mp4
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2026-05-22 19:22 |
16.7 MB |
| 055-Lesson 04 Overview - Functions.mp4
|
2026-05-22 19:22 |
15.7 MB |
| 056-Defining Functions.mp4
|
2026-05-22 19:23 |
50.5 MB |
| 057-Self Check.mp4
|
2026-05-22 19:23 |
8.2 MB |
| 058-Functions with Multiple Parameters.mp4
|
2026-05-22 19:23 |
27.2 MB |
| 059-Self Check.mp4
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2026-05-22 19:23 |
8.2 MB |
| 060-Random-Number Generation.mp4
|
2026-05-22 19:23 |
31.4 MB |
| 061-Self Check.mp4
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2026-05-22 19:23 |
10.4 MB |
| 062-Case Study - A Game of Chance.mp4
|
2026-05-22 19:24 |
63.8 MB |
| 063-Self Check.mp4
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2026-05-22 19:24 |
10.0 MB |
| 064-math Module Functions.mp4
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2026-05-22 19:24 |
10.6 MB |
| 065-Default Parameter Values.mp4
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2026-05-22 19:24 |
22.3 MB |
| 066-Keyword Arguments.mp4
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2026-05-22 19:24 |
16.5 MB |
| 067-Arbitrary Argument Lists.mp4
|
2026-05-22 19:24 |
13.4 MB |
| 068-Self Check.mp4
|
2026-05-22 19:25 |
15.5 MB |
| 069-Methods - Functions That Belong to Objects.mp4
|
2026-05-22 19:25 |
18.1 MB |
| 070-Scope Rules.mp4
|
2026-05-22 19:25 |
80.2 MB |
| 071-import - A Deeper Look.mp4
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2026-05-22 19:25 |
33.8 MB |
| 072-Self Check.mp4
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2026-05-22 19:25 |
5.6 MB |
| 073-Passing Arguments to Functions - A Deeper Look.mp4
|
2026-05-22 19:26 |
57.8 MB |
| 074-Self Check.mp4
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2026-05-22 19:26 |
5.7 MB |
| 075-Functional-Style Programming.mp4
|
2026-05-22 19:26 |
23.9 MB |
| 076-Intro to Data Science - Measures of Dispersion.mp4
|
2026-05-22 19:26 |
31.0 MB |
| 077-Introduction to Python Fundamentals - Part 2.mp4
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2026-05-22 19:26 |
39.1 MB |
| 078-Lesson 05 Overview - Sequences--Lists and Tuples.mp4
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2026-05-22 19:27 |
14.6 MB |
| 079-Lists.mp4
|
2026-05-22 19:27 |
124.0 MB |
| 080-Self Check.mp4
|
2026-05-22 19:27 |
15.7 MB |
| 081-Tuples.mp4
|
2026-05-22 19:27 |
35.0 MB |
| 082-Self Check.mp4
|
2026-05-22 19:28 |
10.9 MB |
| 083-Unpacking Sequences.mp4
|
2026-05-22 19:28 |
33.4 MB |
| 084-Creating a primitive bar chart.mp4
|
2026-05-22 19:28 |
33.6 MB |
| 085-Self Check.mp4
|
2026-05-22 19:28 |
19.3 MB |
| 086-Sequence Slicing Part 1 - Getting a Subset of a Sequence.mp4
|
2026-05-22 19:28 |
61.0 MB |
| 087-Sequence Slicing Part 2 - Modifying a List.mp4
|
2026-05-22 19:29 |
17.5 MB |
| 088-Self Check.mp4
|
2026-05-22 19:29 |
19.7 MB |
| 089-del Statement.mp4
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2026-05-22 19:29 |
23.5 MB |
| 090-Self Check.mp4
|
2026-05-22 19:29 |
9.0 MB |
| 091-Passing Lists to Functions.mp4
|
2026-05-22 19:29 |
14.2 MB |
| 092-Sorting Lists.mp4
|
2026-05-22 19:30 |
18.1 MB |
| 093-Self Check.mp4
|
2026-05-22 19:30 |
9.7 MB |
| 094-Searching Sequences.mp4
|
2026-05-22 19:30 |
64.6 MB |
| 095-Self Check.mp4
|
2026-05-22 19:30 |
6.8 MB |
| 096-Other List Methods.mp4
|
2026-05-22 19:30 |
32.6 MB |
| 097-Self Check.mp4
|
2026-05-22 19:31 |
10.6 MB |
| 098-Simulating Stacks with Lists.mp4
|
2026-05-22 19:31 |
11.6 MB |
| 099-List Comprehensions.mp4
|
2026-05-22 19:31 |
47.5 MB |
| 100-Self Check.mp4
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2026-05-22 19:31 |
11.2 MB |
| 101-Generator Expressions.mp4
|
2026-05-22 19:31 |
40.4 MB |
| 102-Self Check.mp4
|
2026-05-22 19:31 |
9.2 MB |
| 103-Filter, Map and Reduce.mp4
|
2026-05-22 19:32 |
49.5 MB |
| 104-Self Check.mp4
|
2026-05-22 19:32 |
24.7 MB |
| 105-Other Sequence Processing Functions.mp4
|
2026-05-22 19:32 |
24.7 MB |
| 106-Self Check.mp4
|
2026-05-22 19:32 |
18.5 MB |
| 107-Two-Dimensional Lists.mp4
|
2026-05-22 19:33 |
43.6 MB |
| 108-Self Check.mp4
|
2026-05-22 19:33 |
11.3 MB |
| 109-Intro to Data Science - Simulation and Static Visualizations.mp4
|
2026-05-22 19:33 |
19.5 MB |
| 110-Sample Graphs for 600, 60,000 and 6,000,000 Die Rolls.mp4
|
2026-05-22 19:33 |
14.1 MB |
| 111-Visualizing Die-Roll Frequencies and Percentages--Part 1.mp4
|
2026-05-22 19:33 |
34.3 MB |
| 112-Visualizing Die-Roll Frequencies and Percentages--Part 2.mp4
|
2026-05-22 19:33 |
43.6 MB |
| 113-Visualizing Die-Roll Frequencies and Percentages--Part 3.mp4
|
2026-05-22 19:34 |
46.0 MB |
| 114-Visualizing Die-Roll Frequencies and Percentages--Part 4.mp4
|
2026-05-22 19:34 |
33.5 MB |
| 115-Lesson 06 Overview - Dictionaries and Sets.mp4
|
2026-05-22 19:34 |
17.6 MB |
| 116-Dictionaries.mp4
|
2026-05-22 19:34 |
4.3 MB |
| 117-Creating a Dictionary.mp4
|
2026-05-22 19:34 |
13.6 MB |
| 118-Self Check.mp4
|
2026-05-22 19:34 |
6.2 MB |
| 119-Iterating through a Dictionary.mp4
|
2026-05-22 19:34 |
25.0 MB |
| 120-Basic Dictionary Operarations.mp4
|
2026-05-22 19:35 |
23.6 MB |
| 121-Self Check.mp4
|
2026-05-22 19:35 |
6.3 MB |
| 122-Dictionary Methods keys and values.mp4
|
2026-05-22 19:35 |
21.5 MB |
| 123-Self Check.mp4
|
2026-05-22 19:35 |
8.9 MB |
| 124-Dictionary Comparisons.mp4
|
2026-05-22 19:35 |
18.4 MB |
| 125-Example - Dictionary of Student Grades.mp4
|
2026-05-22 19:35 |
15.3 MB |
| 126-Example - Word Counts.mp4
|
2026-05-22 19:35 |
26.6 MB |
| 127-Python Standard Library Module collections.mp4
|
2026-05-22 19:36 |
16.7 MB |
| 128-Self Check.mp4
|
2026-05-22 19:36 |
10.5 MB |
| 129-Dictionary Method update.mp4
|
2026-05-22 19:36 |
29.9 MB |
| 130-Dictionary Comprehensions.mp4
|
2026-05-22 19:36 |
31.1 MB |
| 131-Self Check.mp4
|
2026-05-22 19:36 |
8.0 MB |
| 132-Sets.mp4
|
2026-05-22 19:36 |
51.8 MB |
| 133-Self Check.mp4
|
2026-05-22 19:37 |
9.3 MB |
| 134-Comparing Sets.mp4
|
2026-05-22 19:37 |
49.5 MB |
| 135-Self Check.mp4
|
2026-05-22 19:37 |
13.1 MB |
| 136-Mathematical Set Operations.mp4
|
2026-05-22 19:37 |
47.2 MB |
| 137-Self Check.mp4
|
2026-05-22 19:37 |
9.9 MB |
| 138-Mutable Set Operators and Methods.mp4
|
2026-05-22 19:38 |
39.7 MB |
| 139-Set Comprehensions.mp4
|
2026-05-22 19:38 |
9.5 MB |
| 140-Intro to Data Science - Dynamic Visualizations--Using Simulation and Dynamic Visualization to Demonstrate the Law of Large Numbers.mp4
|
2026-05-22 19:38 |
67.4 MB |
| 141-Intro to Data Science - Dynamic Visualizations--Implementing Dynamic Visualization, Part 1.mp4
|
2026-05-22 19:38 |
90.0 MB |
| 142-Lesson 07 Overview - Array-Oriented Programming with Numpy; Intro to Pandas.mp4
|
2026-05-22 19:39 |
14.1 MB |
| 143-Creating arrays from Existing Data.mp4
|
2026-05-22 19:39 |
20.2 MB |
| 144-Self Check.mp4
|
2026-05-22 19:39 |
12.6 MB |
| 145-array Attributes.mp4
|
2026-05-22 19:39 |
58.0 MB |
| 146-Self Check.mp4
|
2026-05-22 19:40 |
4.2 MB |
| 147-Filling arrays with Specific Values.mp4
|
2026-05-22 19:40 |
14.2 MB |
| 148-Creating arrays from Ranges.mp4
|
2026-05-22 19:40 |
17.2 MB |
| 149-Self Check.mp4
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2026-05-22 19:40 |
7.7 MB |
| 150-List vs. array Performance - Introducing %timeit.mp4
|
2026-05-22 19:40 |
40.0 MB |
| 151-Self Check.mp4
|
2026-05-22 19:40 |
9.4 MB |
| 152-array Operators.mp4
|
2026-05-22 19:40 |
20.5 MB |
| 153-Self Check.mp4
|
2026-05-22 19:40 |
5.1 MB |
| 154-NumPy Calculation Methods.mp4
|
2026-05-22 19:41 |
16.6 MB |
| 155-Self Check.mp4
|
2026-05-22 19:41 |
11.1 MB |
| 156-Universal Functions.mp4
|
2026-05-22 19:41 |
15.5 MB |
| 157-Self Check.mp4
|
2026-05-22 19:41 |
4.1 MB |
| 158-Indexing and Slicing.mp4
|
2026-05-22 19:41 |
42.5 MB |
| 159-Self Check.mp4
|
2026-05-22 19:42 |
11.1 MB |
| 160-Views - Shallow Copies.mp4
|
2026-05-22 19:42 |
38.4 MB |
| 161-Deep Copies.mp4
|
2026-05-22 19:42 |
6.0 MB |
| 162-Reshaping and Transposing - reshape vs. resize.mp4
|
2026-05-22 19:42 |
15.0 MB |
| 163-Reshaping and Transposing - flatten vs. ravel.mp4
|
2026-05-22 19:42 |
9.8 MB |
| 164-Reshaping and Transposing - Transposing Rows and Columns.mp4
|
2026-05-22 19:42 |
13.5 MB |
| 165-Reshaping and Transposing - Horizontal and Vertical Stacking.mp4
|
2026-05-22 19:43 |
20.1 MB |
| 166-Self Check.mp4
|
2026-05-22 19:43 |
5.4 MB |
| 167-Intro to Data Science - pandas Series and DataFrames.mp4
|
2026-05-22 19:43 |
12.6 MB |
| 168-Intro to Data Science - pandas Series and DataFrames--pandas Series Part 1.mp4
|
2026-05-22 19:43 |
52.6 MB |
| 169-Intro to Data Science - pandas Series and DataFrames--pandas Series Part 2.mp4
|
2026-05-22 19:43 |
38.9 MB |
| 170-Self Check.mp4
|
2026-05-22 19:43 |
18.9 MB |
| 171-Intro to Data Science - pandas Series and DataFrames--Creating DataFrames and Customizing Indices.mp4
|
2026-05-22 19:43 |
16.1 MB |
| 172-Intro to Data Science - pandas Series and DataFrames--Accessing a DataFrame's Columns.mp4
|
2026-05-22 19:44 |
5.5 MB |
| 173-Intro to Data Science - pandas Series and DataFrames--Selecting Rows via the loc and iloc Attributes.mp4
|
2026-05-22 19:44 |
20.8 MB |
| 174-Intro to Data Science - pandas Series and DataFrames--Selecting Rows via Slices and Lists with the loc and iloc Attributes.mp4
|
2026-05-22 19:44 |
19.8 MB |
| 175-Intro to Data Science - pandas Series and DataFrames--Selecting Subsets of the Rows and Columns.mp4
|
2026-05-22 19:44 |
7.1 MB |
| 176-Intro to Data Science - pandas Series and DataFrames--Boolean Indexing.mp4
|
2026-05-22 19:44 |
11.2 MB |
| 177-Intro to Data Science - pandas Series and DataFrames--Accessing a Specific DataFrame Cell by Row and Column.mp4
|
2026-05-22 19:44 |
11.2 MB |
| 178-Intro to Data Science - pandas Series and DataFrames--Descriptive Statistics.mp4
|
2026-05-22 19:44 |
13.4 MB |
| 179-Intro to Data Science - pandas Series and DataFrames--Transposing the DataFrame with the T Attribute.mp4
|
2026-05-22 19:45 |
9.5 MB |
| 180-Intro to Data Science - pandas Series and DataFrames--Sorting by Indices.mp4
|
2026-05-22 19:45 |
15.1 MB |
| 181-Intro to Data Science - pandas Series and DataFrames--Sorting by Column Values.mp4
|
2026-05-22 19:45 |
18.8 MB |
| 182-Self Check.mp4
|
2026-05-22 19:45 |
17.4 MB |
| 183-Introduction to Python Fundamentals - Part 3.mp4
|
2026-05-22 19:45 |
55.6 MB |
| 184-Lesson 08 Overview - Strings--A Deeper Look; Pandas, Regular Expressions and Data Munging.mp4
|
2026-05-22 19:45 |
12.4 MB |
| 185-Formatting Strings--Presentation Types.mp4
|
2026-05-22 19:46 |
30.2 MB |
| 186-Self Check.mp4
|
2026-05-22 19:46 |
3.0 MB |
| 187-Formatting Strings--Field Widths and Alignment.mp4
|
2026-05-22 19:46 |
30.3 MB |
| 188-Self Check.mp4
|
2026-05-22 19:46 |
5.5 MB |
| 189-Formatting Strings--Numeric Formatting.mp4
|
2026-05-22 19:46 |
16.7 MB |
| 190-Self Check.mp4
|
2026-05-22 19:46 |
8.1 MB |
| 191-Formatting Strings--String's format Method.mp4
|
2026-05-22 19:46 |
20.9 MB |
| 192-Self Check.mp4
|
2026-05-22 19:46 |
14.9 MB |
| 193-Concatenating and Repeating Strings.mp4
|
2026-05-22 19:47 |
10.6 MB |
| 194-Self Check.mp4
|
2026-05-22 19:47 |
6.6 MB |
| 195-Stripping Whitespace from Strings.mp4
|
2026-05-22 19:47 |
8.0 MB |
| 196-Self Check.mp4
|
2026-05-22 19:47 |
4.7 MB |
| 197-Changing Character Case.mp4
|
2026-05-22 19:47 |
4.4 MB |
| 198-Self Check.mp4
|
2026-05-22 19:47 |
2.8 MB |
| 199-Comparison Operators for Strings.mp4
|
2026-05-22 19:47 |
11.3 MB |
| 200-Searching for Substrings.mp4
|
2026-05-22 19:47 |
35.5 MB |
| 201-Self Check.mp4
|
2026-05-22 19:47 |
6.3 MB |
| 202-Replacing Substrings.mp4
|
2026-05-22 19:47 |
4.5 MB |
| 203-Self Check.mp4
|
2026-05-22 19:47 |
3.4 MB |
| 204-Splitting and Joining Strings.mp4
|
2026-05-22 19:48 |
20.0 MB |
| 205-Self Check.mp4
|
2026-05-22 19:48 |
16.9 MB |
| 206-Characters and Character-Testing Methods.mp4
|
2026-05-22 19:48 |
6.8 MB |
| 207-Raw Strings.mp4
|
2026-05-22 19:48 |
15.1 MB |
| 208-Introduction to Regular Expressions.mp4
|
2026-05-22 19:48 |
9.2 MB |
| 209-re Module and Function fullmatch Part 1--Matching Literal Characters.mp4
|
2026-05-22 19:48 |
14.7 MB |
| 210-re Module and Function fullmatch Part 2--Metacharacters, Character Classes and Quantifiers.mp4
|
2026-05-22 19:48 |
13.8 MB |
| 211-re Module and Function fullmatch Part 3--Custom Character Classes.mp4
|
2026-05-22 19:48 |
12.9 MB |
| 212-re Module and Function fullmatch Part 1--Quantifiers.mp4
|
2026-05-22 19:49 |
14.0 MB |
| 213-Self Check.mp4
|
2026-05-22 19:49 |
10.1 MB |
| 214-Replacing Substrings and Splitting Strings.mp4
|
2026-05-22 19:49 |
23.4 MB |
| 215-Self Check.mp4
|
2026-05-22 19:49 |
9.5 MB |
| 216-Other Search Functions; Accessing Matches--Function search - Finding the First Match Anywhere in a String.mp4
|
2026-05-22 19:49 |
19.2 MB |
| 217-Other Search Functions; Accessing Matches--Ignoring Case with the Optional flags Keyword Argument.mp4
|
2026-05-22 19:49 |
6.3 MB |
| 218-Other Search Functions; Accessing Matches--Metacharacters that Restrict Matches to the Beginning or End of a String.mp4
|
2026-05-22 19:50 |
11.9 MB |
| 219-Other Search Functions; Accessing Matches--Functions findall and finditer - Finding All Matches in a String.mp4
|
2026-05-22 19:50 |
14.9 MB |
| 220-Other Search Functions; Accessing Matches--Capturing Substrings in a Match.mp4
|
2026-05-22 19:50 |
29.9 MB |
| 221-Self Check.mp4
|
2026-05-22 19:50 |
9.4 MB |
| 222-Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 1 - Introduction.mp4
|
2026-05-22 19:50 |
15.0 MB |
| 223-Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 3 - Data Validation.mp4
|
2026-05-22 19:50 |
33.4 MB |
| 224-Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 4 - Reformatting Your Data.mp4
|
2026-05-22 19:50 |
23.7 MB |
| 225-Self Check.mp4
|
2026-05-22 19:51 |
15.5 MB |
| 226-Lesson 09 Overview - Files and Exceptions; Pandas, CSV Files and Simple Data Analysis.mp4
|
2026-05-22 19:51 |
19.3 MB |
| 227-Files.mp4
|
2026-05-22 19:51 |
6.9 MB |
| 228-Text-File Processing--Writing to a Text File - Introducing the with Statement.mp4
|
2026-05-22 19:51 |
17.0 MB |
| 229-Self Check.mp4
|
2026-05-22 19:51 |
7.2 MB |
| 230-Text-File Processing--Reading Data from a Text File.mp4
|
2026-05-22 19:51 |
16.0 MB |
| 231-Self Check.mp4
|
2026-05-22 19:51 |
10.1 MB |
| 232-Updating Text Files.mp4
|
2026-05-22 19:52 |
17.4 MB |
| 233-Self Check.mp4
|
2026-05-22 19:52 |
13.8 MB |
| 234-Serialization with JSON--JSON Data Format.mp4
|
2026-05-22 19:52 |
20.4 MB |
| 235-Serialization with JSON--Serializing an Object to JSON.mp4
|
2026-05-22 19:52 |
10.9 MB |
| 236-Serialization with JSON--Deserializing a JSON Object into Python.mp4
|
2026-05-22 19:52 |
7.7 MB |
| 237-Serialization with JSON--Displaying JSON Text.mp4
|
2026-05-22 19:52 |
12.1 MB |
| 238-Self Check.mp4
|
2026-05-22 19:52 |
13.4 MB |
| 239-File Open Modes.mp4
|
2026-05-22 19:53 |
9.5 MB |
| 240-Handling Exceptions.mp4
|
2026-05-22 19:53 |
9.4 MB |
| 241-Division by Zero and Invalid Input.mp4
|
2026-05-22 19:53 |
7.0 MB |
| 242-try Statements.mp4
|
2026-05-22 19:53 |
30.6 MB |
| 243-Self Check.mp4
|
2026-05-22 19:53 |
8.7 MB |
| 244-finally Clause.mp4
|
2026-05-22 19:53 |
20.5 MB |
| 245-Self Check.mp4
|
2026-05-22 19:53 |
8.1 MB |
| 246-Explicitly Raising an Exception.mp4
|
2026-05-22 19:53 |
5.4 MB |
| 247-Stack Unwinding and Tracebacks.mp4
|
2026-05-22 19:54 |
12.4 MB |
| 248-Intro to Data Science - Working with CSV Files--Python Standard Library Module csv.mp4
|
2026-05-22 19:54 |
24.5 MB |
| 249-Self Check.mp4
|
2026-05-22 19:54 |
9.6 MB |
| 250-Intro to Data Science - Working with CSV Files--Reading CSV Files into Pandas DataFrames.mp4
|
2026-05-22 19:54 |
32.2 MB |
| 251-Intro to Data Science - Working with CSV Files--Reading the Titanic Disaster Dataset.mp4
|
2026-05-22 19:54 |
24.0 MB |
| 252-Intro to Data Science - Working with CSV Files--Simple Data Analysis with the Titanic Disaster Dataset.mp4
|
2026-05-22 19:54 |
13.9 MB |
| 253-Intro to Data Science - Working with CSV Files--Passenger Age Histogram.mp4
|
2026-05-22 19:54 |
9.5 MB |
| 254-Introduction to Python Fundamentals - Part 4.mp4
|
2026-05-22 19:55 |
53.6 MB |
| 255-Lesson 10 Overview - Object-Oriented Programming.mp4
|
2026-05-22 19:55 |
34.9 MB |
| 256-Custom Class Account--Test-Driving Class Account.mp4
|
2026-05-22 19:55 |
23.4 MB |
| 257-Custom Class Account--Account Class Definition.mp4
|
2026-05-22 19:55 |
47.3 MB |
| 258-Self Check.mp4
|
2026-05-22 19:55 |
23.8 MB |
| 259-Controlling Access to Attributes.mp4
|
2026-05-22 19:56 |
23.4 MB |
| 260-Properties for Data Access--Test-Driving Class Time.mp4
|
2026-05-22 19:56 |
21.1 MB |
| 261-Properties for Data Access--Class Time Definition.mp4
|
2026-05-22 19:56 |
67.2 MB |
| 262-Self Check.mp4
|
2026-05-22 19:56 |
19.7 MB |
| 263-Properties for Data Access--Class Time Definition Notes.mp4
|
2026-05-22 19:57 |
13.9 MB |
| 264-Simulating 'Private' Attributes.mp4
|
2026-05-22 19:57 |
20.1 MB |
| 265-Case Study - Card Shuffling and Dealing Simulation--Test Driving Classes Card and DeckOfCards.mp4
|
2026-05-22 19:57 |
18.0 MB |
| 266-Case Study - Card Shuffling and Dealing Simulation--Class Card and an Introduction to Class Attributes.mp4
|
2026-05-22 19:57 |
36.4 MB |
| 267-Case Study - Card Shuffling and Dealing Simulation--Class DeckOfCards.mp4
|
2026-05-22 19:58 |
27.0 MB |
| 268-Case Study - Card Shuffling and Dealing Simulation--Displaying Card Images with Matplotlib.mp4
|
2026-05-22 19:58 |
61.6 MB |
| 269-Self Check.mp4
|
2026-05-22 19:58 |
18.5 MB |
| 270-Inheritance - Base Classes and Subclasses.mp4
|
2026-05-22 19:58 |
14.6 MB |
| 271-Building an Inheritance Hierarchy and Introducing Polymorphism--Base Class CommissionEmployee.mp4
|
2026-05-22 19:59 |
33.6 MB |
| 272-Building an Inheritance Hierarchy and Introducing Polymorphism--Sublass SalariedCommissionEmployee.mp4
|
2026-05-22 19:59 |
41.3 MB |
| 273-Building an Inheritance Hierarchy and Introducing Polymorphism--Processing CommissionEmployees and SalariedCommissionEmployees Polymorphically.mp4
|
2026-05-22 19:59 |
21.0 MB |
| 274-Duck Typing and Polymorphism.mp4
|
2026-05-22 19:59 |
15.4 MB |
| 275-Operator Overloading.mp4
|
2026-05-22 20:00 |
13.9 MB |
| 276-Test-Driving Class Complex.mp4
|
2026-05-22 20:00 |
38.8 MB |
| 277-Class Complex Definition.mp4
|
2026-05-22 20:00 |
23.3 MB |
| 278-Self Check.mp4
|
2026-05-22 20:00 |
17.0 MB |
| 279-Named Tuples.mp4
|
2026-05-22 20:00 |
21.1 MB |
| 280-A Brief Intro to Python 3.7's New Data Classes.mp4
|
2026-05-22 20:01 |
9.1 MB |
| 281-A Brief Intro to Python 3.7's New Data Classes--Creating a Card Data Class.mp4
|
2026-05-22 20:01 |
34.8 MB |
| 282-A Brief Intro to Python 3.7's New Data Classes--Using the Card Data Class.mp4
|
2026-05-22 20:01 |
13.2 MB |
| 283-Self Check.mp4
|
2026-05-22 20:01 |
8.9 MB |
| 284-A Brief Intro to Python 3.7's New Data Classes--Advantages Over Named Tuples and Traditional Classes.mp4
|
2026-05-22 20:01 |
16.3 MB |
| 285-Unit Testing with Docstrings and doctest.mp4
|
2026-05-22 20:02 |
59.4 MB |
| 286-Self Check.mp4
|
2026-05-22 20:02 |
15.2 MB |
| 287-Namespaces and Scopes.mp4
|
2026-05-22 20:02 |
36.3 MB |
| 288-Intro to Data Science - Time Series and Simple Linear Regression--Introduction.mp4
|
2026-05-22 20:02 |
31.7 MB |
| 289-Intro to Data Science - Time Series and Simple Linear Regression--Components of the Simple Linear Regression Calculation.mp4
|
2026-05-22 20:02 |
13.1 MB |
| 290-Intro to Data Science - Time Series and Simple Linear Regression--Loading the Average High Temperatures into a DataFrame.mp4
|
2026-05-22 20:02 |
9.2 MB |
| 291-Intro to Data Science - Time Series and Simple Linear Regression--Cleaning the Data.mp4
|
2026-05-22 20:03 |
11.0 MB |
| 292-Intro to Data Science - Time Series and Simple Linear Regression--Calculating Basic Descriptive Statistics for the Dataset.mp4
|
2026-05-22 20:03 |
3.9 MB |
| 293-Intro to Data Science - Time Series and Simple Linear Regression--Forecasting Future January Average High Temperatures.mp4
|
2026-05-22 20:03 |
13.8 MB |
| 294-Intro to Data Science - Time Series and Simple Linear Regression--Plotting the Average High Temperatures and a Regression Line.mp4
|
2026-05-22 20:03 |
18.6 MB |
| 295-Lesson 11 Overview - Natural Language Processing (NLP).mp4
|
2026-05-22 20:03 |
29.8 MB |
| 296-Introduction.mp4
|
2026-05-22 20:03 |
12.3 MB |
| 297-TextBlob.mp4
|
2026-05-22 20:03 |
29.7 MB |
| 298-Create a TextBlob.mp4
|
2026-05-22 20:03 |
15.5 MB |
| 299-Tokenizing Text into Sentences and Words.mp4
|
2026-05-22 20:03 |
5.6 MB |
| 300-Parts-of-Speech Tagging.mp4
|
2026-05-22 20:04 |
22.4 MB |
| 301-Extracting Noun Phrases.mp4
|
2026-05-22 20:04 |
8.9 MB |
| 302-Sentiment Analysis with TextBlob's Default Sentiment Analyzer.mp4
|
2026-05-22 20:04 |
8.3 MB |
| 303-Sentiment Analysis with the NaiveBayesAnalyzer.mp4
|
2026-05-22 20:04 |
19.7 MB |
| 304-Language Detection and Translation.mp4
|
2026-05-22 20:04 |
15.0 MB |
| 305-Inflection - Pluralization and Singularization.mp4
|
2026-05-22 20:04 |
10.7 MB |
| 306-Spell Checking and Correction.mp4
|
2026-05-22 20:04 |
23.1 MB |
| 307-Normalization - Stemming and Lemmatization.mp4
|
2026-05-22 20:04 |
5.9 MB |
| 308-Word Frequencies.mp4
|
2026-05-22 20:05 |
28.5 MB |
| 309-Getting Definitions, Synonyms and Antonyms from WordNet.mp4
|
2026-05-22 20:05 |
23.0 MB |
| 310-Deleting Stop Word.mp4
|
2026-05-22 20:05 |
33.3 MB |
| 311-n-grams.mp4
|
2026-05-22 20:05 |
12.2 MB |
| 312-Visualizing Word Frequencies with Pandas.mp4
|
2026-05-22 20:05 |
40.5 MB |
| 313-Visualizing Word Frequencies with Word Clouds.mp4
|
2026-05-22 20:06 |
33.7 MB |
| 314-Readability Assessment with Textatistic.mp4
|
2026-05-22 20:06 |
15.3 MB |
| 315-Named Entity Recognition with spaCy.mp4
|
2026-05-22 20:06 |
22.5 MB |
| 316-Similarity Detection with spaCy.mp4
|
2026-05-22 20:06 |
28.1 MB |
| 317-Lesson 12 Overview - Data Mining Twitter.mp4
|
2026-05-22 20:06 |
16.4 MB |
| 318-Introduction.mp4
|
2026-05-22 20:06 |
12.6 MB |
| 319-Overview of the Twitter APIs.mp4
|
2026-05-22 20:06 |
38.1 MB |
| 320-Creating a Twitter Developer Account.mp4
|
2026-05-22 20:06 |
6.5 MB |
| 321-Getting Twitter Credentials--Creating an App.mp4
|
2026-05-22 20:07 |
19.6 MB |
| 322-What's in a Tweet.mp4
|
2026-05-22 20:07 |
34.3 MB |
| 323-Tweepy.mp4
|
2026-05-22 20:07 |
7.0 MB |
| 324-Authenticating with Twitter Via Tweepy.mp4
|
2026-05-22 20:07 |
16.4 MB |
| 325-Getting Information About a Twitter Account.mp4
|
2026-05-22 20:07 |
47.9 MB |
| 326-Self Check.mp4
|
2026-05-22 20:08 |
8.3 MB |
| 327-Introduction to Tweepy Cursors - Getting an Account's Followers and Friends.mp4
|
2026-05-22 20:08 |
8.8 MB |
| 328-Determining an Account's Followers.mp4
|
2026-05-22 20:08 |
32.6 MB |
| 329-Self Check.mp4
|
2026-05-22 20:08 |
6.7 MB |
| 330-Determining Whom an Account Follows.mp4
|
2026-05-22 20:08 |
10.7 MB |
| 331-Getting a User's Recent Tweets.mp4
|
2026-05-22 20:08 |
10.5 MB |
| 332-Self Check.mp4
|
2026-05-22 20:08 |
2.9 MB |
| 333-Searching Recent Tweets.mp4
|
2026-05-22 20:08 |
38.5 MB |
| 334-Self Check.mp4
|
2026-05-22 20:09 |
2.9 MB |
| 335-Spotting Trends - Twitter Trends API.mp4
|
2026-05-22 20:09 |
2.8 MB |
| 336-Places with Trending Topics.mp4
|
2026-05-22 20:09 |
14.5 MB |
| 337-Getting a List of Trending Topics.mp4
|
2026-05-22 20:09 |
26.9 MB |
| 338-Self Check.mp4
|
2026-05-22 20:09 |
7.0 MB |
| 339-Create a Word Cloud from Trending Topics.mp4
|
2026-05-22 20:09 |
17.5 MB |
| 340-Self Check.mp4
|
2026-05-22 20:09 |
7.5 MB |
| 341-Cleaning_Preprocessing Tweets for Analysis.mp4
|
2026-05-22 20:09 |
20.4 MB |
| 342-Twitter Streaming API.mp4
|
2026-05-22 20:10 |
5.0 MB |
| 343-Creating a Subclass of StreamListener.mp4
|
2026-05-22 20:10 |
51.6 MB |
| 344-Initiating Stream Processing.mp4
|
2026-05-22 20:10 |
42.1 MB |
| 345-Twitter Restrictions Note.mp4
|
2026-05-22 20:10 |
4.3 MB |
| 346-Tweet Sentiment Analysis.mp4
|
2026-05-22 20:11 |
81.1 MB |
| 347-Geocoding and Mapping.mp4
|
2026-05-22 20:11 |
21.8 MB |
| 348-Getting and Mapping the Tweets.mp4
|
2026-05-22 20:13 |
130.8 MB |
| 349-Utility Functions in tweetutilities.py and Class LocationListener.mp4
|
2026-05-22 20:13 |
51.0 MB |
| 350-Lesson 13 Overview - IBM Watson and Cognitive Computing; Building a Speech-to-Speech Translator.mp4
|
2026-05-22 20:13 |
8.2 MB |
| 351-Introduction to Watson.mp4
|
2026-05-22 20:13 |
21.7 MB |
| 352-IBM Cloud Account and Cloud Console.mp4
|
2026-05-22 20:13 |
11.6 MB |
| 353-Watson Services - Watson Assistant Demo.mp4
|
2026-05-22 20:14 |
16.3 MB |
| 354-Watson Services - Visual Recognition.mp4
|
2026-05-22 20:14 |
21.9 MB |
| 355-Watson Services - Speech to Text.mp4
|
2026-05-22 20:14 |
14.5 MB |
| 356-Watson Services - Text to Speech.mp4
|
2026-05-22 20:14 |
9.0 MB |
| 357-Watson Services - Language Translator.mp4
|
2026-05-22 20:14 |
7.2 MB |
| 358-Watson Services - Natural Language Understanding.mp4
|
2026-05-22 20:15 |
13.9 MB |
| 359-Watson Services - Personality Insights.mp4
|
2026-05-22 20:15 |
12.0 MB |
| 360-Additional Services and Tools.mp4
|
2026-05-22 20:15 |
17.0 MB |
| 361-Watson Developer Cloud Python SDK.mp4
|
2026-05-22 20:15 |
12.4 MB |
| 362-Case Study - Traveler's Companion Translation App.mp4
|
2026-05-22 20:16 |
6.0 MB |
| 363-Before You run the App.mp4
|
2026-05-22 20:16 |
8.5 MB |
| 364-Before You run the App - Registering for the Speech to Text Service.mp4
|
2026-05-22 20:16 |
15.7 MB |
| 365-Before You run the App - Registering for the Text to Speech Service.mp4
|
2026-05-22 20:16 |
7.9 MB |
| 366-Before You run the App - Registering for the Language Translator Service.mp4
|
2026-05-22 20:16 |
5.2 MB |
| 367-Test-Driving the App.mp4
|
2026-05-22 20:17 |
51.9 MB |
| 368-SimpleLanguageTranslator.py Script Walkthrough.mp4
|
2026-05-22 20:17 |
5.5 MB |
| 369-SimpleLanguageTranslator.py Script Walkthrough - Importing Watson SDK Classes from the ibm_watson Module.mp4
|
2026-05-22 20:17 |
13.2 MB |
| 370-SimpleLanguageTranslator.py Script Walkthrough - Other Imported Modules.mp4
|
2026-05-22 20:17 |
8.2 MB |
| 371-SimpleLanguageTranslator.py Script Walkthrough - Main Program - Function run_translator.mp4
|
2026-05-22 20:17 |
41.7 MB |
| 372-SimpleLanguageTranslator.py Script Walkthrough - Function speech_to_text.mp4
|
2026-05-22 20:17 |
39.4 MB |
| 373-SimpleLanguageTranslator.py Script Walkthrough - Function translate.mp4
|
2026-05-22 20:18 |
23.0 MB |
| 374-SimpleLanguageTranslator.py Script Walkthrough - Function text_to_speech.mp4
|
2026-05-22 20:18 |
15.1 MB |
| 375-SimpleLanguageTranslator.py Script Walkthrough - Function record_audio.mp4
|
2026-05-22 20:18 |
32.6 MB |
| 376-SimpleLanguageTranslator.py Script Walkthrough - Function play_audio.mp4
|
2026-05-22 20:18 |
6.0 MB |
| 377-Watson Resources.mp4
|
2026-05-22 20:18 |
14.2 MB |
| 378-Lesson 14 Overview - Machine Learning - Classification, Regression and Clustering.mp4
|
2026-05-22 20:18 |
38.8 MB |
| 379-Introduction to Machine Learning.mp4
|
2026-05-22 20:19 |
56.4 MB |
| 380-Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 1.mp4
|
2026-05-22 20:19 |
27.5 MB |
| 381-k-Nearest Neighbors Algorithm.mp4
|
2026-05-22 20:19 |
22.8 MB |
| 382-k-Nearest Neighbors Algorithm - Hyperparameters and Hyperparameter Tuning.mp4
|
2026-05-22 20:19 |
8.5 MB |
| 383-Loading the Dataset.mp4
|
2026-05-22 20:19 |
5.2 MB |
| 384-Loading the Dataset - Displaying the Description.mp4
|
2026-05-22 20:19 |
16.7 MB |
| 385-Loading the Dataset - Checking the Sample and Target Sizes.mp4
|
2026-05-22 20:19 |
13.1 MB |
| 386-Loading the Dataset - A Sample Digit Image.mp4
|
2026-05-22 20:19 |
7.6 MB |
| 387-Loading the Dataset - Preparing the Data for Use with Scikit-Learn.mp4
|
2026-05-22 20:20 |
11.2 MB |
| 388-Visualizing the Data.mp4
|
2026-05-22 20:20 |
24.4 MB |
| 389-Splitting the Data for Training and Testing.mp4
|
2026-05-22 20:20 |
24.1 MB |
| 390-Creating the Model.mp4
|
2026-05-22 20:20 |
7.4 MB |
| 391-Training the Model.mp4
|
2026-05-22 20:20 |
16.3 MB |
| 392-Predicting Digit Classes.mp4
|
2026-05-22 20:20 |
16.5 MB |
| 393-Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4
|
2026-05-22 20:20 |
2.5 MB |
| 394-Metrics for Model Accuracy - Estimator Method score.mp4
|
2026-05-22 20:20 |
3.8 MB |
| 395-Metrics for Model Accuracy - Confusion Matrix.mp4
|
2026-05-22 20:20 |
19.7 MB |
| 396-Metrics for Model Accuracy - Classification Report.mp4
|
2026-05-22 20:21 |
14.9 MB |
| 397-Metrics for Model Accuracy - Visualizing the Confusion Matrix.mp4
|
2026-05-22 20:21 |
16.2 MB |
| 398-K-Fold Cross-Validation.mp4
|
2026-05-22 20:21 |
23.8 MB |
| 399-Running Multiple Models to Find the Best One.mp4
|
2026-05-22 20:21 |
28.6 MB |
| 400-Hyperparameter Tuning.mp4
|
2026-05-22 20:21 |
22.7 MB |
| 401-Case Study - Time Series and Simple Linear Regression.mp4
|
2026-05-22 20:21 |
12.6 MB |
| 402-Loading the Average High Temperatures into a DataFrame.mp4
|
2026-05-22 20:22 |
11.2 MB |
| 403-Splitting the Data for Training and Testing.mp4
|
2026-05-22 20:22 |
19.3 MB |
| 404-Training the Model.mp4
|
2026-05-22 20:22 |
13.0 MB |
| 405-Testing the Model.mp4
|
2026-05-22 20:22 |
6.0 MB |
| 406-Predicting Future Temperatures and Estimating Past Temperatures.mp4
|
2026-05-22 20:22 |
8.3 MB |
| 407-Visualizing the Dataset with the Regression Line.mp4
|
2026-05-22 20:22 |
18.8 MB |
| 408-Overfitting_Underfitting.mp4
|
2026-05-22 20:22 |
7.1 MB |
| 409-Case Study - Multiple Linear Regression with the California Housing Dataset.mp4
|
2026-05-22 20:22 |
7.6 MB |
| 410-Loading the Dataset.mp4
|
2026-05-22 20:23 |
24.8 MB |
| 411-Exploring the Data with Pandas.mp4
|
2026-05-22 20:23 |
24.4 MB |
| 412-Visualizing the Features.mp4
|
2026-05-22 20:23 |
61.8 MB |
| 413-Splitting the Data for Training and Testing.mp4
|
2026-05-22 20:23 |
5.9 MB |
| 414-Training the Model.mp4
|
2026-05-22 20:23 |
15.7 MB |
| 415-Testing the Model.mp4
|
2026-05-22 20:23 |
6.6 MB |
| 416-Visualizing the Expected vs. Predicted Prices.mp4
|
2026-05-22 20:24 |
26.4 MB |
| 417-Regression Model Metrics.mp4
|
2026-05-22 20:24 |
12.1 MB |
| 418-Choosing the Best Model.mp4
|
2026-05-22 20:24 |
24.8 MB |
| 419-Case Study - Unsupervised Machine Learning, Part 1--Dimensionality Reduction.mp4
|
2026-05-22 20:24 |
19.8 MB |
| 420-Loading the Digits Dataset.mp4
|
2026-05-22 20:24 |
6.5 MB |
| 421-Creating a TSNE Estimator for Dimensionality Reduction.mp4
|
2026-05-22 20:24 |
12.0 MB |
| 422-Transforming the Digits Dataset's Features into Two Dimensions.mp4
|
2026-05-22 20:24 |
7.4 MB |
| 423-Visualizing the Reduced Data.mp4
|
2026-05-22 20:24 |
13.7 MB |
| 424-Visualizing the Reduced Data with Different Colors for Each Digit.mp4
|
2026-05-22 20:24 |
16.3 MB |
| 425-Visualizing the Reduced Data in 3D.mp4
|
2026-05-22 20:24 |
22.3 MB |
| 426-Case Study - Unsupervised Machine Learning, Part 2--k-Means Clustering.mp4
|
2026-05-22 20:25 |
12.6 MB |
| 427-Loading the Iris Dataset.mp4
|
2026-05-22 20:25 |
12.5 MB |
| 428-Exploring the Iris Dataset - Descriptive Statistics with Pandas.mp4
|
2026-05-22 20:25 |
21.7 MB |
| 429-Visualizing the Dataset with a Seaborn pairplot.mp4
|
2026-05-22 20:25 |
35.7 MB |
| 430-Using a KMeans Estimator.mp4
|
2026-05-22 20:25 |
19.3 MB |
| 431-Dimensionality Reduction with Principal Component Analysis.mp4
|
2026-05-22 20:25 |
36.8 MB |
| 432-Choosing the Best Clustering Estimator.mp4
|
2026-05-22 20:26 |
24.6 MB |
| 433-Lesson 15 Overview - Deep Learning.mp4
|
2026-05-22 20:26 |
36.8 MB |
| 434-Introduction.mp4
|
2026-05-22 20:26 |
23.4 MB |
| 435-Deep Learning Applications.mp4
|
2026-05-22 20:26 |
11.5 MB |
| 436-Deep Learning Demos.mp4
|
2026-05-22 20:26 |
7.9 MB |
| 437-Keras Resources.mp4
|
2026-05-22 20:26 |
6.6 MB |
| 438-Keras Built-In Datasets.mp4
|
2026-05-22 20:26 |
6.6 MB |
| 439-Custom Anaconda Environments.mp4
|
2026-05-22 20:27 |
28.6 MB |
| 440-Neural Networks.mp4
|
2026-05-22 20:27 |
21.4 MB |
| 441-Tensors.mp4
|
2026-05-22 20:27 |
13.7 MB |
| 442-Convolutional Neural Networks for Vision; Multi-Classification with the MNIST Dataset.mp4
|
2026-05-22 20:27 |
11.6 MB |
| 443-Reproducibility in Keras and Deep Learning.mp4
|
2026-05-22 20:27 |
5.0 MB |
| 444-Basic Keras Neural Network.mp4
|
2026-05-22 20:27 |
11.0 MB |
| 445-Loading the MNIST Dataset.mp4
|
2026-05-22 20:28 |
26.9 MB |
| 446-Data Exploration.mp4
|
2026-05-22 20:28 |
4.0 MB |
| 447-Visualizing Digits.mp4
|
2026-05-22 20:28 |
25.6 MB |
| 448-Reshaping the Image Data.mp4
|
2026-05-22 20:28 |
17.4 MB |
| 449-Normalizing the Image Data.mp4
|
2026-05-22 20:28 |
9.3 MB |
| 450-One-Hot Encoding - Converting the Labels From Integers to Categorical Data.mp4
|
2026-05-22 20:28 |
18.6 MB |
| 451-Creating the Neural Network.mp4
|
2026-05-22 20:28 |
4.1 MB |
| 452-Adding Layers to the Network.mp4
|
2026-05-22 20:29 |
6.2 MB |
| 453-Convolution.mp4
|
2026-05-22 20:29 |
25.9 MB |
| 454-Adding a Conv2D Convolution Layer to Our Model.mp4
|
2026-05-22 20:29 |
16.5 MB |
| 455-Dimensionality of the First Convolution Layer’s Output.mp4
|
2026-05-22 20:29 |
6.9 MB |
| 456-Overfitting.mp4
|
2026-05-22 20:29 |
11.9 MB |
| 457-Adding a Pooling Layer.mp4
|
2026-05-22 20:29 |
14.0 MB |
| 458-Adding Another Convolutional Layer and Pooling Layer.mp4
|
2026-05-22 20:30 |
13.2 MB |
| 459-Flattening the Results to One Dimension with a Keras Flatten Layer.mp4
|
2026-05-22 20:30 |
5.2 MB |
| 460-Adding a Dense Layer to Reduce the Number of Features.mp4
|
2026-05-22 20:30 |
9.2 MB |
| 461-Adding Another Dense Layer to Produce the Final Output.mp4
|
2026-05-22 20:30 |
5.2 MB |
| 462-Printing the Model's Summary.mp4
|
2026-05-22 20:30 |
13.3 MB |
| 463-Visualizing a Model’s Structure.mp4
|
2026-05-22 20:30 |
10.7 MB |
| 464-Compiling the Model.mp4
|
2026-05-22 20:30 |
8.5 MB |
| 465-Training and Evaluating the Model.mp4
|
2026-05-22 20:30 |
26.6 MB |
| 466-Evaluating the Model on Unseen Data.mp4
|
2026-05-22 20:30 |
6.1 MB |
| 467-Making Predictions.mp4
|
2026-05-22 20:31 |
7.1 MB |
| 468-Locating the Incorrect Predictions.mp4
|
2026-05-22 20:31 |
11.8 MB |
| 469-Visualizing Incorrect Predictions.mp4
|
2026-05-22 20:31 |
15.5 MB |
| 470-Displaying the Probabilities for Several Incorrect Predictions.mp4
|
2026-05-22 20:31 |
16.4 MB |
| 471-Saving and Loading a Model.mp4
|
2026-05-22 20:31 |
7.4 MB |
| 472-Visualizing Neural Network Training with TensorBoard.mp4
|
2026-05-22 20:31 |
76.1 MB |
| 473-ConvnetJS - Browser-Based Deep-Learning Training and Visualization.mp4
|
2026-05-22 20:32 |
21.1 MB |
| 474-Recurrent Neural Networks for Sequences; Sentiment Analysis with the IMDb Dataset.mp4
|
2026-05-22 20:32 |
20.4 MB |
| 475-Loading the IMDb Movie Reviews Dataset.mp4
|
2026-05-22 20:32 |
20.1 MB |
| 476-Data Exploration.mp4
|
2026-05-22 20:32 |
9.0 MB |
| 477-Movie Review Encodings and Decoding a Review.mp4
|
2026-05-22 20:32 |
33.3 MB |
| 478-Data Preparation.mp4
|
2026-05-22 20:32 |
18.6 MB |
| 479-Creating the Neural Network.mp4
|
2026-05-22 20:33 |
2.2 MB |
| 480-Adding an Embedding Layer.mp4
|
2026-05-22 20:33 |
13.3 MB |
| 481-Adding an LSTM Layer.mp4
|
2026-05-22 20:33 |
15.4 MB |
| 482-Adding a Dense Output Layer.mp4
|
2026-05-22 20:33 |
2.5 MB |
| 483-Compiling the Model and Displaying the Summary.mp4
|
2026-05-22 20:33 |
8.0 MB |
| 484-Training and Evaluating the Model (1 of 2).mp4
|
2026-05-22 20:33 |
20.8 MB |
| 485-Training and Evaluating the Model (2 of 2).mp4
|
2026-05-22 20:33 |
8.4 MB |
| 486-Tuning Deep Learning Models.mp4
|
2026-05-22 20:33 |
13.0 MB |
| 487-Lesson 16 Overview - Big Data - Hadoop, Spark, NoSQL (MongoDB) and IoT.mp4
|
2026-05-22 20:34 |
52.3 MB |
| 488-Introduction--Databases.mp4
|
2026-05-22 20:34 |
11.0 MB |
| 489-Introduction--Apache Hadoop and Apache Spark.mp4
|
2026-05-22 20:34 |
13.2 MB |
| 490-Introduction--Internet of Things.mp4
|
2026-05-22 20:34 |
6.2 MB |
| 491-Introduction--Experience Cloud and Desktop Big-Data Software.mp4
|
2026-05-22 20:34 |
11.4 MB |
| 492-Introduction--Big Data Sources.mp4
|
2026-05-22 20:34 |
5.0 MB |
| 493-Relational Databases and Structured Query Language (SQL).mp4
|
2026-05-22 20:35 |
11.2 MB |
| 494-A books Database.mp4
|
2026-05-22 20:35 |
38.8 MB |
| 495-SELECT Queries.mp4
|
2026-05-22 20:35 |
3.5 MB |
| 496-WHERE Clause.mp4
|
2026-05-22 20:35 |
9.6 MB |
| 497-ORDER BY Clause.mp4
|
2026-05-22 20:35 |
7.9 MB |
| 498-Merging Data from Multiple Tables - INNER JOIN.mp4
|
2026-05-22 20:35 |
5.4 MB |
| 499-INSERT INTO Statement.mp4
|
2026-05-22 20:35 |
7.4 MB |
| 500-UPDATE Statement.mp4
|
2026-05-22 20:35 |
4.6 MB |
| 501-DELETE FROM Statement.mp4
|
2026-05-22 20:36 |
5.7 MB |
| 502-NoSQL and NewSQL Big-Data Databases - A Brief Tour.mp4
|
2026-05-22 20:36 |
13.2 MB |
| 503-NoSQL Key-Value Databases.mp4
|
2026-05-22 20:36 |
5.2 MB |
| 504-NoSQL Document Databases.mp4
|
2026-05-22 20:36 |
5.2 MB |
| 505-NoSQL Columnar Databases.mp4
|
2026-05-22 20:36 |
9.3 MB |
| 506-NoSQL Graph Databases.mp4
|
2026-05-22 20:36 |
7.9 MB |
| 507-NewSQL Databases.mp4
|
2026-05-22 20:37 |
13.8 MB |
| 508-Case Study - A MongoDB JSON Document Database.mp4
|
2026-05-22 20:37 |
12.5 MB |
| 509-Creating the MongoDB Atlas Cluster.mp4
|
2026-05-22 20:37 |
27.3 MB |
| 510-Streaming Tweets into MongoDB.mp4
|
2026-05-22 20:37 |
88.2 MB |
| 511-Hadoop.mp4
|
2026-05-22 20:38 |
2.7 MB |
| 512-Hadoop Overview.mp4
|
2026-05-22 20:39 |
25.9 MB |
| 513-Summarizing Word Lengths in Romeo and Juliet via MapReduce.mp4
|
2026-05-22 20:39 |
9.4 MB |
| 514-Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 1.mp4
|
2026-05-22 20:39 |
14.5 MB |
| 515-Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 2.mp4
|
2026-05-22 20:39 |
44.0 MB |
| 516-Hadoop Streaming.mp4
|
2026-05-22 20:39 |
9.9 MB |
| 517-Implementing the Mapper.mp4
|
2026-05-22 20:39 |
17.3 MB |
| 518-Implementing the Reducer.mp4
|
2026-05-22 20:39 |
13.7 MB |
| 519-Preparing to Run the MapReduce Example.mp4
|
2026-05-22 20:40 |
25.6 MB |
| 520-Running the MapReduce Job.mp4
|
2026-05-22 20:40 |
49.6 MB |
| 521-Spark Overview.mp4
|
2026-05-22 20:40 |
22.5 MB |
| 522-Docker and the Jupyter Docker Stacks.mp4
|
2026-05-22 20:41 |
64.6 MB |
| 523-Word Count with Spark.mp4
|
2026-05-22 20:41 |
57.3 MB |
| 524-Spark Word Count on Microsoft Azure.mp4
|
2026-05-22 20:41 |
64.6 MB |
| 525-Spark Streaming - Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4
|
2026-05-22 20:41 |
23.2 MB |
| 526-Streaming Tweets to a Socket.mp4
|
2026-05-22 20:42 |
41.2 MB |
| 527-Summarizing Tweet Hashtags; Introducing Spark SQL.mp4
|
2026-05-22 20:42 |
76.2 MB |
| 528-Internet of Things and Dashboards.mp4
|
2026-05-22 20:42 |
4.4 MB |
| 529-Publish and Subscribe.mp4
|
2026-05-22 20:42 |
2.5 MB |
| 530-Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4
|
2026-05-22 20:42 |
34.6 MB |
| 531-Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard.io.mp4
|
2026-05-22 20:43 |
49.7 MB |
| 532-Creating a Python PubNub Subscriber.mp4
|
2026-05-22 20:43 |
53.8 MB |