03-10-2025, 09:55 AM
![[Image: 539499712_359020115_tuto.jpg]](https://img100.pixhost.to/images/617/539499712_359020115_tuto.jpg)
8.55 GB | 23min 55s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :001 Introduction to Python Fundamentals Part 1.mp4 | Size: (181.46 MB)
FileName :001 Lesson Overview Before You Begin.mp4 | Size: (17.63 MB)
FileName :002 Getting the code.mp4 | Size: (1.34 MB)
FileName :003 Structure of the examples folder.mp4 | Size: (9.94 MB)
FileName :004 Installing Anaconda.mp4 | Size: (7.78 MB)
FileName :005 Updating Anaconda.mp4 | Size: (16.48 MB)
FileName :006 Package managers.mp4 | Size: (5.06 MB)
FileName :007 Installing jupyter-matplotlib.mp4 | Size: (2.69 MB)
FileName :008 Twitter developer account.mp4 | Size: (4.17 MB)
FileName :009 Getting your questions answered.mp4 | Size: (4.28 MB)
FileName :001 Lesson 01 Overview Test-Drives Using IPython and Jupyter Notebooks.mp4 | Size: (30.28 MB)
FileName :002 Using IPython Interactive Mode as a Calculator.mp4 | Size: (33.91 MB)
FileName :003 Executing a Python Program Using the IPython Interpreter.mp4 | Size: (20 MB)
FileName :004 Writing and Executing Code in a Jupyter Notebook.mp4 | Size: (53.69 MB)
FileName :001 Lesson 02 Overview Intro to Python Programming.mp4 | Size: (26.36 MB)
FileName :002 Variables and Assignment Statements.mp4 | Size: (35 MB)
FileName :003 Self Check.mp4 | Size: (9.14 MB)
FileName :004 Arithmetic.mp4 | Size: (27.06 MB)
FileName :005 Self Check.mp4 | Size: (9.8 MB)
FileName :006 Function print and an Intro to Single- and Double-Quoted Strings.mp4 | Size: (24.35 MB)
FileName :007 Self Check.mp4 | Size: (6.72 MB)
FileName :008 Triple-Quoted Strings.mp4 | Size: (18.21 MB)
FileName :009 Self Check.mp4 | Size: (13.34 MB)
FileName :010 Getting Input from the User.mp4 | Size: (25.09 MB)
FileName :011 Self Check.mp4 | Size: (5.17 MB)
FileName :012 Decision Making The if Statement and Comparison Operators.mp4 | Size: (61.15 MB)
FileName :013 Self Check.mp4 | Size: (7.87 MB)
FileName :014 Objects and Dynamic Typing.mp4 | Size: (17.07 MB)
FileName :015 Self Check.mp4 | Size: (4.87 MB)
FileName :016 Intro to Data Science Basic Descriptive Statistics.mp4 | Size: (37.69 MB)
FileName :017 Self Check.mp4 | Size: (7.6 MB)
FileName :001 Lesson 03 Overview Control Statements.mp4 | Size: (25.85 MB)
FileName :002 if Statement.mp4 | Size: (20.08 MB)
FileName :003 Self Check.mp4 | Size: (9.76 MB)
FileName :004 if else and if elif else Statements.mp4 | Size: (25.09 MB)
FileName :005 Self Check.mp4 | Size: (7.11 MB)
FileName :006 while Statement.mp4 | Size: (4.53 MB)
FileName :007 Self Check.mp4 | Size: (5.74 MB)
FileName :008 for Statement; Iterables, Lists and Iterators; Built-in range Function.mp4 | Size: (26.09 MB)
FileName :009 Self Check.mp4 | Size: (9.08 MB)
FileName :010 Augmented Assignments.mp4 | Size: (4.69 MB)
FileName :011 Self Check.mp4 | Size: (3.48 MB)
FileName :012 Sequence-Controlled Iteration.mp4 | Size: (26.66 MB)
FileName :013 Self Check.mp4 | Size: (6.76 MB)
FileName :014 Sentinel-Controlled Iteration.mp4 | Size: (28.95 MB)
FileName :015 Built-In Function range A Deeper Look.mp4 | Size: (7.25 MB)
FileName :016 Self Check.mp4 | Size: (10.01 MB)
FileName :017 Using Type Decimal for Monetary Amounts.mp4 | Size: (47.08 MB)
FileName :018 Self Check.mp4 | Size: (10.35 MB)
FileName :019 break and continue Statements.mp4 | Size: (5.03 MB)
FileName :020 Boolean Operators and, or and not.mp4 | Size: (17.64 MB)
FileName :021 Self Check.mp4 | Size: (9.55 MB)
FileName :022 Intro to Data Science Measures of Central Tendency--Mean, Median and Mode.mp4 | Size: (23.66 MB)
FileName :023 Self Check.mp4 | Size: (14.71 MB)
FileName :001 Lesson 04 Overview Functions.mp4 | Size: (25.93 MB)
FileName :002 Defining Functions.mp4 | Size: (42.76 MB)
FileName :003 Self Check.mp4 | Size: (7.29 MB)
FileName :004 Functions with Multiple Parameters.mp4 | Size: (23.07 MB)
FileName :005 Self Check.mp4 | Size: (7.31 MB)
FileName :006 Random-Number Generation.mp4 | Size: (27.23 MB)
FileName :007 Self Check.mp4 | Size: (9.08 MB)
FileName :008 Case Study A Game of Chance.mp4 | Size: (56.3 MB)
FileName :009 Self Check.mp4 | Size: (8.74 MB)
FileName :010 math Module Functions.mp4 | Size: (9.06 MB)
FileName :011 Default Parameter Values.mp4 | Size: (6.93 MB)
FileName :012 Keyword Arguments.mp4 | Size: (14.19 MB)
FileName :013 Arbitrary Argument Lists.mp4 | Size: (11.62 MB)
FileName :014 Self Check.mp4 | Size: (13.1 MB)
FileName :015 Methods Functions That Belong to Objects.mp4 | Size: (16.19 MB)
FileName :016 Scope Rules.mp4 | Size: (28 MB)
FileName :017 import A Deeper Look.mp4 | Size: (11.36 MB)
FileName :018 Self Check.mp4 | Size: (4.91 MB)
FileName :019 Passing Arguments to Functions A Deeper Look.mp4 | Size: (20.54 MB)
FileName :020 Self Check.mp4 | Size: (5.06 MB)
FileName :021 Functional-Style Programming.mp4 | Size: (8.74 MB)
FileName :022 Intro to Data Science Measures of Dispersion.mp4 | Size: (27.95 MB)
FileName :001 Introduction to Python Fundamentals Part 2.mp4 | Size: (63.95 MB)
FileName :001 Lesson 05 Overview Sequences--Lists and Tuples.mp4 | Size: (23.9 MB)
FileName :002 Lists.mp4 | Size: (40.94 MB)
FileName :003 Self Check.mp4 | Size: (13.86 MB)
FileName :004 Tuples.mp4 | Size: (30.71 MB)
FileName :005 Self Check.mp4 | Size: (9.39 MB)
FileName :006 Unpacking Sequences.mp4 | Size: (28.81 MB)
FileName :007 Creating a primitive bar chart.mp4 | Size: (10.33 MB)
FileName :008 Self Check.mp4 | Size: (17.01 MB)
FileName :009 Sequence Slicing Part 1 Getting a Subset of a Sequence.mp4 | Size: (18.93 MB)
FileName :010 Sequence Slicing Part 2 Modifying a List.mp4 | Size: (15.59 MB)
FileName :011 Self Check.mp4 | Size: (17.4 MB)
FileName :012 del Statement.mp4 | Size: (7.28 MB)
FileName :013 Self Check.mp4 | Size: (8 MB)
FileName :014 Passing Lists to Functions.mp4 | Size: (12.23 MB)
FileName :015 Sorting Lists.mp4 | Size: (15.68 MB)
FileName :016 Self Check.mp4 | Size: (8.45 MB)
FileName :017 Searching Sequences.mp4 | Size: (21.45 MB)
FileName :018 Self Check.mp4 | Size: (6.04 MB)
FileName :019 Other List Methods.mp4 | Size: (28.47 MB)
FileName :020 Self Check.mp4 | Size: (9.59 MB)
FileName :021 Simulating Stacks with Lists.mp4 | Size: (4 MB)
FileName :022 List Comprehensions.mp4 | Size: (16.07 MB)
FileName :023 Self Check.mp4 | Size: (10.03 MB)
FileName :024 Generator Expressions.mp4 | Size: (13.15 MB)
FileName :025 Self Check.mp4 | Size: (8.1 MB)
FileName :026 Filter, Map and Reduce.mp4 | Size: (43.13 MB)
FileName :027 Self Check.mp4 | Size: (22.05 MB)
FileName :028 Other Sequence Processing Functions.mp4 | Size: (21.37 MB)
FileName :029 Self Check.mp4 | Size: (16.17 MB)
FileName :030 Two-Dimensional Lists.mp4 | Size: (13.82 MB)
FileName :031 Self Check.mp4 | Size: (10.11 MB)
FileName :032 Intro to Data Science Simulation and Static Visualizations.mp4 | Size: (6.72 MB)
FileName :033 Sample Graphs for 600, 60,000 and 6,000,000 Die Rolls.mp4 | Size: (12.33 MB)
FileName :034 Visualizing Die-Roll Frequencies and Percentages--Part 1.mp4 | Size: (29.58 MB)
FileName :035 Visualizing Die-Roll Frequencies and Percentages--Part 2.mp4 | Size: (37.78 MB)
FileName :036 Visualizing Die-Roll Frequencies and Percentages--Part 3.mp4 | Size: (39.47 MB)
FileName :037 Visualizing Die-Roll Frequencies and Percentages--Part 4.mp4 | Size: (28.63 MB)
FileName :001 Lesson 06 Overview Dictionaries and Sets.mp4 | Size: (28.64 MB)
FileName :002 Dictionaries.mp4 | Size: (3.87 MB)
FileName :003 Creating a Dictionary.mp4 | Size: (11.71 MB)
FileName :004 Self Check.mp4 | Size: (5.38 MB)
FileName :005 Iterating through a Dictionary.mp4 | Size: (7.75 MB)
FileName :006 Basic Dictionary Operarations.mp4 | Size: (19.91 MB)
FileName :007 Self Check.mp4 | Size: (5.55 MB)
FileName :008 Dictionary Methods keys and values.mp4 | Size: (18.61 MB)
FileName :009 Self Check.mp4 | Size: (7.75 MB)
FileName :010 Dictionary Comparisons.mp4 | Size: (5.86 MB)
FileName :011 Example Dictionary of Student Grades.mp4 | Size: (13.04 MB)
FileName :012 Example Word Counts.mp4 | Size: (22.88 MB)
FileName :013 Python Standard Library Module collections.mp4 | Size: (14.28 MB)
FileName :014 Self Check.mp4 | Size: (9.17 MB)
FileName :015 Dictionary Method update.mp4 | Size: (9.89 MB)
FileName :016 Dictionary Comprehensions.mp4 | Size: (10.16 MB)
FileName :017 Self Check.mp4 | Size: (6.86 MB)
FileName :018 Sets.mp4 | Size: (16.63 MB)
FileName :019 Self Check.mp4 | Size: (8.1 MB)
FileName :020 Comparing Sets.mp4 | Size: (16.25 MB)
FileName :021 Self Check.mp4 | Size: (11.07 MB)
FileName :022 Mathematical Set Operations.mp4 | Size: (15 MB)
FileName :023 Self Check.mp4 | Size: (8.77 MB)
FileName :024 Mutable Set Operators and Methods.mp4 | Size: (13.51 MB)
FileName :025 Set Comprehensions.mp4 | Size: (3.17 MB)
FileName :026 Intro to Data Science Dynamic Visualizations--Using Simulation and Dynamic Visualization to Demonstrate the Law of Large Numbers.mp4 | Size: (21.9 MB)
FileName :027 Intro to Data Science Dynamic Visualizations--Implementing Dynamic Visualization, Part 1.mp4 | Size: (75.03 MB)
FileName :001 Lesson 07 Overview Array-Oriented Programming with Numpy; Intro to Pandas.mp4 | Size: (23.06 MB)
FileName :002 Creating arrays from Existing Data.mp4 | Size: (6.85 MB)
FileName :003 Self Check.mp4 | Size: (11.12 MB)
FileName :004 array Attributes.mp4 | Size: (19.59 MB)
FileName :005 Self Check.mp4 | Size: (3.66 MB)
FileName :006 Filling arrays with Specific Values.mp4 | Size: (4.95 MB)
FileName :007 Creating arrays from Ranges.mp4 | Size: (14.93 MB)
FileName :008 Self Check.mp4 | Size: (6.69 MB)
FileName :009 List vs array Performance Introducing timeit.mp4 | Size: (34.33 MB)
FileName :010 Self Check.mp4 | Size: (8.12 MB)
FileName :011 array Operators.mp4 | Size: (17.92 MB)
FileName :012 Self Check.mp4 | Size: (4.4 MB)
FileName :013 NumPy Calculation Methods.mp4 | Size: (14.49 MB)
FileName :014 Self Check.mp4 | Size: (9.91 MB)
FileName :015 Universal Functions.mp4 | Size: (13.5 MB)
FileName :016 Self Check.mp4 | Size: (3.57 MB)
FileName :017 Indexing and Slicing.mp4 | Size: (13.71 MB)
FileName :018 Self Check.mp4 | Size: (9.94 MB)
FileName :019 Views Shallow Copies.mp4 | Size: (12.89 MB)
FileName :020 Deep Copies.mp4 | Size: (5.22 MB)
FileName :021 Reshaping and Transposing reshape vs resize.mp4 | Size: (4.84 MB)
FileName :022 Reshaping and Transposing flatten vs ravel.mp4 | Size: (8.63 MB)
FileName :023 Reshaping and Transposing Transposing Rows and Columns.mp4 | Size: (4.69 MB)
FileName :024 Reshaping and Transposing Horizontal and Vertical Stacking.mp4 | Size: (6.63 MB)
FileName :025 Self Check.mp4 | Size: (4.9 MB)
FileName :026 Intro to Data Science pandas Series and DataFrames.mp4 | Size: (11.3 MB)
FileName :027 Intro to Data Science pandas Series and DataFrames--pandas Series Part 1.mp4 | Size: (18.25 MB)
FileName :028 Intro to Data Science pandas Series and DataFrames--pandas Series Part 2.mp4 | Size: (15.11 MB)
FileName :029 Self Check.mp4 | Size: (16.68 MB)
FileName :030 Intro to Data Science pandas Series and DataFrames--Creating DataFrames and Customizing Indices.mp4 | Size: (13.96 MB)
FileName :031 Intro to Data Science pandas Series and DataFrames--Accessing a DataFrame's Columns.mp4 | Size: (4.79 MB)
FileName :032 Intro to Data Science pandas Series and DataFrames--Selecting Rows via the loc and iloc Attributes.mp4 | Size: (7.09 MB)
FileName :033 Intro to Data Science pandas Series and DataFrames--Selecting Rows via Slices and Lists with the loc and iloc Attributes.mp4 | Size: (6.88 MB)
FileName :034 Intro to Data Science pandas Series and DataFrames--Selecting Subsets of the Rows and Columns.mp4 | Size: (6.24 MB)
FileName :035 Intro to Data Science pandas Series and DataFrames--Boolean Indexing.mp4 | Size: (9.82 MB)
FileName :036 Intro to Data Science pandas Series and DataFrames--Accessing a Specific DataFrame Cell by Row and Column.mp4 | Size: (9.91 MB)
FileName :037 Intro to Data Science pandas Series and DataFrames--Descriptive Statistics.mp4 | Size: (11.6 MB)
FileName :038 Intro to Data Science pandas Series and DataFrames--Transposing the DataFrame with the T Attribute.mp4 | Size: (8.19 MB)
FileName :039 Intro to Data Science pandas Series and DataFrames--Sorting by Indices.mp4 | Size: (5.43 MB)
FileName :040 Intro to Data Science pandas Series and DataFrames--Sorting by Column Values.mp4 | Size: (16.37 MB)
FileName :041 Self Check.mp4 | Size: (15.95 MB)
FileName :001 Introduction to Python Fundamentals Part 3.mp4 | Size: (90.03 MB)
FileName :001 Lesson 08 Overview Strings--A Deeper Look; Pandas, Regular Expressions and Data Munging.mp4 | Size: (20.46 MB)
FileName :002 Formatting Strings--Presentation Types.mp4 | Size: (9.9 MB)
FileName :003 Self Check.mp4 | Size: (2.59 MB)
FileName :004 Formatting Strings--Field Widths and Alignment.mp4 | Size: (10.3 MB)
FileName :005 Self Check.mp4 | Size: (4.79 MB)
FileName :006 Formatting Strings--Numeric Formatting.mp4 | Size: (5.66 MB)
FileName :007 Self Check.mp4 | Size: (7.08 MB)
FileName :008 Formatting Strings--String's format Method.mp4 | Size: (7.27 MB)
FileName :009 Self Check.mp4 | Size: (13.1 MB)
FileName :010 Concatenating and Repeating Strings.mp4 | Size: (3.63 MB)
FileName :011 Self Check.mp4 | Size: (5.87 MB)
FileName :012 Stripping Whitespace from Strings.mp4 | Size: (2.78 MB)
FileName :013 Self Check.mp4 | Size: (4.15 MB)
FileName :014 Changing Character Case.mp4 | Size: (1.48 MB)
FileName :015 Self Check.mp4 | Size: (2.42 MB)
FileName :016 Comparison Operators for Strings.mp4 | Size: (3.79 MB)
FileName :017 Searching for Substrings.mp4 | Size: (11.59 MB)
FileName :018 Self Check.mp4 | Size: (5.47 MB)
FileName :019 Replacing Substrings.mp4 | Size: (1.54 MB)
FileName :020 Self Check.mp4 | Size: (2.98 MB)
FileName :021 Splitting and Joining Strings.mp4 | Size: (17.28 MB)
FileName :022 Self Check.mp4 | Size: (15.07 MB)
FileName :023 Characters and Character-Testing Methods.mp4 | Size: (5.95 MB)
FileName :024 Raw Strings.mp4 | Size: (4.97 MB)
FileName :025 Introduction to Regular Expressions.mp4 | Size: (3.29 MB)
FileName :026 re Module and Function fullmatch Part 1--Matching Literal Characters.mp4 | Size: (4.99 MB)
FileName :027 re Module and Function fullmatch Part 2--Metacharacters, Character Classes and Quantifiers.mp4 | Size: (12.15 MB)
FileName :028 re Module and Function fullmatch Part 3--Custom Character Classes.mp4 | Size: (10.96 MB)
FileName :029 re Module and Function fullmatch Part 1--Quantifiers.mp4 | Size: (11.97 MB)
FileName :030 Self Check.mp4 | Size: (8.94 MB)
FileName :031 Replacing Substrings and Splitting Strings.mp4 | Size: (7.79 MB)
FileName :032 Self Check.mp4 | Size: (8.14 MB)
FileName :033 Other Search Functions; Accessing Matches--Function search Finding the First Match Anywhere in a String.mp4 | Size: (6.55 MB)
FileName :034 Other Search Functions; Accessing Matches--Ignoring Case with the Optional flags Keyword Argument.mp4 | Size: (2.1 MB)
FileName :035 Other Search Functions; Accessing Matches--Metacharacters that Restrict Matches to the Beginning or End of a String.mp4 | Size: (3.96 MB)
FileName :036 Other Search Functions; Accessing Matches--Functions findall and finditer Finding All Matches in a String.mp4 | Size: (4.93 MB)
FileName :037 Other Search Functions; Accessing Matches--Capturing Substrings in a Match.mp4 | Size: (9.62 MB)
FileName :038 Self Check.mp4 | Size: (8.36 MB)
FileName :039 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 1 Introduction.mp4 | Size: (13.39 MB)
FileName :040 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 3 Data Validation.mp4 | Size: (10.81 MB)
FileName :041 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 4 Reformatting Your Data.mp4 | Size: (20.12 MB)
FileName :042 Self Check.mp4 | Size: (13.6 MB)
FileName :001 Lesson 09 Overview Files and Exceptions; Pandas, CSV Files and Simple Data Analysis.mp4 | Size: (31.25 MB)
FileName :002 Files.mp4 | Size: (2.51 MB)
FileName :003 Text-File Processing--Writing to a Text File Introducing the with Statement.mp4 | Size: (13.76 MB)
FileName :004 Self Check.mp4 | Size: (6.43 MB)
FileName :005 Text-File Processing--Reading Data from a Text File.mp4 | Size: (13.21 MB)
FileName :006 Self Check.mp4 | Size: (8.78 MB)
FileName :007 Updating Text Files.mp4 | Size: (15.18 MB)
FileName :008 Self Check.mp4 | Size: (12.4 MB)
FileName :009 Serialization with JSON--JSON Data Format.mp4 | Size: (7.14 MB)
FileName :010 Serialization with JSON--Serializing an Object to JSON.mp4 | Size: (9.26 MB)
FileName :011 Serialization with JSON--Deserializing a JSON Object into Python.mp4 | Size: (6.6 MB)
FileName :012 Serialization with JSON--Displaying JSON Text.mp4 | Size: (10.72 MB)
FileName :013 Self Check.mp4 | Size: (11.77 MB)
FileName :014 File Open Modes.mp4 | Size: (8.49 MB)
FileName :015 Handling Exceptions.mp4 | Size: (3.33 MB)
FileName :016 Division by Zero and Invalid Input.mp4 | Size: (5.82 MB)
FileName :017 try Statements.mp4 | Size: (25.89 MB)
FileName :018 Self Check.mp4 | Size: (7.7 MB)
FileName :019 finally Clause.mp4 | Size: (17.38 MB)
FileName :020 Self Check.mp4 | Size: (7.4 MB)
FileName :021 Explicitly Raising an Exception.mp4 | Size: (4.92 MB)
FileName :022 Stack Unwinding and Tracebacks.mp4 | Size: (10.6 MB)
FileName :023 Intro to Data Science Working with CSV Files--Python Standard Library Module csv.mp4 | Size: (20.79 MB)
FileName :024 Self Check.mp4 | Size: (8.67 MB)
FileName :025 Intro to Data Science Working with CSV Files--Reading CSV Files into Pandas DataFrames.mp4 | Size: (10.6 MB)
FileName :026 Intro to Data Science Working with CSV Files--Reading the Titanic Disaster Dataset.mp4 | Size: (19.68 MB)
FileName :027 Intro to Data Science Working with CSV Files--Simple Data Analysis with the Titanic Disaster Dataset.mp4 | Size: (12.24 MB)
FileName :028 Intro to Data Science Working with CSV Files--Passenger Age Histogram.mp4 | Size: (8.51 MB)
FileName :001 Lesson 10 Overview Object-Oriented Programming.mp4 | Size: (56.97 MB)
FileName :002 Custom Class Account--Test-Driving Class Account.mp4 | Size: (19.84 MB)
FileName :003 Custom Class Account--Account Class Definition.mp4 | Size: (41.22 MB)
FileName :004 Self Check.mp4 | Size: (21.37 MB)
FileName :005 Controlling Access to Attributes.mp4 | Size: (7.88 MB)
FileName :006 Properties for Data Access--Test-Driving Class Time.mp4 | Size: (18 MB)
FileName :007 Properties for Data Access--Class Time Definition.mp4 | Size: (60.15 MB)
FileName :008 Self Check.mp4 | Size: (17.74 MB)
FileName :009 Properties for Data Access--Class Time Definition Notes.mp4 | Size: (4.37 MB)
FileName :010 Simulating Private Attributes.mp4 | Size: (17.34 MB)
FileName :011 Case Study Card Shuffling and Dealing Simulation--Test Driving Classes Card and DeckOfCards.mp4 | Size: (15.33 MB)
FileName :012 Case Study Card Shuffling and Dealing Simulation--Class Card and an Introduction to Class Attributes.mp4 | Size: (32.51 MB)
FileName :013 Case Study Card Shuffling and Dealing Simulation--Class DeckOfCards.mp4 | Size: (23.84 MB)
FileName :014 Case Study Card Shuffling and Dealing Simulation--Displaying Card Images with Matplotlib.mp4 | Size: (53.52 MB)
FileName :015 Self Check.mp4 | Size: (16.45 MB)
FileName :016 Inheritance Base Classes and Subclasses.mp4 | Size: (13 MB)
FileName :017 Building an Inheritance Hierarchy and Introducing Polymorphism--Base Class CommissionEmployee.mp4 | Size: (29.56 MB)
FileName :018 Building an Inheritance Hierarchy and Introducing Polymorphism--Sublass SalariedCommissionEmployee.mp4 | Size: (36.13 MB)
FileName :019 Building an Inheritance Hierarchy and Introducing Polymorphism--Processing CommissionEmployees and SalariedCommissionEmployees Polymorphically.mp4 | Size: (18.24 MB)
FileName :020 Duck Typing and Polymorphism.mp4 | Size: (13.47 MB)
FileName :021 Operator Overloading.mp4 | Size: (12.5 MB)
FileName :022 Test-Driving Class Complex.mp4 | Size: (12.6 MB)
FileName :023 Class Complex Definition.mp4 | Size: (20.34 MB)
FileName :024 Self Check.mp4 | Size: (15.56 MB)
FileName :025 Named Tuples.mp4 | Size: (16.96 MB)
FileName :026 A Brief Intro to Python 3 7's New Data Classes.mp4 | Size: (3.4 MB)
FileName :027 A Brief Intro to Python 3 7's New Data Classes--Creating a Card Data Class.mp4 | Size: (30.07 MB)
FileName :028 A Brief Intro to Python 3 7's New Data Classes--Using the Card Data Class.mp4 | Size: (11.49 MB)
FileName :029 Self Check.mp4 | Size: (7.77 MB)
FileName :030 A Brief Intro to Python 3 7's New Data Classes--Advantages Over Named Tuples and Traditional Classes.mp4 | Size: (14.31 MB)
FileName :031 Unit Testing with Docstrings and doctest.mp4 | Size: (52.93 MB)
FileName :032 Self Check.mp4 | Size: (13.52 MB)
FileName :033 Namespaces and Scopes.mp4 | Size: (32.15 MB)
FileName :034 Intro to Data Science Time Series and Simple Linear Regression--Introduction.mp4 | Size: (27.74 MB)
FileName :035 Intro to Data Science Time Series and Simple Linear Regression--Components of the Simple Linear Regression Calculation.mp4 | Size: (11.76 MB)
FileName :036 Intro to Data Science Time Series and Simple Linear Regression--Loading the Average High Temperatures into a DataFrame.mp4 | Size: (8.29 MB)
FileName :037 Intro to Data Science Time Series and Simple Linear Regression--Cleaning the Data.mp4 | Size: (9.65 MB)
FileName :038 Intro to Data Science Time Series and Simple Linear Regression--Calculating Basic Descriptive Statistics for the Dataset.mp4 | Size: (3.44 MB)
FileName :039 Intro to Data Science Time Series and Simple Linear Regression--Forecasting Future January Average High Temperatures.mp4 | Size: (12.22 MB)
FileName :040 Intro to Data Science Time Series and Simple Linear Regression--Plotting the Average High Temperatures and a Regression Line.mp4 | Size: (16.86 MB)
FileName :001 Introduction to Python Fundamentals Part 4.mp4 | Size: (86.23 MB)
FileName :001 Lesson 11 Overview Natural Language Processing (NLP).mp4 | Size: (47.85 MB)
FileName :002 Introduction.mp4 | Size: (10.91 MB)
FileName :003 TextBlob.mp4 | Size: (24.75 MB)
FileName :004 Create a TextBlob.mp4 | Size: (5.39 MB)
FileName :005 Tokenizing Text into Sentences and Words.mp4 | Size: (4.99 MB)
FileName :006 Parts-of-Speech Tagging.mp4 | Size: (20.24 MB)
FileName :007 Extracting Noun Phrases.mp4 | Size: (7.89 MB)
FileName :008 Sentiment Analysis with TextBlob's Default Sentiment Analyzer.mp4 | Size: (7.33 MB)
FileName :009 Sentiment Analysis with the NaiveBayesAnalyzer.mp4 | Size: (17.02 MB)
FileName :010 Language Detection and Translation.mp4 | Size: (13.07 MB)
FileName :011 Inflection Pluralization and Singularization.mp4 | Size: (9.48 MB)
FileName :012 Spell Checking and Correction.mp4 | Size: (7.75 MB)
FileName :013 Normalization Stemming and Lemmatization.mp4 | Size: (5.13 MB)
FileName :014 Word Frequencies.mp4 | Size: (9.88 MB)
FileName :015 Getting Definitions, Synonyms and Antonyms from WordNet.mp4 | Size: (20.43 MB)
FileName :016 Deleting Stop Word.mp4 | Size: (10.94 MB)
FileName :017 n-grams.mp4 | Size: (10.86 MB)
FileName :018 Visualizing Word Frequencies with Pandas.mp4 | Size: (35.84 MB)
FileName :019 Visualizing Word Frequencies with Word Clouds.mp4 | Size: (28.79 MB)
FileName :020 Readability Assessment with Textatistic.mp4 | Size: (13.78 MB)
FileName :021 Named Entity Recognition with spaCy.mp4 | Size: (19.91 MB)
FileName :022 Similarity Detection with spaCy.mp4 | Size: (24.55 MB)
FileName :001 Lesson 12 Overview Data Mining Twitter.mp4 | Size: (26.88 MB)
FileName :002 Introduction.mp4 | Size: (11.22 MB)
FileName :003 Overview of the Twitter APIs.mp4 | Size: (34.2 MB)
FileName :004 Creating a Twitter Developer Account.mp4 | Size: (5.75 MB)
FileName :005 Getting Twitter Credentials--Creating an App.mp4 | Size: (17.12 MB)
FileName :006 What's in a Tweet.mp4 | Size: (31.21 MB)
FileName :007 Tweepy.mp4 | Size: (6.2 MB)
FileName :008 Authenticating with Twitter Via Tweepy.mp4 | Size: (14.23 MB)
FileName :009 Getting Information About a Twitter Account.mp4 | Size: (40.3 MB)
FileName :010 Self Check.mp4 | Size: (2.78 MB)
FileName :011 Introduction to Tweepy Cursors Getting an Account's Followers and Friends.mp4 | Size: (7.78 MB)
FileName :012 Determining an Account's Followers.mp4 | Size: (25.96 MB)
FileName :013 Self Check.mp4 | Size: (5.93 MB)
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FileName :018 Self Check.mp4 | Size: (2.56 MB)
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FileName :026 Twitter Streaming API.mp4 | Size: (4.43 MB)
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FileName :033 Utility Functions in tweetutilities py and Class LocationListener.mp4 | Size: (44.65 MB)
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FileName :003 IBM Cloud Account and Cloud Console.mp4 | Size: (10.31 MB)
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FileName :012 Watson Developer Cloud Python SDK.mp4 | Size: (11.15 MB)
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FileName :008 Loading the Dataset Checking the Sample and Target Sizes.mp4 | Size: (11.22 MB)
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FileName :016 Case Study Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 | Size: (2.29 MB)
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FileName :038 Testing the Model.mp4 | Size: (5.76 MB)
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FileName :040 Regression Model Metrics.mp4 | Size: (10.66 MB)
FileName :041 Choosing the Best Model.mp4 | Size: (21.56 MB)
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FileName :053 Training and Evaluating the Model (2 of 2).mp4 | Size: (7.59 MB)
FileName :054 Tuning Deep Learning Models.mp4 | Size: (11.72 MB)
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FileName :017 NoSQL Key-Value Databases.mp4 | Size: (4.72 MB)
FileName :018 NoSQL Document Databases.mp4 | Size: (4.65 MB)
FileName :019 NoSQL Columnar Databases.mp4 | Size: (8.38 MB)
FileName :020 NoSQL Graph Databases.mp4 | Size: (6.99 MB)
FileName :021 NewSQL Databases.mp4 | Size: (12.41 MB)
FileName :022 Case Study A MongoDB JSON Document Database.mp4 | Size: (11.23 MB)
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FileName :024 Streaming Tweets into MongoDB.mp4 | Size: (80.23 MB)
FileName :025 Hadoop.mp4 | Size: (2.44 MB)
FileName :026 Hadoop Overview.mp4 | Size: (22.92 MB)
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FileName :030 Hadoop Streaming.mp4 | Size: (9 MB)
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FileName :035 Spark Overview.mp4 | Size: (19.96 MB)
FileName :036 Docker and the Jupyter Docker Stacks.mp4 | Size: (53.87 MB)
FileName :037 Word Count with Spark.mp4 | Size: (51.82 MB)
FileName :038 Spark Word Count on Microsoft Azure.mp4 | Size: (58.79 MB)
FileName :039 Spark Streaming Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4 | Size: (20.09 MB)
FileName :040 Streaming Tweets to a Socket.mp4 | Size: (37.42 MB)
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FileName :043 Publish and Subscribe.mp4 | Size: (2.28 MB)
FileName :044 Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4 | Size: (31.24 MB)
FileName :045 Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard io.mp4 | Size: (44.31 MB)
FileName :046 Creating a Python PubNub Subscriber.mp4 | Size: (48.09 MB)]
Screenshot
![[Image: Ac26XRFo_o.jpg]](https://images2.imgbox.com/2b/a0/Ac26XRFo_o.jpg)
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FileName :028 Watson Resources.mp4 | Size: (12.68 MB)
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FileName :016 Case Study Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 | Size: (2.29 MB)
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FileName :040 Regression Model Metrics.mp4 | Size: (10.66 MB)
FileName :041 Choosing the Best Model.mp4 | Size: (21.56 MB)
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FileName :044 Creating a TSNE Estimator for Dimensionality Reduction.mp4 | Size: (10.15 MB)
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FileName :021 Convolution.mp4 | Size: (22.68 MB)
FileName :022 Adding a Conv2D Convolution Layer to Our Model.mp4 | Size: (14.96 MB)
FileName :023 Dimensionality of the First Convolution Layer’s Output.mp4 | Size: (6.25 MB)
FileName :024 Overfitting.mp4 | Size: (10.41 MB)
FileName :025 Adding a Pooling Layer.mp4 | Size: (12.52 MB)
FileName :026 Adding Another Convolutional Layer and Pooling Layer.mp4 | Size: (11.5 MB)
FileName :027 Flattening the Results to One Dimension with a Keras Flatten Layer.mp4 | Size: (4.71 MB)
FileName :028 Adding a Dense Layer to Reduce the Number of Features.mp4 | Size: (7.72 MB)
FileName :029 Adding Another Dense Layer to Produce the Final Output.mp4 | Size: (4.66 MB)
FileName :030 Printing the Model's Summary.mp4 | Size: (11.81 MB)
FileName :031 Visualizing a Model’s Structure.mp4 | Size: (9.52 MB)
FileName :032 Compiling the Model.mp4 | Size: (7.6 MB)
FileName :033 Training and Evaluating the Model.mp4 | Size: (24.05 MB)
FileName :034 Evaluating the Model on Unseen Data.mp4 | Size: (5.4 MB)
FileName :035 Making Predictions.mp4 | Size: (6.34 MB)
FileName :036 Locating the Incorrect Predictions.mp4 | Size: (10.52 MB)
FileName :037 Visualizing Incorrect Predictions.mp4 | Size: (14.1 MB)
FileName :038 Displaying the Probabilities for Several Incorrect Predictions.mp4 | Size: (14.89 MB)
FileName :039 Saving and Loading a Model.mp4 | Size: (6.6 MB)
FileName :040 Visualizing Neural Network Training with TensorBoard.mp4 | Size: (69.16 MB)
FileName :041 ConvnetJS Browser-Based Deep-Learning Training and Visualization.mp4 | Size: (19.45 MB)
FileName :042 Recurrent Neural Networks for Sequences; Sentiment Analysis with the IMDb Dataset.mp4 | Size: (18.15 MB)
FileName :043 Loading the IMDb Movie Reviews Dataset.mp4 | Size: (18.22 MB)
FileName :044 Data Exploration.mp4 | Size: (8.12 MB)
FileName :045 Movie Review Encodings and Decoding a Review.mp4 | Size: (30.01 MB)
FileName :046 Data Preparation.mp4 | Size: (16.76 MB)
FileName :047 Creating the Neural Network.mp4 | Size: (1.92 MB)
FileName :048 Adding an Embedding Layer.mp4 | Size: (11.99 MB)
FileName :049 Adding an LSTM Layer.mp4 | Size: (14.23 MB)
FileName :050 Adding a Dense Output Layer.mp4 | Size: (2.21 MB)
FileName :051 Compiling the Model and Displaying the Summary.mp4 | Size: (7.21 MB)
FileName :052 Training and Evaluating the Model (1 of 2).mp4 | Size: (18.53 MB)
FileName :053 Training and Evaluating the Model (2 of 2).mp4 | Size: (7.59 MB)
FileName :054 Tuning Deep Learning Models.mp4 | Size: (11.72 MB)
FileName :001 Lesson 16 Overview Big Data Hadoop, Spark, NoSQL (MongoDB) and IoT.mp4 | Size: (82.72 MB)
FileName :002 Introduction--Databases.mp4 | Size: (9.86 MB)
FileName :003 Introduction--Apache Hadoop and Apache Spark.mp4 | Size: (11.88 MB)
FileName :004 Introduction--Internet of Things.mp4 | Size: (5.44 MB)
FileName :005 Introduction--Experience Cloud and Desktop Big-Data Software.mp4 | Size: (10.07 MB)
FileName :006 Introduction--Big Data Sources.mp4 | Size: (4.43 MB)
FileName :007 Relational Databases and Structured Query Language (SQL).mp4 | Size: (10.08 MB)
FileName :008 A books Database.mp4 | Size: (34.81 MB)
FileName :009 SELECT Queries.mp4 | Size: (3.03 MB)
FileName :010 WHERE Clause.mp4 | Size: (8.57 MB)
FileName :011 ORDER BY Clause.mp4 | Size: (7.09 MB)
FileName :012 Merging Data from Multiple Tables INNER JOIN.mp4 | Size: (4.86 MB)
FileName :013 INSERT INTO Statement.mp4 | Size: (6.59 MB)
FileName :014 UPDATE Statement.mp4 | Size: (4.19 MB)
FileName :015 DELETE FROM Statement.mp4 | Size: (5.07 MB)
FileName :016 NoSQL and NewSQL Big-Data Databases A Brief Tour.mp4 | Size: (11.73 MB)
FileName :017 NoSQL Key-Value Databases.mp4 | Size: (4.72 MB)
FileName :018 NoSQL Document Databases.mp4 | Size: (4.65 MB)
FileName :019 NoSQL Columnar Databases.mp4 | Size: (8.38 MB)
FileName :020 NoSQL Graph Databases.mp4 | Size: (6.99 MB)
FileName :021 NewSQL Databases.mp4 | Size: (12.41 MB)
FileName :022 Case Study A MongoDB JSON Document Database.mp4 | Size: (11.23 MB)
FileName :023 Creating the MongoDB Atlas Cluster.mp4 | Size: (24.69 MB)
FileName :024 Streaming Tweets into MongoDB.mp4 | Size: (80.23 MB)
FileName :025 Hadoop.mp4 | Size: (2.44 MB)
FileName :026 Hadoop Overview.mp4 | Size: (22.92 MB)
FileName :027 Summarizing Word Lengths in Romeo and Juliet via MapReduce.mp4 | Size: (8.26 MB)
FileName :028 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight Part 1.mp4 | Size: (12.13 MB)
FileName :029 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight Part 2.mp4 | Size: (39.82 MB)
FileName :030 Hadoop Streaming.mp4 | Size: (9 MB)
FileName :031 Implementing the Mapper.mp4 | Size: (15.02 MB)
FileName :032 Implementing the Reducer.mp4 | Size: (11.72 MB)
FileName :033 Preparing to Run the MapReduce Example.mp4 | Size: (22.01 MB)
FileName :034 Running the MapReduce Job.mp4 | Size: (41.59 MB)
FileName :035 Spark Overview.mp4 | Size: (19.96 MB)
FileName :036 Docker and the Jupyter Docker Stacks.mp4 | Size: (53.87 MB)
FileName :037 Word Count with Spark.mp4 | Size: (51.82 MB)
FileName :038 Spark Word Count on Microsoft Azure.mp4 | Size: (58.79 MB)
FileName :039 Spark Streaming Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4 | Size: (20.09 MB)
FileName :040 Streaming Tweets to a Socket.mp4 | Size: (37.42 MB)
FileName :041 Summarizing Tweet Hashtags; Introducing Spark SQL.mp4 | Size: (69.3 MB)
FileName :042 Internet of Things and Dashboards.mp4 | Size: (3.78 MB)
FileName :043 Publish and Subscribe.mp4 | Size: (2.28 MB)
FileName :044 Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4 | Size: (31.24 MB)
FileName :045 Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard io.mp4 | Size: (44.31 MB)
FileName :046 Creating a Python PubNub Subscriber.mp4 | Size: (48.09 MB)]
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