LiveLessons - Python Fundamentals - Full Updated Course

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    python-fundamentals-livelessons-1/01 Introduction to Python Fundamentals LiveLessons - Part 1.mp4 85.35 MB
    python-fundamentals-livelessons-1/02 Lesson overview.mp4 8.48 MB
    python-fundamentals-livelessons-1/03 Getting the code.mp4 3.05 MB
    python-fundamentals-livelessons-1/04 Structure of the examples folder.mp4 28.97 MB
    python-fundamentals-livelessons-1/05 Installing Anaconda.mp4 21.69 MB
    python-fundamentals-livelessons-1/06 Updating Anaconda.mp4 58.52 MB
    python-fundamentals-livelessons-1/07 Package managers.mp4 13.08 MB
    python-fundamentals-livelessons-1/08 Installing jupyter-matplotlib.mp4 6.66 MB
    python-fundamentals-livelessons-1/09 Twitter developer account.mp4 11.31 MB
    python-fundamentals-livelessons-1/10 Getting your questions answered.mp4 12.27 MB
    python-fundamentals-livelessons-1/11 Lesson overview.mp4 26.33 MB
    python-fundamentals-livelessons-1/12 Using IPython Interactive Mode as a Calculator.mp4 97.15 MB
    python-fundamentals-livelessons-1/13 Executing a Python Program Using the IPython Interpreter.mp4 53.75 MB
    python-fundamentals-livelessons-1/14 Writing and Executing Code in a Jupyter Notebook.mp4 160.98 MB
    python-fundamentals-livelessons-1/15 Lesson overview.mp4 15.03 MB
    python-fundamentals-livelessons-1/16 Variables and Assignment Statements.mp4 127.16 MB
    python-fundamentals-livelessons-1/17 Self Check.mp4 32.2 MB
    python-fundamentals-livelessons-1/18 Arithmetic.mp4 76.02 MB
    python-fundamentals-livelessons-1/19 Self Check.mp4 33.38 MB
    python-fundamentals-livelessons-1/20 Function print and an Intro to Single- and Double-Quoted Strings.mp4 71.74 MB
    python-fundamentals-livelessons-1/21 Self Check.mp4 22.46 MB
    python-fundamentals-livelessons-1/22 Triple-Quoted Strings.mp4 52.62 MB
    python-fundamentals-livelessons-1/23 Self Check.mp4 46.49 MB
    python-fundamentals-livelessons-1/24 Getting Input from the User.mp4 72.97 MB
    python-fundamentals-livelessons-1/25 Self Check.mp4 46.49 MB
    python-fundamentals-livelessons-1/26 Decision Making - The if Statement and Comparison Operators.mp4 186.9 MB
    python-fundamentals-livelessons-1/27 Self Check.mp4 26.96 MB
    python-fundamentals-livelessons-1/28 Objects and Dynamic Typing.mp4 48.02 MB
    python-fundamentals-livelessons-1/29 Self Check.mp4 16.75 MB
    python-fundamentals-livelessons-1/30 Intro to Data Science - Basic Descriptive Statistics.mp4 116.99 MB
    python-fundamentals-livelessons-1/31 Self Check.mp4 26.16 MB
    python-fundamentals-livelessons-1/32 Lesson overview.mp4 14.35 MB
    python-fundamentals-livelessons-1/33 if Statement.mp4 60.92 MB
    python-fundamentals-livelessons-1/34 Self Check.mp4 34.96 MB
    python-fundamentals-livelessons-1/35 if…else and if…elif…else Statements.mp4 71.18 MB
    python-fundamentals-livelessons-1/36 Self Check.mp4 24.17 MB
    python-fundamentals-livelessons-1/37 while Statement.mp4 13.45 MB
    python-fundamentals-livelessons-1/38 Self Check.mp4 20.59 MB
    python-fundamentals-livelessons-1/39 for Statement; Iterables, Lists and Iterators; Built-in range Function.mp4 80.47 MB
    python-fundamentals-livelessons-1/40 Self Check.mp4 32.03 MB
    python-fundamentals-livelessons-1/41 Augmented Assignments.mp4 14.38 MB
    python-fundamentals-livelessons-1/42 Self Check.mp4 12.35 MB
    python-fundamentals-livelessons-1/43 Sequence-Controlled Iteration.mp4 96.62 MB
    python-fundamentals-livelessons-1/44 Self Check.mp4 23.91 MB
    python-fundamentals-livelessons-1/45 Sentinel-Controlled Iteration.mp4 94.32 MB
    python-fundamentals-livelessons-1/46 Built-In Function range - A Deeper Look.mp4 22.36 MB
    python-fundamentals-livelessons-1/47 Self Check.mp4 35.5 MB
    python-fundamentals-livelessons-1/48 Using Type Decimal for Monetary Amounts.mp4 149.43 MB
    python-fundamentals-livelessons-1/49 Self Check.mp4 37.58 MB
    python-fundamentals-livelessons-1/50 break and continue Statements.mp4 15.88 MB
    python-fundamentals-livelessons-1/51 Boolean Operators and, or and not.mp4 51.81 MB
    python-fundamentals-livelessons-1/52 Self Check.mp4 34.13 MB
    python-fundamentals-livelessons-1/53 Intro to Data Science - Measures of Central Tendency—Mean, Median and Mode.mp4 68.6 MB
    python-fundamentals-livelessons-1/54 Self Check.mp4 50.9 MB
    python-fundamentals-livelessons-1/55 Lesson overview.mp4 15.74 MB
    python-fundamentals-livelessons-1/56 Defining Functions.mp4 143.61 MB
    python-fundamentals-livelessons-1/57 Self Check.mp4 25.34 MB
    python-fundamentals-livelessons-1/58 Functions with Multiple Parameters.mp4 70.66 MB
    python-fundamentals-livelessons-1/59 Self Check.mp4 25.16 MB
    python-fundamentals-livelessons-1/60 Random-Number Generation.mp4 133.27 MB
    python-fundamentals-livelessons-1/61 Self Check.mp4 31.56 MB
    python-fundamentals-livelessons-1/62 Case Study - A Game of Chance.mp4 193.71 MB
    python-fundamentals-livelessons-1/63 Self Check.mp4 30.18 MB
    python-fundamentals-livelessons-1/64 math Module Functions.mp4 31.92 MB
    python-fundamentals-livelessons-1/65 Default Parameter Values.mp4 22.27 MB
    python-fundamentals-livelessons-1/66 Keyword Arguments.mp4 47.04 MB
    python-fundamentals-livelessons-1/67 Arbitrary Argument Lists.mp4 37.45 MB
    python-fundamentals-livelessons-1/68 Self Check.mp4 48.05 MB
    python-fundamentals-livelessons-1/69 Methods - Functions That Belong to Objects.mp4 68.47 MB
    python-fundamentals-livelessons-1/70 Scope Rules.mp4 80.19 MB
    python-fundamentals-livelessons-1/71 import - A Deeper Look.mp4 33.83 MB
    python-fundamentals-livelessons-1/72 Self Check.mp4 17.42 MB
    python-fundamentals-livelessons-1/73 Passing Arguments to Functions - A Deeper Look.mp4 57.76 MB
    python-fundamentals-livelessons-1/74 Self Check.mp4 17.18 MB
    python-fundamentals-livelessons-1/75 Functional-Style Programming.mp4 23.86 MB
    python-fundamentals-livelessons-1/76 Intro to Data Science - Measures of Dispersion.mp4 79.93 MB
    python-fundamentals-livelessons-2/001 Introduction to Python Fundamentals - Part 2.mp4 53.29 MB
    python-fundamentals-livelessons-2/002 Lesson overview.mp4 39.61 MB
    python-fundamentals-livelessons-2/003 Lists.mp4 123.99 MB
    python-fundamentals-livelessons-2/004 Self Check.mp4 49.4 MB
    python-fundamentals-livelessons-2/005 Tuples.mp4 92.74 MB
    python-fundamentals-livelessons-2/006 Self Check.mp4 36.45 MB
    python-fundamentals-livelessons-2/007 Unpacking Sequences.mp4 89.67 MB
    python-fundamentals-livelessons-2/008 Creating a primitive bar chart.mp4 33.56 MB
    python-fundamentals-livelessons-2/009 Self Check.mp4 64.11 MB
    python-fundamentals-livelessons-2/010 Sequence Slicing Part 1 - Getting a Subset of a Sequence.mp4 60.99 MB
    python-fundamentals-livelessons-2/011 Sequence Slicing Part 2 - Modifying a List.mp4 47.51 MB
    python-fundamentals-livelessons-2/012 Self Check.mp4 67.18 MB
    python-fundamentals-livelessons-2/013 del Statement.mp4 23.52 MB
    python-fundamentals-livelessons-2/014 Self Check.mp4 27.98 MB
    python-fundamentals-livelessons-2/015 Passing Lists to Functions.mp4 38.58 MB
    python-fundamentals-livelessons-2/016 Sorting Lists.mp4 47.65 MB
    python-fundamentals-livelessons-2/017 Self Check.mp4 29.3 MB
    python-fundamentals-livelessons-2/018 Searching Sequences.mp4 64.56 MB
    python-fundamentals-livelessons-2/019 Self Check.mp4 22 MB
    python-fundamentals-livelessons-2/020 Other List Methods.mp4 86.23 MB
    python-fundamentals-livelessons-2/021 Self Check.mp4 32.96 MB
    python-fundamentals-livelessons-2/022 Simulating Stacks with Lists.mp4 11.64 MB
    python-fundamentals-livelessons-2/023 List Comprehensions.mp4 47.54 MB
    python-fundamentals-livelessons-2/024 Self Check.mp4 35.09 MB
    python-fundamentals-livelessons-2/025 Generator Expressions.mp4 40.4 MB
    python-fundamentals-livelessons-2/026 Self Check.mp4 30.33 MB
    python-fundamentals-livelessons-2/027 Filter, Map and Reduce.mp4 136.83 MB
    python-fundamentals-livelessons-2/028 Self Check.mp4 79.28 MB
    python-fundamentals-livelessons-2/029 Other Sequence Processing Functions.mp4 64.26 MB
    python-fundamentals-livelessons-2/030 Self Check.mp4 57.58 MB
    python-fundamentals-livelessons-2/031 Two-Dimensional Lists.mp4 43.63 MB
    python-fundamentals-livelessons-2/032 Self Check.mp4 36.2 MB
    python-fundamentals-livelessons-2/033 Intro to Data Science - Simulation and Static Visualizations.mp4 19.48 MB
    python-fundamentals-livelessons-2/034 Sample Graphs for 600, 60,000 and 6,000,000 Die Rolls.mp4 47.85 MB
    python-fundamentals-livelessons-2/035 Visualizing Die-Roll Frequencies and Percentages--Part 1.mp4 113.53 MB
    python-fundamentals-livelessons-2/036 Visualizing Die-Roll Frequencies and Percentages--Part 2.mp4 151.59 MB
    python-fundamentals-livelessons-2/037 Visualizing Die-Roll Frequencies and Percentages--Part 3.mp4 154.26 MB
    python-fundamentals-livelessons-2/038 Visualizing Die-Roll Frequencies and Percentages--Part 4.mp4 115.49 MB
    python-fundamentals-livelessons-2/039 Lesson overview.mp4 9.13 MB
    python-fundamentals-livelessons-2/040 Dictionaries.mp4 3.87 MB
    python-fundamentals-livelessons-2/041 Creating a Dictionary.mp4 11.71 MB
    python-fundamentals-livelessons-2/042 Self Check.mp4 5.38 MB
    python-fundamentals-livelessons-2/043 Iterating through a Dictionary.mp4 7.75 MB
    python-fundamentals-livelessons-2/044 Basic Dictionary Operarations.mp4 19.91 MB
    python-fundamentals-livelessons-2/045 Self Check.mp4 5.55 MB
    python-fundamentals-livelessons-2/046 Dictionary Methods keys and values.mp4 18.61 MB
    python-fundamentals-livelessons-2/047 Self Check.mp4 7.75 MB
    python-fundamentals-livelessons-2/048 Dictionary Comparisons.mp4 5.86 MB
    python-fundamentals-livelessons-2/049 Example - Dictionary of Student Grades.mp4 13.04 MB
    python-fundamentals-livelessons-2/050 Example - Word Counts.mp4 22.88 MB
    python-fundamentals-livelessons-2/051 Python Standard Library Module collections.mp4 14.28 MB
    python-fundamentals-livelessons-2/052 Self Check.mp4 9.17 MB
    python-fundamentals-livelessons-2/053 Dictionary Method update.mp4 9.89 MB
    python-fundamentals-livelessons-2/054 Dictionary Comprehensions.mp4 10.16 MB
    python-fundamentals-livelessons-2/055 Self Check.mp4 6.86 MB
    python-fundamentals-livelessons-2/056 Sets.mp4 16.63 MB
    python-fundamentals-livelessons-2/057 Self Check.mp4 8.1 MB
    python-fundamentals-livelessons-2/058 Comparing Sets.mp4 16.25 MB
    python-fundamentals-livelessons-2/059 Self Check.mp4 11.07 MB
    python-fundamentals-livelessons-2/060 Mathematical Set Operations.mp4 15 MB
    python-fundamentals-livelessons-2/061 Self Check.mp4 8.77 MB
    python-fundamentals-livelessons-2/062 Mutable Set Operators and Methods.mp4 13.51 MB
    python-fundamentals-livelessons-2/063 Set Comprehensions.mp4 3.17 MB
    python-fundamentals-livelessons-2/064 Intro to Data Science - Dynamic Visualizations--How Dynamic Visualization Works.mp4 21.9 MB
    python-fundamentals-livelessons-2/065 Intro to Data Science - Dynamic Visualizations--Implementing Dynamic Visualization, Part 1.mp4 75.03 MB
    python-fundamentals-livelessons-2/066 Lesson overview.mp4 10.69 MB
    python-fundamentals-livelessons-2/067 Creating arrays from Existing Data.mp4 6.85 MB
    python-fundamentals-livelessons-2/068 Self Check.mp4 11.12 MB
    python-fundamentals-livelessons-2/069 array Attributes.mp4 19.59 MB
    python-fundamentals-livelessons-2/070 Self Check.mp4 3.66 MB
    python-fundamentals-livelessons-2/071 Filling arrays with Specific Values.mp4 4.95 MB
    python-fundamentals-livelessons-2/072 Creating arrays from Ranges.mp4 14.93 MB
    python-fundamentals-livelessons-2/073 Self Check.mp4 6.69 MB
    python-fundamentals-livelessons-2/074 List vs. array Performance - Introducing %timeit.mp4 34.33 MB
    python-fundamentals-livelessons-2/075 Self Check.mp4 8.12 MB
    python-fundamentals-livelessons-2/076 array Operators.mp4 17.92 MB
    python-fundamentals-livelessons-2/077 Self Check.mp4 4.4 MB
    python-fundamentals-livelessons-2/078 NumPy Calculation Methods.mp4 14.49 MB
    python-fundamentals-livelessons-2/079 Self Check.mp4 9.91 MB
    python-fundamentals-livelessons-2/080 Universal Functions.mp4 13.5 MB
    python-fundamentals-livelessons-2/081 Self Check.mp4 3.57 MB
    python-fundamentals-livelessons-2/082 Indexing and Slicing.mp4 13.71 MB
    python-fundamentals-livelessons-2/083 Self Check.mp4 9.94 MB
    python-fundamentals-livelessons-2/084 Views - Shallow Copies.mp4 12.89 MB
    python-fundamentals-livelessons-2/085 Deep Copies.mp4 5.22 MB
    python-fundamentals-livelessons-2/086 Reshaping and Transposing - reshape vs. resize.mp4 4.84 MB
    python-fundamentals-livelessons-2/087 Reshaping and Transposing - flatten vs. ravel.mp4 8.63 MB
    python-fundamentals-livelessons-2/088 Reshaping and Transposing - Transposing Rows and Columns.mp4 4.69 MB
    python-fundamentals-livelessons-2/089 Reshaping and Transposing - Horizontal and Vertical Stacking.mp4 6.63 MB
    python-fundamentals-livelessons-2/090 Self Check.mp4 4.9 MB
    python-fundamentals-livelessons-2/091 Intro to Data Science - pandas Series and DataFrames.mp4 11.3 MB
    python-fundamentals-livelessons-2/092 Intro to Data Science - pandas Series and DataFrames--pandas Series Part 1.mp4 18.25 MB
    python-fundamentals-livelessons-2/093 Intro to Data Science - pandas Series and DataFrames--pandas Series Part 2.mp4 15.11 MB
    python-fundamentals-livelessons-2/094 Self Check.mp4 16.68 MB
    python-fundamentals-livelessons-2/095 Intro to Data Science - pandas Series and DataFrames--Creating DataFrames and Customizing Indices.mp4 13.96 MB
    python-fundamentals-livelessons-2/096 Intro to Data Science - pandas Series and DataFrames--Accessing a DataFrame's Columns.mp4 4.79 MB
    python-fundamentals-livelessons-2/097 Intro to Data Science - pandas Series and DataFrames--Selecting Rows via the loc and iloc Attributes.mp4 7.09 MB
    python-fundamentals-livelessons-2/098 Intro to Data Science - pandas Series and DataFrames--Selecting Rows via Slices and Lists with the loc and iloc Attributes.mp4 6.88 MB
    python-fundamentals-livelessons-2/099 Intro to Data Science - pandas Series and DataFrames--Selecting Subsets of the Rows and Columns.mp4 6.24 MB
    python-fundamentals-livelessons-2/100 Intro to Data Science - pandas Series and DataFrames--Boolean Indexing.mp4 9.82 MB
    python-fundamentals-livelessons-2/101 Intro to Data Science - pandas Series and DataFrames--Accessing a Specific DataFrame Cell by Row and Column.mp4 9.91 MB
    python-fundamentals-livelessons-2/102 Intro to Data Science - pandas Series and DataFrames--Descriptive Statistics.mp4 11.6 MB
    python-fundamentals-livelessons-2/103 Intro to Data Science - pandas Series and DataFrames--Transposing the DataFrame with the T Attribute.mp4 8.19 MB
    python-fundamentals-livelessons-2/104 Intro to Data Science - pandas Series and DataFrames--Sorting by Indices.mp4 5.43 MB
    python-fundamentals-livelessons-2/105 Intro to Data Science - pandas Series and DataFrames--Sorting by Column Values.mp4 16.37 MB
    python-fundamentals-livelessons-2/106 Self Check.mp4 15.95 MB
    python-fundamentals-livelessons-3/001 Introduction to Python Fundamentals - Part 3.mp4 71.04 MB
    python-fundamentals-livelessons-3/002 Lesson overview.mp4 14.48 MB
    python-fundamentals-livelessons-3/003 Formatting Strings--Presentation Types.mp4 30.19 MB
    python-fundamentals-livelessons-3/004 Self Check.mp4 9.34 MB
    python-fundamentals-livelessons-3/005 Formatting Strings--Field Widths and Alignment.mp4 30.32 MB
    python-fundamentals-livelessons-3/006 Self Check.mp4 17.13 MB
    python-fundamentals-livelessons-3/007 Formatting Strings--Numeric Formatting.mp4 16.67 MB
    python-fundamentals-livelessons-3/008 Self Check.mp4 25.14 MB
    python-fundamentals-livelessons-3/009 Formatting Strings--String's format Method.mp4 20.93 MB
    python-fundamentals-livelessons-3/010 Self Check.mp4 47.68 MB
    python-fundamentals-livelessons-3/011 Concatenating and Repeating Strings.mp4 10.61 MB
    python-fundamentals-livelessons-3/012 Self Check.mp4 20.74 MB
    python-fundamentals-livelessons-3/013 Stripping Whitespace from Strings.mp4 8.01 MB
    python-fundamentals-livelessons-3/014 Self Check.mp4 14.5 MB
    python-fundamentals-livelessons-3/015 Changing Character Case.mp4 4.4 MB
    python-fundamentals-livelessons-3/016 Self Check.mp4 8.96 MB
    python-fundamentals-livelessons-3/017 Comparison Operators for Strings.mp4 11.34 MB
    python-fundamentals-livelessons-3/018 Searching for Substrings.mp4 35.51 MB
    python-fundamentals-livelessons-3/019 Self Check.mp4 19.61 MB
    python-fundamentals-livelessons-3/020 Replacing Substrings.mp4 4.48 MB
    python-fundamentals-livelessons-3/021 Self Check.mp4 10.81 MB
    python-fundamentals-livelessons-3/022 Splitting and Joining Strings.mp4 53.99 MB
    python-fundamentals-livelessons-3/023 Self Check.mp4 51.69 MB
    python-fundamentals-livelessons-3/024 Characters and Character-Testing Methods.mp4 20.6 MB
    python-fundamentals-livelessons-3/025 Raw Strings.mp4 15.05 MB
    python-fundamentals-livelessons-3/026 Introduction to Regular Expressions.mp4 9.18 MB
    python-fundamentals-livelessons-3/027 re Module and Function fullmatch Part 1--Matching Literal Characters.mp4 14.71 MB
    python-fundamentals-livelessons-3/028 re Module and Function fullmatch Part 2--Metacharacters, Character Classes and Quantifiers.mp4 36.93 MB
    python-fundamentals-livelessons-3/029 re Module and Function fullmatch Part 3--Custom Character Classes.mp4 35.1 MB
    python-fundamentals-livelessons-3/030 re Module and Function fullmatch Part 1--Quantifiers.mp4 35.82 MB
    python-fundamentals-livelessons-3/031 Self Check.mp4 31.31 MB
    python-fundamentals-livelessons-3/032 Replacing Substrings and Splitting Strings.mp4 23.43 MB
    python-fundamentals-livelessons-3/033 Self Check.mp4 29.31 MB
    python-fundamentals-livelessons-3/034 Other Search Functions; Accessing Matches--Function search - Finding the First Match Anywhere in a String.mp4 19.21 MB
    python-fundamentals-livelessons-3/035 Other Search Functions; Accessing Matches--Ignoring Case with the Optional flags Keyword Argument.mp4 6.31 MB
    python-fundamentals-livelessons-3/036 Other Search Functions; Accessing Matches--Metacharacters that Restrict Matches to the Beginning or End of a String.mp4 11.95 MB
    python-fundamentals-livelessons-3/037 Other Search Functions; Accessing Matches--Functions findall and finditer - Finding All Matches in a String.mp4 14.92 MB
    python-fundamentals-livelessons-3/038 Other Search Functions; Accessing Matches--Capturing Substrings in a Match.mp4 29.87 MB
    python-fundamentals-livelessons-3/039 Self Check.mp4 28.14 MB
    python-fundamentals-livelessons-3/040 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 1 - Introduction.mp4 42.24 MB
    python-fundamentals-livelessons-3/041 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 3 - Data Validation.mp4 33.44 MB
    python-fundamentals-livelessons-3/042 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 4 - Reformatting Your Data.mp4 65.3 MB
    python-fundamentals-livelessons-3/043 Self Check.mp4 49.12 MB
    python-fundamentals-livelessons-3/044 Lesson overview.mp4 21.64 MB
    python-fundamentals-livelessons-3/045 Files.mp4 6.87 MB
    python-fundamentals-livelessons-3/046 Text-File Processing--Writing to a Text File - Introducing the with Statement.mp4 44.14 MB
    python-fundamentals-livelessons-3/047 Self Check.mp4 22.3 MB
    python-fundamentals-livelessons-3/048 Text-File Processing--Reading Data from a Text File.mp4 44.55 MB
    python-fundamentals-livelessons-3/049 Self Check.mp4 31.06 MB
    python-fundamentals-livelessons-3/050 Updating Text Files.mp4 46.11 MB
    python-fundamentals-livelessons-3/051 Self Check.mp4 41.53 MB
    python-fundamentals-livelessons-3/052 Serialization with JSON--JSON Data Format.mp4 20.42 MB
    python-fundamentals-livelessons-3/053 Serialization with JSON--Serializing an Object to JSON.mp4 29.65 MB
    python-fundamentals-livelessons-3/054 Serialization with JSON--Deserializing a JSON Object into Python.mp4 21.96 MB
    python-fundamentals-livelessons-3/055 Serialization with JSON--Displaying JSON Text.mp4 36.84 MB
    python-fundamentals-livelessons-3/056 Self Check.mp4 42.89 MB
    python-fundamentals-livelessons-3/057 File Open Modes.mp4 26.5 MB
    python-fundamentals-livelessons-3/058 Handling Exceptions.mp4 9.38 MB
    python-fundamentals-livelessons-3/059 Division by Zero and Invalid Input.mp4 19.36 MB
    python-fundamentals-livelessons-3/060 try Statements.mp4 97.65 MB
    python-fundamentals-livelessons-3/061 Self Check.mp4 26.08 MB
    python-fundamentals-livelessons-3/062 finally Clause.mp4 54.22 MB
    python-fundamentals-livelessons-3/063 Self Check.mp4 25.9 MB
    python-fundamentals-livelessons-3/064 Explicitly Raising an Exception.mp4 15.61 MB
    python-fundamentals-livelessons-3/065 Stack Unwinding and Tracebacks.mp4 33.15 MB
    python-fundamentals-livelessons-3/066 Intro to Data Science - Working with CSV Files--Python Standard Library Module csv.mp4 68.05 MB
    python-fundamentals-livelessons-3/067 Self Check.mp4 30.44 MB
    python-fundamentals-livelessons-3/068 Intro to Data Science - Working with CSV Files--Reading CSV Files into Pandas DataFrames.mp4 32.19 MB
    python-fundamentals-livelessons-3/069 Intro to Data Science - Working with CSV Files--Reading the Titanic Disaster Dataset.mp4 73.76 MB
    python-fundamentals-livelessons-3/070 Intro to Data Science - Working with CSV Files--Simple Data Analysis with the Titanic Disaster Dataset.mp4 41.63 MB
    python-fundamentals-livelessons-3/071 Intro to Data Science - Working with CSV Files--Passenger Age Histogram.mp4 30.23 MB
    python-fundamentals-livelessons-4/001 Introduction to Python Fundamentals - Part 4.mp4 53.05 MB
    python-fundamentals-livelessons-4/002 Lesson overview.mp4 39.79 MB
    python-fundamentals-livelessons-4/003 Custom Class Account--Test-Driving Class Account.mp4 71.76 MB
    python-fundamentals-livelessons-4/004 Custom Class Account--Account Class Definition.mp4 147.9 MB
    python-fundamentals-livelessons-4/005 Self Check.mp4 76.01 MB
    python-fundamentals-livelessons-4/006 Controlling Access to Attributes.mp4 23.36 MB
    python-fundamentals-livelessons-4/007 Properties for Data Access--Test-Driving Class Time.mp4 62.01 MB
    python-fundamentals-livelessons-4/008 Properties for Data Access--Class Time Definition.mp4 220.39 MB
    python-fundamentals-livelessons-4/009 Self Check.mp4 61.62 MB
    python-fundamentals-livelessons-4/010 Properties for Data Access--Class Time Definition Notes.mp4 13.89 MB
    python-fundamentals-livelessons-4/011 Simulating 'Private' Attributes.mp4 60.49 MB
    python-fundamentals-livelessons-4/012 Case Study - Card Shuffling and Dealing Simulation--Test Driving Classes Card and DeckOfCards.mp4 56.35 MB
    python-fundamentals-livelessons-4/013 Case Study - Card Shuffling and Dealing Simulation--Class Card and an Introduction to Class Attributes.mp4 119.88 MB
    python-fundamentals-livelessons-4/014 Case Study - Card Shuffling and Dealing Simulation--Class DeckOfCards.mp4 86.59 MB
    python-fundamentals-livelessons-4/015 Case Study - Card Shuffling and Dealing Simulation--Displaying Card Images with Matplotlib.mp4 205.09 MB
    python-fundamentals-livelessons-4/016 Self Check.mp4 61.57 MB
    python-fundamentals-livelessons-4/017 Inheritance - Base Classes and Subclasses.mp4 41.33 MB
    python-fundamentals-livelessons-4/018 Building an Inheritance Hierarchy and Introducing Polymorphism--Base Class CommissionEmployee.mp4 106.3 MB
    python-fundamentals-livelessons-4/019 Building an Inheritance Hierarchy and Introducing Polymorphism--Sublass SalariedCommissionEmployee.mp4 130.94 MB
    python-fundamentals-livelessons-4/020 Building an Inheritance Hierarchy and Introducing Polymorphism--Processing CommissionEmployees and SalariedCommissionEmployees Polymorphically.mp4 61.04 MB
    python-fundamentals-livelessons-4/021 Duck Typing and Polymorphism.mp4 44.53 MB
    python-fundamentals-livelessons-4/022 Operator Overloading.mp4 40.23 MB
    python-fundamentals-livelessons-4/023 Test-Driving Class Complex.mp4 38.76 MB
    python-fundamentals-livelessons-4/024 Class Complex Definition.mp4 71.06 MB
    python-fundamentals-livelessons-4/025 Self Check.mp4 57.13 MB
    python-fundamentals-livelessons-4/026 Named Tuples.mp4 61.83 MB
    python-fundamentals-livelessons-4/027 A Brief Intro to Python 3.7's New Data Classes.mp4 9.1 MB
    python-fundamentals-livelessons-4/028 A Brief Intro to Python 3.7's New Data Classes--Creating a Card Data Class.mp4 107.3 MB
    python-fundamentals-livelessons-4/029 A Brief Intro to Python 3.7's New Data Classes--Using the Card Data Class.mp4 36.27 MB
    python-fundamentals-livelessons-4/030 Self Check.mp4 26.99 MB
    python-fundamentals-livelessons-4/031 A Brief Intro to Python 3.7's New Data Classes--Advantages Over Named Tuples and Traditional Classes.mp4 47.91 MB
    python-fundamentals-livelessons-4/032 Unit Testing with Docstrings and doctest.mp4 192.75 MB
    python-fundamentals-livelessons-4/033 Self Check.mp4 49.42 MB
    python-fundamentals-livelessons-4/034 Namespaces and Scopes.mp4 99.13 MB
    python-fundamentals-livelessons-4/035 Intro to Data Science - Time Series and Simple Linear Regression--Introduction.mp4 93.3 MB
    python-fundamentals-livelessons-4/036 Intro to Data Science - Time Series and Simple Linear Regression--Components of the Simple Linear Regression Calculation.mp4 35.53 MB
    python-fundamentals-livelessons-4/037 Intro to Data Science - Time Series and Simple Linear Regression--Loading the Average High Temperatures into a DataFrame.mp4 28.19 MB
    python-fundamentals-livelessons-4/038 Intro to Data Science - Time Series and Simple Linear Regression--Cleaning the Data.mp4 30.99 MB
    python-fundamentals-livelessons-4/039 Intro to Data Science - Time Series and Simple Linear Regression--Calculating Basic Descriptive Statistics for the Dataset.mp4 10.74 MB
    python-fundamentals-livelessons-4/040 Intro to Data Science - Time Series and Simple Linear Regression--Forecasting Future January Average High Temperatures.mp4 38.15 MB
    python-fundamentals-livelessons-4/041 Intro to Data Science - Time Series and Simple Linear Regression--Plotting the Average High Temperatures and a Regression Line.mp4 62.12 MB
    python-fundamentals-livelessons-4/042 Lesson overview.mp4 36.96 MB
    python-fundamentals-livelessons-4/043 Introduction.mp4 31.6 MB
    python-fundamentals-livelessons-4/044 TextBlob.mp4 97.28 MB
    python-fundamentals-livelessons-4/045 Create a TextBlob.mp4 15.48 MB
    python-fundamentals-livelessons-4/046 Tokenizing Text into Sentences and Words.mp4 15.67 MB
    python-fundamentals-livelessons-4/047 Parts-of-Speech Tagging.mp4 65.97 MB
    python-fundamentals-livelessons-4/048 Extracting Noun Phrases.mp4 25.23 MB
    python-fundamentals-livelessons-4/049 Sentiment Analysis with TextBlob's Default Sentiment Analyzer.mp4 7.33 MB
    python-fundamentals-livelessons-4/050 Sentiment Analysis with the NaiveBayesAnalyzer.mp4 17.02 MB
    python-fundamentals-livelessons-4/051 Language Detection and Translation.mp4 13.07 MB
    python-fundamentals-livelessons-4/052 Inflection - Pluralization and Singularization.mp4 9.48 MB
    python-fundamentals-livelessons-4/053 Spell Checking and Correction.mp4 7.75 MB
    python-fundamentals-livelessons-4/054 Normalization - Stemming and Lemmatization.mp4 5.13 MB
    python-fundamentals-livelessons-4/055 Word Frequencies.mp4 9.88 MB
    python-fundamentals-livelessons-4/056 Getting Definitions, Synonyms and Antonyms from WordNet.mp4 20.43 MB
    python-fundamentals-livelessons-4/057 Deleting Stop Word.mp4 10.94 MB
    python-fundamentals-livelessons-4/058 n-grams.mp4 10.86 MB
    python-fundamentals-livelessons-4/059 Visualizing Word Frequencies with Pandas.mp4 35.84 MB
    python-fundamentals-livelessons-4/060 Visualizing Word Frequencies with Word Clouds.mp4 28.79 MB
    python-fundamentals-livelessons-4/061 Readability Assessment with Textatistic.mp4 13.78 MB
    python-fundamentals-livelessons-4/062 Named Entity Recognition with spaCy.mp4 19.91 MB
    python-fundamentals-livelessons-4/063 Similarity Detection with spaCy.mp4 24.55 MB
    python-fundamentals-livelessons-4/064 Lesson overview.mp4 7.91 MB
    python-fundamentals-livelessons-4/065 Introduction.mp4 11.22 MB
    python-fundamentals-livelessons-4/066 Overview of the Twitter APIs.mp4 34.2 MB
    python-fundamentals-livelessons-4/067 Creating a Twitter Developer Account.mp4 5.75 MB
    python-fundamentals-livelessons-4/068 Getting Twitter Credentials--Creating an App.mp4 17.12 MB
    python-fundamentals-livelessons-4/069 What's in a Tweet.mp4 31.21 MB
    python-fundamentals-livelessons-4/070 Tweepy.mp4 6.2 MB
    python-fundamentals-livelessons-4/071 Authenticating with Twitter Via Tweepy.mp4 14.23 MB
    python-fundamentals-livelessons-4/072 Getting Information About a Twitter Account.mp4 40.3 MB
    python-fundamentals-livelessons-4/073 Self Check.mp4 2.78 MB
    python-fundamentals-livelessons-4/074 Introduction to Tweepy Cursors - Getting an Account's Followers and Friends.mp4 7.78 MB
    python-fundamentals-livelessons-4/075 Determining an Account's Followers.mp4 25.96 MB
    python-fundamentals-livelessons-4/076 Self Check.mp4 5.93 MB
    python-fundamentals-livelessons-4/077 Determining Whom an Account Follows.mp4 9.35 MB
    python-fundamentals-livelessons-4/078 Getting a User's Recent Tweets.mp4 9.25 MB
    python-fundamentals-livelessons-4/079 Self Check.mp4 2.57 MB
    python-fundamentals-livelessons-4/080 Searching Recent Tweets.mp4 33.36 MB
    python-fundamentals-livelessons-4/081 Self Check.mp4 2.56 MB
    python-fundamentals-livelessons-4/082 Spotting Trends - Twitter Trends API.mp4 2.47 MB
    python-fundamentals-livelessons-4/083 Places with Trending Topics.mp4 13.06 MB
    python-fundamentals-livelessons-4/084 Getting a List of Trending Topics.mp4 23.78 MB
    python-fundamentals-livelessons-4/085 Self Check.mp4 6.18 MB
    python-fundamentals-livelessons-4/086 Create a Word Cloud from Trending Topics.mp4 15.39 MB
    python-fundamentals-livelessons-4/087 Self Check.mp4 6.72 MB
    python-fundamentals-livelessons-4/088 Cleaning_Preprocessing Tweets for Analysis.mp4 18.02 MB
    python-fundamentals-livelessons-4/089 Twitter Streaming API.mp4 4.43 MB
    python-fundamentals-livelessons-4/090 Creating a Subclass of StreamListener.mp4 46.07 MB
    python-fundamentals-livelessons-4/091 Initiating Stream Processing.mp4 37.47 MB
    python-fundamentals-livelessons-4/092 Twitter Restrictions Note.mp4 3.83 MB
    python-fundamentals-livelessons-4/093 Tweet Sentiment Analysis.mp4 70.09 MB
    python-fundamentals-livelessons-4/094 Geocoding and Mapping.mp4 19.68 MB
    python-fundamentals-livelessons-4/095 Getting and Mapping the Tweets.mp4 99.62 MB
    python-fundamentals-livelessons-4/096 Utility Functions in tweetutilities.py and Class LocationListener.mp4 44.65 MB
    python-fundamentals-livelessons-4/097 Lesson overview.mp4 6.95 MB
    python-fundamentals-livelessons-4/098 Introduction to Watson.mp4 19.23 MB
    python-fundamentals-livelessons-4/099 IBM Cloud Account and Cloud Console.mp4 10.31 MB
    python-fundamentals-livelessons-4/100 Watson Services - Watson Assistant Demo.mp4 14.25 MB
    python-fundamentals-livelessons-4/101 Watson Services - Visual Recognition.mp4 19.2 MB
    python-fundamentals-livelessons-4/102 Watson Services - Speech to Text.mp4 13.22 MB
    python-fundamentals-livelessons-4/103 Watson Services - Text to Speech.mp4 8.15 MB
    python-fundamentals-livelessons-4/104 Watson Services - Language Translator.mp4 6.35 MB
    python-fundamentals-livelessons-4/105 Watson Services - Natural Language Understanding.mp4 12.59 MB
    python-fundamentals-livelessons-4/106 Watson Services - Personality Insights.mp4 10.91 MB
    python-fundamentals-livelessons-4/107 Additional Services and Tools.mp4 15.28 MB
    python-fundamentals-livelessons-4/108 Watson Developer Cloud Python SDK.mp4 11.15 MB
    python-fundamentals-livelessons-4/109 Case Study - Traveler's Companion Translation App.mp4 5.44 MB
    python-fundamentals-livelessons-4/110 Before You run the App.mp4 2.94 MB
    python-fundamentals-livelessons-4/111 Before You run the App - Registering for the Speech to Text Service.mp4 14.2 MB
    python-fundamentals-livelessons-4/112 Before You run the App - Registering for the Text to Speech Service.mp4 6.89 MB
    python-fundamentals-livelessons-4/113 Before You run the App - Registering for the Language Translator Service.mp4 4.63 MB
    python-fundamentals-livelessons-4/114 Test-Driving the App.mp4 17.97 MB
    python-fundamentals-livelessons-4/115 SimpleLanguageTranslator.py Script Walkthrough.mp4 4.94 MB
    python-fundamentals-livelessons-4/116 SimpleLanguageTranslator.py Script Walkthrough - Importing Watson SDK Classes from the ibm_watson Module.mp4 10.81 MB
    python-fundamentals-livelessons-4/117 SimpleLanguageTranslator.py Script Walkthrough - Other Imported Modules.mp4 7 MB
    python-fundamentals-livelessons-4/118 SimpleLanguageTranslator.py Script Walkthrough - Main Program - Function run_translator.mp4 33.94 MB
    python-fundamentals-livelessons-4/119 SimpleLanguageTranslator.py Script Walkthrough - Function speech_to_text.mp4 32.73 MB
    python-fundamentals-livelessons-4/120 SimpleLanguageTranslator.py Script Walkthrough - Function translate.mp4 19.41 MB
    python-fundamentals-livelessons-4/121 SimpleLanguageTranslator.py Script Walkthrough - Function text_to_speech.mp4 12.48 MB
    python-fundamentals-livelessons-4/122 SimpleLanguageTranslator.py Script Walkthrough - Function record_audio.mp4 27.87 MB
    python-fundamentals-livelessons-4/123 SimpleLanguageTranslator.py Script Walkthrough - Function play_audio.mp4 5.37 MB
    python-fundamentals-livelessons-4/124 Watson Resources.mp4 12.68 MB
    python-fundamentals-livelessons-5/001 Lesson overview.mp4 54.41 MB
    python-fundamentals-livelessons-5/002 Introduction to Machine Learning.mp4 161.07 MB
    python-fundamentals-livelessons-5/003 Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 1.mp4 75.71 MB
    python-fundamentals-livelessons-5/004 k-Nearest Neighbors Algorithm.mp4 22.76 MB
    python-fundamentals-livelessons-5/005 k-Nearest Neighbors Algorithm - Hyperparameters and Hyperparameter Tuning.mp4 22.37 MB
    python-fundamentals-livelessons-5/006 Loading the Dataset.mp4 14.85 MB
    python-fundamentals-livelessons-5/007 Loading the Dataset - Displaying the Description.mp4 52.3 MB
    python-fundamentals-livelessons-5/008 Loading the Dataset - Checking the Sample and Target Sizes.mp4 38.79 MB
    python-fundamentals-livelessons-5/009 Loading the Dataset - A Sample Digit Image.mp4 21.99 MB
    python-fundamentals-livelessons-5/010 Loading the Dataset - Preparing the Data for Use with Scikit-Learn.mp4 32.18 MB
    python-fundamentals-livelessons-5/011 Visualizing the Data.mp4 73.08 MB
    python-fundamentals-livelessons-5/012 Splitting the Data for Training and Testing.mp4 67.78 MB
    python-fundamentals-livelessons-5/013 Creating the Model.mp4 20.92 MB
    python-fundamentals-livelessons-5/014 Training the Model.mp4 46.29 MB
    python-fundamentals-livelessons-5/015 Predicting Digit Classes.mp4 46.74 MB
    python-fundamentals-livelessons-5/016 Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 6.77 MB
    python-fundamentals-livelessons-5/017 Metrics for Model Accuracy - Estimator Method score.mp4 10 MB
    python-fundamentals-livelessons-5/018 Metrics for Model Accuracy - Confusion Matrix.mp4 54.24 MB
    python-fundamentals-livelessons-5/019 Metrics for Model Accuracy - Classification Report.mp4 43.2 MB
    python-fundamentals-livelessons-5/020 Metrics for Model Accuracy - Visualizing the Confusion Matrix.mp4 44.95 MB
    python-fundamentals-livelessons-5/021 K-Fold Cross-Validation.mp4 64.18 MB
    python-fundamentals-livelessons-5/022 Running Multiple Models to Find the Best One.mp4 84.37 MB
    python-fundamentals-livelessons-5/023 Hyperparameter Tuning.mp4 67.86 MB
    python-fundamentals-livelessons-5/024 Case Study - Time Series and Simple Linear Regression.mp4 34.28 MB
    python-fundamentals-livelessons-5/025 Loading the Average High Temperatures into a DataFrame.mp4 30.82 MB
    python-fundamentals-livelessons-5/026 Splitting the Data for Training and Testing.mp4 53.28 MB
    python-fundamentals-livelessons-5/027 Training the Model.mp4 36.49 MB
    python-fundamentals-livelessons-5/028 Testing the Model.mp4 16.88 MB
    python-fundamentals-livelessons-5/029 Predicting Future Temperatures and Estimating Past Temperatures.mp4 24.19 MB
    python-fundamentals-livelessons-5/030 Visualizing the Dataset with the Regression Line.mp4 54.01 MB
    python-fundamentals-livelessons-5/031 Overfitting_Underfitting.mp4 20.89 MB
    python-fundamentals-livelessons-5/032 Case Study - Multiple Linear Regression with the California Housing Dataset.mp4 21.81 MB
    python-fundamentals-livelessons-5/033 Loading the Dataset.mp4 73.63 MB
    python-fundamentals-livelessons-5/034 Exploring the Data with Pandas.mp4 70.5 MB
    python-fundamentals-livelessons-5/035 Visualizing the Features.mp4 182.19 MB
    python-fundamentals-livelessons-5/036 Splitting the Data for Training and Testing.mp4 17.84 MB
    python-fundamentals-livelessons-5/037 Training the Model.mp4 44.02 MB
    python-fundamentals-livelessons-5/038 Testing the Model.mp4 18.94 MB
    python-fundamentals-livelessons-5/039 Visualizing the Expected vs. Predicted Prices.mp4 77.98 MB
    python-fundamentals-livelessons-5/040 Regression Model Metrics.mp4 33.23 MB
    python-fundamentals-livelessons-5/041 Choosing the Best Model.mp4 73.15 MB
    python-fundamentals-livelessons-5/042 Case Study - Unsupervised Machine Learning, Part 1--Dimensionality Reduction.mp4 56.41 MB
    python-fundamentals-livelessons-5/043 Loading the Digits Dataset.mp4 6.52 MB
    python-fundamentals-livelessons-5/044 Creating a TSNE Estimator for Dimensionality Reduction.mp4 32.89 MB
    python-fundamentals-livelessons-5/045 Transforming the Digits Dataset's Features into Two Dimensions.mp4 19.82 MB
    python-fundamentals-livelessons-5/046 Visualizing the Reduced Data.mp4 38.97 MB
    python-fundamentals-livelessons-5/047 Visualizing the Reduced Data with Different Colors for Each Digit.mp4 49.63 MB
    python-fundamentals-livelessons-5/048 Visualizing the Reduced Data in 3D.mp4 66.74 MB
    python-fundamentals-livelessons-5/049 Case Study - Unsupervised Machine Learning, Part 2--k-Means Clustering.mp4 35.41 MB
    python-fundamentals-livelessons-5/050 Loading the Iris Dataset.mp4 39.75 MB
    python-fundamentals-livelessons-5/051 Exploring the Iris Dataset - Descriptive Statistics with Pandas.mp4 63.9 MB
    python-fundamentals-livelessons-5/052 Visualizing the Dataset with a Seaborn pairplot.mp4 115.29 MB
    python-fundamentals-livelessons-5/053 Using a KMeans Estimator.mp4 96.34 MB
    python-fundamentals-livelessons-5/054 Dimensionality Reduction with Principal Component Analysis.mp4 104.29 MB
    python-fundamentals-livelessons-5/055 Choosing the Best Clustering Estimator.mp4 66.91 MB
    python-fundamentals-livelessons-5/056 Lesson overview.mp4 43.09 MB
    python-fundamentals-livelessons-5/057 Introduction.mp4 104.82 MB
    python-fundamentals-livelessons-5/058 Deep Learning Applications.mp4 57.57 MB
    python-fundamentals-livelessons-5/059 Deep Learning Demos.mp4 39.45 MB
    python-fundamentals-livelessons-5/060 Keras Resources.mp4 5.98 MB
    python-fundamentals-livelessons-5/061 Keras Built-In Datasets.mp4 5.95 MB
    python-fundamentals-livelessons-5/062 Custom Anaconda Environments.mp4 25.61 MB
    python-fundamentals-livelessons-5/063 Neural Networks.mp4 19.25 MB
    python-fundamentals-livelessons-5/064 Tensors.mp4 12.28 MB
    python-fundamentals-livelessons-5/065 Convolutional Neural Networks for Vision; Multi-Classification with the MNIST Dataset.mp4 10.12 MB
    python-fundamentals-livelessons-5/066 Reproducibility in Keras and Deep Learning.mp4 4.51 MB
    python-fundamentals-livelessons-5/067 Basic Keras Neural Network.mp4 9.94 MB
    python-fundamentals-livelessons-5/068 Loading the MNIST Dataset.mp4 22.42 MB
    python-fundamentals-livelessons-5/069 Data Exploration.mp4 3.53 MB
    python-fundamentals-livelessons-5/070 Visualizing Digits.mp4 23.18 MB
    python-fundamentals-livelessons-5/071 Reshaping the Image Data.mp4 15.67 MB
    python-fundamentals-livelessons-5/072 Normalizing the Image Data.mp4 8.24 MB
    python-fundamentals-livelessons-5/073 One-Hot Encoding - Converting the Labels From Integers to Categorical Data.mp4 16.23 MB
    python-fundamentals-livelessons-5/074 Creating the Neural Network.mp4 3.64 MB
    python-fundamentals-livelessons-5/075 Adding Layers to the Network.mp4 5.57 MB
    python-fundamentals-livelessons-5/076 Convolution.mp4 22.68 MB
    python-fundamentals-livelessons-5/077 Adding a Conv2D Convolution Layer to Our Model.mp4 14.96 MB
    python-fundamentals-livelessons-5/078 Dimensionality of the First Convolution Layer’s Output.mp4 6.25 MB
    python-fundamentals-livelessons-5/079 Overfitting.mp4 10.41 MB
    python-fundamentals-livelessons-5/080 Adding a Pooling Layer.mp4 12.52 MB
    python-fundamentals-livelessons-5/081 Adding Another Convolutional Layer and Pooling Layer.mp4 11.5 MB
    python-fundamentals-livelessons-5/082 Flattening the Results to One Dimension with a Keras Flatten Layer.mp4 4.71 MB
    python-fundamentals-livelessons-5/083 Adding a Dense Layer to Reduce the Number of Features.mp4 7.72 MB
    python-fundamentals-livelessons-5/084 Adding Another Dense Layer to Produce the Final Output.mp4 4.66 MB
    python-fundamentals-livelessons-5/085 Printing the Model's Summary.mp4 11.81 MB
    python-fundamentals-livelessons-5/086 Visualizing a Model’s Structure.mp4 9.52 MB
    python-fundamentals-livelessons-5/087 Compiling the Model.mp4 7.6 MB
    python-fundamentals-livelessons-5/088 Training and Evaluating the Model.mp4 24.05 MB
    python-fundamentals-livelessons-5/089 Evaluating the Model on Unseen Data.mp4 5.4 MB
    python-fundamentals-livelessons-5/090 Making Predictions.mp4 6.34 MB
    python-fundamentals-livelessons-5/091 Locating the Incorrect Predictions.mp4 10.52 MB
    python-fundamentals-livelessons-5/092 Visualizing Incorrect Predictions.mp4 14.1 MB
    python-fundamentals-livelessons-5/093 Displaying the Probabilities for Several Incorrect Predictions.mp4 14.89 MB
    python-fundamentals-livelessons-5/094 Saving and Loading a Model.mp4 6.6 MB
    python-fundamentals-livelessons-5/095 Visualizing Neural Network Training with TensorBoard.mp4 69.16 MB
    python-fundamentals-livelessons-5/096 ConvnetJS - Browser-Based Deep-Learning Training and Visualization.mp4 19.45 MB
    python-fundamentals-livelessons-5/097 Recurrent Neural Networks for Sequences; Sentiment Analysis with the IMDb Dataset.mp4 18.15 MB
    python-fundamentals-livelessons-5/098 Loading the IMDb Movie Reviews Dataset.mp4 18.22 MB
    python-fundamentals-livelessons-5/099 Data Exploration.mp4 8.12 MB
    python-fundamentals-livelessons-5/100 Movie Review Encodings and Decoding a Review.mp4 30.01 MB
    python-fundamentals-livelessons-5/101 Data Preparation.mp4 16.76 MB
    python-fundamentals-livelessons-5/102 Creating the Neural Network.mp4 1.92 MB
    python-fundamentals-livelessons-5/103 Adding an Embedding Layer.mp4 11.99 MB
    python-fundamentals-livelessons-5/104 Adding an LSTM Layer.mp4 14.23 MB
    python-fundamentals-livelessons-5/105 Adding a Dense Output Layer.mp4 2.21 MB
    python-fundamentals-livelessons-5/106 Compiling the Model and Displaying the Summary.mp4 7.21 MB
    python-fundamentals-livelessons-5/107 Training and Evaluating the Model (1 of 2).mp4 18.53 MB
    python-fundamentals-livelessons-5/108 Training and Evaluating the Model (2 of 2).mp4 7.59 MB
    python-fundamentals-livelessons-5/109 Tuning Deep Learning Models.mp4 11.72 MB
    python-fundamentals-livelessons-5/110 Lesson overview.mp4 12.71 MB
    python-fundamentals-livelessons-5/111 Introduction--Databases.mp4 9.86 MB
    python-fundamentals-livelessons-5/112 Introduction--Apache Hadoop and Apache Spark.mp4 11.88 MB
    python-fundamentals-livelessons-5/113 Introduction--Internet of Things.mp4 5.44 MB
    python-fundamentals-livelessons-5/114 Introduction--Experience Cloud and Desktop Big-Data Software.mp4 10.07 MB
    python-fundamentals-livelessons-5/115 Introduction--Big Data Sources.mp4 4.43 MB
    python-fundamentals-livelessons-5/116 Relational Databases and Structured Query Language (SQL).mp4 10.08 MB
    python-fundamentals-livelessons-5/117 A books Database.mp4 34.81 MB
    python-fundamentals-livelessons-5/118 SELECT Queries.mp4 3.03 MB
    python-fundamentals-livelessons-5/119 WHERE Clause.mp4 8.57 MB
    python-fundamentals-livelessons-5/120 ORDER BY Clause.mp4 7.09 MB
    python-fundamentals-livelessons-5/121 Merging Data from Multiple Tables - INNER JOIN.mp4 4.86 MB
    python-fundamentals-livelessons-5/122 INSERT INTO Statement.mp4 6.59 MB
    python-fundamentals-livelessons-5/123 UPDATE Statement.mp4 4.19 MB
    python-fundamentals-livelessons-5/124 DELETE FROM Statement.mp4 5.07 MB
    python-fundamentals-livelessons-5/125 NoSQL and NewSQL Big-Data Databases - A Brief Tour.mp4 11.73 MB
    python-fundamentals-livelessons-5/126 NoSQL Key-Value Databases.mp4 4.72 MB
    python-fundamentals-livelessons-5/127 NoSQL Document Databases.mp4 4.65 MB
    python-fundamentals-livelessons-5/128 NoSQL Columnar Databases.mp4 8.38 MB
    python-fundamentals-livelessons-5/129 NoSQL Graph Databases.mp4 6.99 MB
    python-fundamentals-livelessons-5/130 NewSQL Databases.mp4 12.41 MB
    python-fundamentals-livelessons-5/131 Case Study - A MongoDB JSON Document Database.mp4 11.23 MB
    python-fundamentals-livelessons-5/132 Creating the MongoDB Atlas Cluster.mp4 24.69 MB
    python-fundamentals-livelessons-5/133 Streaming Tweets into MongoDB.mp4 80.23 MB
    python-fundamentals-livelessons-5/134 Hadoop.mp4 2.44 MB
    python-fundamentals-livelessons-5/135 Hadoop Overview.mp4 22.92 MB
    python-fundamentals-livelessons-5/136 Summarizing Word Lengths in Romeo and Juliet via MapReduce.mp4 8.26 MB
    python-fundamentals-livelessons-5/137 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 1.mp4 12.13 MB
    python-fundamentals-livelessons-5/138 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 2.mp4 39.82 MB
    python-fundamentals-livelessons-5/139 Hadoop Streaming.mp4 9 MB
    python-fundamentals-livelessons-5/140 Implementing the Mapper.mp4 15.02 MB
    python-fundamentals-livelessons-5/141 Implementing the Reducer.mp4 11.72 MB
    python-fundamentals-livelessons-5/142 Preparing to Run the MapReduce Example.mp4 22.01 MB
    python-fundamentals-livelessons-5/143 Running the MapReduce Job.mp4 41.59 MB
    python-fundamentals-livelessons-5/144 Spark Overview.mp4 19.96 MB
    python-fundamentals-livelessons-5/145 Docker and the Jupyter Docker Stacks.mp4 53.87 MB
    python-fundamentals-livelessons-5/146 Word Count with Spark.mp4 51.82 MB
    python-fundamentals-livelessons-5/147 Spark Word Count on Microsoft Azure.mp4 58.79 MB
    python-fundamentals-livelessons-5/148 Spark Streaming - Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4 20.09 MB
    python-fundamentals-livelessons-5/149 Streaming Tweets to a Socket.mp4 37.42 MB
    python-fundamentals-livelessons-5/150 Summarizing Tweet Hashtags; Introducing Spark SQL.mp4 69.3 MB
    python-fundamentals-livelessons-5/151 Internet of Things and Dashboards.mp4 3.78 MB
    python-fundamentals-livelessons-5/152 Publish and Subscribe.mp4 2.28 MB
    python-fundamentals-livelessons-5/153 Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4 31.24 MB
    python-fundamentals-livelessons-5/154 Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard.io.mp4 44.31 MB
    python-fundamentals-livelessons-5/155 Creating a Python PubNub Subscriber.mp4 48.09 MB

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