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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)
FileName :014  Determining Whom an Account Follows.mp4 | Size:  (9.35 MB)
FileName :015  Getting a User's Recent Tweets.mp4 | Size:  (9.25 MB)
FileName :016  Self Check.mp4 | Size:  (2.57 MB)
FileName :017  Searching Recent Tweets.mp4 | Size:  (33.36 MB)
FileName :018  Self Check.mp4 | Size:  (2.56 MB)
FileName :019  Spotting Trends Twitter Trends API.mp4 | Size:  (2.47 MB)
FileName :020  Places with Trending Topics.mp4 | Size:  (13.06 MB)
FileName :021  Getting a List of Trending Topics.mp4 | Size:  (23.78 MB)
FileName :022  Self Check.mp4 | Size:  (6.18 MB)
FileName :023  Create a Word Cloud from Trending Topics.mp4 | Size:  (15.39 MB)
FileName :024  Self Check.mp4 | Size:  (6.72 MB)
FileName :025  CleaningPreprocessing Tweets for Analysis.mp4 | Size:  (18.02 MB)
FileName :026  Twitter Streaming API.mp4 | Size:  (4.43 MB)
FileName :027  Creating a Subclass of StreamListener.mp4 | Size:  (46.07 MB)
FileName :028  Initiating Stream Processing.mp4 | Size:  (37.47 MB)
FileName :029  Twitter Restrictions Note.mp4 | Size:  (3.83 MB)
FileName :030  Tweet Sentiment Analysis.mp4 | Size:  (70.09 MB)
FileName :031  Geocoding and Mapping.mp4 | Size:  (19.68 MB)
FileName :032  Getting and Mapping the Tweets.mp4 | Size:  (99.62 MB)
FileName :033  Utility Functions in tweetutilities py and Class LocationListener.mp4 | Size:  (44.65 MB)
FileName :001  Lesson 13 Overview IBM Watson and Cognitive Computing; Building a Speech-to-Speech Translator.mp4 | Size:  (13.52 MB)
FileName :002  Introduction to Watson.mp4 | Size:  (19.23 MB)
FileName :003  IBM Cloud Account and Cloud Console.mp4 | Size:  (10.31 MB)
FileName :004  Watson Services Watson Assistant Demo.mp4 | Size:  (14.25 MB)
FileName :005  Watson Services Visual Recognition.mp4 | Size:  (19.2 MB)
FileName :006  Watson Services Speech to Text.mp4 | Size:  (13.22 MB)
FileName :007  Watson Services Text to Speech.mp4 | Size:  (8.15 MB)
FileName :008  Watson Services Language Translator.mp4 | Size:  (6.35 MB)
FileName :009  Watson Services Natural Language Understanding.mp4 | Size:  (12.59 MB)
FileName :010  Watson Services Personality Insights.mp4 | Size:  (10.91 MB)
FileName :011  Additional Services and Tools.mp4 | Size:  (15.28 MB)
FileName :012  Watson Developer Cloud Python SDK.mp4 | Size:  (11.15 MB)
FileName :013  Case Study Traveler's Companion Translation App.mp4 | Size:  (5.44 MB)
FileName :014  Before You run the App.mp4 | Size:  (2.94 MB)
FileName :015  Before You run the App Registering for the Speech to Text Service.mp4 | Size:  (14.2 MB)
FileName :016  Before You run the App Registering for the Text to Speech Service.mp4 | Size:  (6.89 MB)
FileName :017  Before You run the App Registering for the Language Translator Service.mp4 | Size:  (4.63 MB)
FileName :018  Test-Driving the App.mp4 | Size:  (17.97 MB)
FileName :019  SimpleLanguageTranslator py Script Walkthrough.mp4 | Size:  (4.94 MB)
FileName :020  SimpleLanguageTranslator py Script Walkthrough Importing Watson SDK Classes from the ibm watson Module.mp4 | Size:  (10.81 MB)
FileName :021  SimpleLanguageTranslator py Script Walkthrough Other Imported Modules.mp4 | Size:  (7 MB)
FileName :022  SimpleLanguageTranslator py Script Walkthrough Main Program Function run translator.mp4 | Size:  (33.94 MB)
FileName :023  SimpleLanguageTranslator py Script Walkthrough Function speech to text.mp4 | Size:  (32.73 MB)
FileName :024  SimpleLanguageTranslator py Script Walkthrough Function translate.mp4 | Size:  (19.41 MB)
FileName :025  SimpleLanguageTranslator py Script Walkthrough Function text to speech.mp4 | Size:  (12.48 MB)
FileName :026  SimpleLanguageTranslator py Script Walkthrough Function record audio.mp4 | Size:  (27.87 MB)
FileName :027  SimpleLanguageTranslator py Script Walkthrough Function play audio.mp4 | Size:  (5.37 MB)
FileName :028  Watson Resources.mp4 | Size:  (12.68 MB)
FileName :001  Lesson 14 Overview Machine Learning Classification, Regression and Clustering.mp4 | Size:  (61.52 MB)
FileName :002  Introduction to Machine Learning.mp4 | Size:  (50.87 MB)
FileName :003  Case Study Classification with k-Nearest Neighbors and the Digits Dataset, Part 1.mp4 | Size:  (24.44 MB)
FileName :004  k-Nearest Neighbors Algorithm.mp4 | Size:  (7.95 MB)
FileName :005  k-Nearest Neighbors Algorithm Hyperparameters and Hyperparameter Tuning.mp4 | Size:  (7.39 MB)
FileName :006  Loading the Dataset.mp4 | Size:  (4.46 MB)
FileName :007  Loading the Dataset Displaying the Description.mp4 | Size:  (14.43 MB)
FileName :008  Loading the Dataset Checking the Sample and Target Sizes.mp4 | Size:  (11.22 MB)
FileName :009  Loading the Dataset A Sample Digit Image.mp4 | Size:  (6.67 MB)
FileName :010  Loading the Dataset Preparing the Data for Use with Scikit-Learn.mp4 | Size:  (9.89 MB)
FileName :011  Visualizing the Data.mp4 | Size:  (22.04 MB)
FileName :012  Splitting the Data for Training and Testing.mp4 | Size:  (21.62 MB)
FileName :013  Creating the Model.mp4 | Size:  (6.39 MB)
FileName :014  Training the Model.mp4 | Size:  (14.2 MB)
FileName :015  Predicting Digit Classes.mp4 | Size:  (14.71 MB)
FileName :016  Case Study Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 | Size:  (2.29 MB)
FileName :017  Metrics for Model Accuracy Estimator Method score.mp4 | Size:  (3.37 MB)
FileName :018  Metrics for Model Accuracy Confusion Matrix.mp4 | Size:  (17.58 MB)
FileName :019  Metrics for Model Accuracy Classification Report.mp4 | Size:  (13.3 MB)
FileName :020  Metrics for Model Accuracy Visualizing the Confusion Matrix.mp4 | Size:  (14.36 MB)
FileName :021  K-Fold Cross-Validation.mp4 | Size:  (21.1 MB)
FileName :022  Running Multiple Models to Find the Best One.mp4 | Size:  (24.71 MB)
FileName :023  Hyperparameter Tuning.mp4 | Size:  (19.63 MB)
FileName :024  Case Study Time Series and Simple Linear Regression.mp4 | Size:  (10.68 MB)
FileName :025  Loading the Average High Temperatures into a DataFrame.mp4 | Size:  (9.82 MB)
FileName :026  Splitting the Data for Training and Testing.mp4 | Size:  (16.94 MB)
FileName :027  Training the Model.mp4 | Size:  (11.53 MB)
FileName :028  Testing the Model.mp4 | Size:  (5.32 MB)
FileName :029  Predicting Future Temperatures and Estimating Past Temperatures.mp4 | Size:  (7.14 MB)
FileName :030  Visualizing the Dataset with the Regression Line.mp4 | Size:  (16.71 MB)
FileName :031  OverfittingUnderfitting.mp4 | Size:  (6.33 MB)
FileName :032  Case Study Multiple Linear Regression with the California Housing Dataset.mp4 | Size:  (6.42 MB)
FileName :033  Loading the Dataset.mp4 | Size:  (21.33 MB)
FileName :034  Exploring the Data with Pandas.mp4 | Size:  (21.33 MB)
FileName :035  Visualizing the Features.mp4 | Size:  (51.52 MB)
FileName :036  Splitting the Data for Training and Testing.mp4 | Size:  (5.24 MB)
FileName :037  Training the Model.mp4 | Size:  (13.75 MB)
FileName :038  Testing the Model.mp4 | Size:  (5.76 MB)
FileName :039  Visualizing the Expected vs  Predicted Prices.mp4 | Size:  (22.59 MB)
FileName :040  Regression Model Metrics.mp4 | Size:  (10.66 MB)
FileName :041  Choosing the Best Model.mp4 | Size:  (21.56 MB)
FileName :042  Case Study Unsupervised Machine Learning, Part 1--Dimensionality Reduction.mp4 | Size:  (17.58 MB)
FileName :043  Loading the Digits Dataset.mp4 | Size:  (2.28 MB)
FileName :044  Creating a TSNE Estimator for Dimensionality Reduction.mp4 | Size:  (10.15 MB)
FileName :045  Transforming the Digits Dataset's Features into Two Dimensions.mp4 | Size:  (6.45 MB)
FileName :046  Visualizing the Reduced Data.mp4 | Size:  (12.06 MB)
FileName :047  Visualizing the Reduced Data with Different Colors for Each Digit.mp4 | Size:  (14.64 MB)
FileName :048  Visualizing the Reduced Data in 3D.mp4 | Size:  (19.41 MB)
FileName :049  Case Study Unsupervised Machine Learning, Part 2--k-Means Clustering.mp4 | Size:  (11.08 MB)
FileName :050  Loading the Iris Dataset.mp4 | Size:  (11.07 MB)
FileName :051  Exploring the Iris Dataset Descriptive Statistics with Pandas.mp4 | Size:  (18.94 MB)
FileName :052  Visualizing the Dataset with a Seaborn pairplot.mp4 | Size:  (31.46 MB)
FileName :053  Using a KMeans Estimator.mp4 | Size:  (16.99 MB)
FileName :054  Dimensionality Reduction with Principal Component Analysis.mp4 | Size:  (32.64 MB)
FileName :055  Choosing the Best Clustering Estimator.mp4 | Size:  (22.17 MB)
FileName :001  Lesson 15 Overview Deep Learning.mp4 | Size:  (58.1 MB)
FileName :002  Introduction.mp4 | Size:  (21.08 MB)
FileName :003  Deep Learning Applications.mp4 | Size:  (10.25 MB)
FileName :004  Deep Learning Demos.mp4 | Size:  (6.92 MB)
FileName :005  Keras Resources.mp4 | Size:  (5.98 MB)
FileName :006  Keras Built-In Datasets.mp4 | Size:  (5.95 MB)
FileName :007  Custom Anaconda Environments.mp4 | Size:  (25.61 MB)
FileName :008  Neural Networks.mp4 | Size:  (19.25 MB)
FileName :009  Tensors.mp4 | Size:  (12.28 MB)
FileName :010  Convolutional Neural Networks for Vision; Multi-Classification with the MNIST Dataset.mp4 | Size:  (10.12 MB)
FileName :011  Reproducibility in Keras and Deep Learning.mp4 | Size:  (4.51 MB)
FileName :012  Basic Keras Neural Network.mp4 | Size:  (9.94 MB)
FileName :013  Loading the MNIST Dataset.mp4 | Size:  (22.42 MB)
FileName :014  Data Exploration.mp4 | Size:  (3.53 MB)
FileName :015  Visualizing Digits.mp4 | Size:  (23.18 MB)
FileName :016  Reshaping the Image Data.mp4 | Size:  (15.67 MB)
FileName :017  Normalizing the Image Data.mp4 | Size:  (8.24 MB)
FileName :018  One-Hot Encoding Converting the Labels From Integers to Categorical Data.mp4 | Size:  (16.23 MB)
FileName :019  Creating the Neural Network.mp4 | Size:  (3.64 MB)
FileName :020  Adding Layers to the Network.mp4 | Size:  (5.57 MB)
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‚Äôs 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‚Äôs 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)]
Screenshot
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