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文件列表

  • python-fundamentals-livelessons-4/008 Properties for Data Access--Class Time Definition.mp4 231.1 MB
  • python-fundamentals-livelessons-4/015 Case Study - Card Shuffling and Dealing Simulation--Displaying Card Images with Matplotlib.mp4 215.1 MB
  • python-fundamentals-livelessons-1/62 Case Study - A Game of Chance.mp4 203.1 MB
  • python-fundamentals-livelessons-4/032 Unit Testing with Docstrings and doctest.mp4 202.1 MB
  • python-fundamentals-livelessons-1/26 Decision Making - The if Statement and Comparison Operators.mp4 196.0 MB
  • python-fundamentals-livelessons-5/035 Visualizing the Features.mp4 191.0 MB
  • python-fundamentals-livelessons-5/002 Introduction to Machine Learning.mp4 168.9 MB
  • python-fundamentals-livelessons-1/14 Writing and Executing Code in a Jupyter Notebook.mp4 168.8 MB
  • python-fundamentals-livelessons-2/037 Visualizing Die-Roll Frequencies and Percentages--Part 3.mp4 161.8 MB
  • python-fundamentals-livelessons-2/036 Visualizing Die-Roll Frequencies and Percentages--Part 2.mp4 159.0 MB
  • python-fundamentals-livelessons-1/48 Using Type Decimal for Monetary Amounts.mp4 156.7 MB
  • python-fundamentals-livelessons-4/004 Custom Class Account--Account Class Definition.mp4 155.1 MB
  • python-fundamentals-livelessons-1/56 Defining Functions.mp4 150.6 MB
  • python-fundamentals-livelessons-2/027 Filter, Map and Reduce.mp4 143.5 MB
  • python-fundamentals-livelessons-1/60 Random-Number Generation.mp4 139.7 MB
  • python-fundamentals-livelessons-4/019 Building an Inheritance Hierarchy and Introducing Polymorphism--Sublass SalariedCommissionEmployee.mp4 137.3 MB
  • python-fundamentals-livelessons-1/16 Variables and Assignment Statements.mp4 133.3 MB
  • python-fundamentals-livelessons-2/003 Lists.mp4 130.0 MB
  • python-fundamentals-livelessons-4/013 Case Study - Card Shuffling and Dealing Simulation--Class Card and an Introduction to Class Attributes.mp4 125.7 MB
  • python-fundamentals-livelessons-1/30 Intro to Data Science - Basic Descriptive Statistics.mp4 122.7 MB
  • python-fundamentals-livelessons-2/038 Visualizing Die-Roll Frequencies and Percentages--Part 4.mp4 121.1 MB
  • python-fundamentals-livelessons-5/052 Visualizing the Dataset with a Seaborn pairplot.mp4 120.9 MB
  • python-fundamentals-livelessons-2/035 Visualizing Die-Roll Frequencies and Percentages--Part 1.mp4 119.0 MB
  • python-fundamentals-livelessons-4/028 A Brief Intro to Python 3.7's New Data Classes--Creating a Card Data Class.mp4 112.5 MB
  • python-fundamentals-livelessons-4/018 Building an Inheritance Hierarchy and Introducing Polymorphism--Base Class CommissionEmployee.mp4 111.5 MB
  • python-fundamentals-livelessons-5/057 Introduction.mp4 109.9 MB
  • python-fundamentals-livelessons-5/054 Dimensionality Reduction with Principal Component Analysis.mp4 109.4 MB
  • python-fundamentals-livelessons-4/095 Getting and Mapping the Tweets.mp4 104.5 MB
  • python-fundamentals-livelessons-4/034 Namespaces and Scopes.mp4 103.9 MB
  • python-fundamentals-livelessons-3/060 try Statements.mp4 102.4 MB
  • python-fundamentals-livelessons-4/044 TextBlob.mp4 102.0 MB
  • python-fundamentals-livelessons-1/12 Using IPython Interactive Mode as a Calculator.mp4 101.9 MB
  • python-fundamentals-livelessons-1/43 Sequence-Controlled Iteration.mp4 101.3 MB
  • python-fundamentals-livelessons-5/053 Using a KMeans Estimator.mp4 101.0 MB
  • python-fundamentals-livelessons-1/45 Sentinel-Controlled Iteration.mp4 98.9 MB
  • python-fundamentals-livelessons-4/035 Intro to Data Science - Time Series and Simple Linear Regression--Introduction.mp4 97.8 MB
  • python-fundamentals-livelessons-2/005 Tuples.mp4 97.3 MB
  • python-fundamentals-livelessons-2/007 Unpacking Sequences.mp4 94.0 MB
  • python-fundamentals-livelessons-4/014 Case Study - Card Shuffling and Dealing Simulation--Class DeckOfCards.mp4 90.8 MB
  • python-fundamentals-livelessons-2/020 Other List Methods.mp4 90.4 MB
  • python-fundamentals-livelessons-1/01 Introduction to Python Fundamentals LiveLessons - Part 1.mp4 89.5 MB
  • python-fundamentals-livelessons-5/022 Running Multiple Models to Find the Best One.mp4 88.5 MB
  • python-fundamentals-livelessons-1/39 for Statement; Iterables, Lists and Iterators; Built-in range Function.mp4 84.4 MB
  • python-fundamentals-livelessons-5/133 Streaming Tweets into MongoDB.mp4 84.1 MB
  • python-fundamentals-livelessons-1/70 Scope Rules.mp4 84.1 MB
  • python-fundamentals-livelessons-1/76 Intro to Data Science - Measures of Dispersion.mp4 83.8 MB
  • python-fundamentals-livelessons-2/028 Self Check.mp4 83.1 MB
  • python-fundamentals-livelessons-5/039 Visualizing the Expected vs. Predicted Prices.mp4 81.8 MB
  • python-fundamentals-livelessons-1/18 Arithmetic.mp4 79.7 MB
  • python-fundamentals-livelessons-4/005 Self Check.mp4 79.7 MB
  • python-fundamentals-livelessons-5/003 Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 1.mp4 79.4 MB
  • python-fundamentals-livelessons-2/065 Intro to Data Science - Dynamic Visualizations--Implementing Dynamic Visualization, Part 1.mp4 78.7 MB
  • python-fundamentals-livelessons-3/069 Intro to Data Science - Working with CSV Files--Reading the Titanic Disaster Dataset.mp4 77.3 MB
  • python-fundamentals-livelessons-5/033 Loading the Dataset.mp4 77.2 MB
  • python-fundamentals-livelessons-5/041 Choosing the Best Model.mp4 76.7 MB
  • python-fundamentals-livelessons-5/011 Visualizing the Data.mp4 76.6 MB
  • python-fundamentals-livelessons-1/24 Getting Input from the User.mp4 76.5 MB
  • python-fundamentals-livelessons-4/003 Custom Class Account--Test-Driving Class Account.mp4 75.2 MB
  • python-fundamentals-livelessons-1/20 Function print and an Intro to Single- and Double-Quoted Strings.mp4 75.2 MB
  • python-fundamentals-livelessons-1/35 if…else and if…elif…else Statements.mp4 74.6 MB
  • python-fundamentals-livelessons-4/024 Class Complex Definition.mp4 74.5 MB
  • python-fundamentals-livelessons-3/001 Introduction to Python Fundamentals - Part 3.mp4 74.5 MB
  • python-fundamentals-livelessons-1/58 Functions with Multiple Parameters.mp4 74.1 MB
  • python-fundamentals-livelessons-5/034 Exploring the Data with Pandas.mp4 73.9 MB
  • python-fundamentals-livelessons-4/093 Tweet Sentiment Analysis.mp4 73.5 MB
  • python-fundamentals-livelessons-5/150 Summarizing Tweet Hashtags; Introducing Spark SQL.mp4 72.7 MB
  • python-fundamentals-livelessons-5/095 Visualizing Neural Network Training with TensorBoard.mp4 72.5 MB
  • python-fundamentals-livelessons-1/53 Intro to Data Science - Measures of Central Tendency‚ÄîMean, Median and Mode.mp4 71.9 MB
  • python-fundamentals-livelessons-1/69 Methods - Functions That Belong to Objects.mp4 71.8 MB
  • python-fundamentals-livelessons-3/066 Intro to Data Science - Working with CSV Files--Python Standard Library Module csv.mp4 71.4 MB
  • python-fundamentals-livelessons-5/023 Hyperparameter Tuning.mp4 71.2 MB
  • python-fundamentals-livelessons-5/012 Splitting the Data for Training and Testing.mp4 71.1 MB
  • python-fundamentals-livelessons-2/012 Self Check.mp4 70.4 MB
  • python-fundamentals-livelessons-5/055 Choosing the Best Clustering Estimator.mp4 70.2 MB
  • python-fundamentals-livelessons-5/048 Visualizing the Reduced Data in 3D.mp4 70.0 MB
  • python-fundamentals-livelessons-4/047 Parts-of-Speech Tagging.mp4 69.2 MB
  • python-fundamentals-livelessons-3/042 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 4 - Reformatting Your Data.mp4 68.5 MB
  • python-fundamentals-livelessons-2/018 Searching Sequences.mp4 67.7 MB
  • python-fundamentals-livelessons-2/029 Other Sequence Processing Functions.mp4 67.4 MB
  • python-fundamentals-livelessons-5/021 K-Fold Cross-Validation.mp4 67.3 MB
  • python-fundamentals-livelessons-2/009 Self Check.mp4 67.2 MB
  • python-fundamentals-livelessons-5/051 Exploring the Iris Dataset - Descriptive Statistics with Pandas.mp4 67.0 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 65.1 MB
  • python-fundamentals-livelessons-4/007 Properties for Data Access--Test-Driving Class Time.mp4 65.0 MB
  • python-fundamentals-livelessons-4/026 Named Tuples.mp4 64.8 MB
  • python-fundamentals-livelessons-4/009 Self Check.mp4 64.6 MB
  • python-fundamentals-livelessons-4/016 Self Check.mp4 64.6 MB
  • python-fundamentals-livelessons-4/020 Building an Inheritance Hierarchy and Introducing Polymorphism--Processing CommissionEmployees and SalariedCommissionEmployees Polymorphically.mp4 64.0 MB
  • python-fundamentals-livelessons-2/010 Sequence Slicing Part 1 - Getting a Subset of a Sequence.mp4 64.0 MB
  • python-fundamentals-livelessons-1/33 if Statement.mp4 63.9 MB
  • python-fundamentals-livelessons-4/011 Simulating 'Private' Attributes.mp4 63.4 MB
  • python-fundamentals-livelessons-5/147 Spark Word Count on Microsoft Azure.mp4 61.6 MB
  • python-fundamentals-livelessons-1/06 Updating Anaconda.mp4 61.4 MB
  • python-fundamentals-livelessons-1/73 Passing Arguments to Functions - A Deeper Look.mp4 60.6 MB
  • python-fundamentals-livelessons-2/030 Self Check.mp4 60.4 MB
  • python-fundamentals-livelessons-5/058 Deep Learning Applications.mp4 60.4 MB
  • python-fundamentals-livelessons-4/025 Self Check.mp4 59.9 MB
  • python-fundamentals-livelessons-5/042 Case Study - Unsupervised Machine Learning, Part 1--Dimensionality Reduction.mp4 59.1 MB
  • python-fundamentals-livelessons-4/012 Case Study - Card Shuffling and Dealing Simulation--Test Driving Classes Card and DeckOfCards.mp4 59.1 MB
  • python-fundamentals-livelessons-5/001 Lesson overview.mp4 57.0 MB
  • python-fundamentals-livelessons-5/018 Metrics for Model Accuracy - Confusion Matrix.mp4 56.9 MB
  • python-fundamentals-livelessons-3/062 finally Clause.mp4 56.9 MB
  • python-fundamentals-livelessons-5/030 Visualizing the Dataset with the Regression Line.mp4 56.6 MB
  • python-fundamentals-livelessons-3/022 Splitting and Joining Strings.mp4 56.6 MB
  • python-fundamentals-livelessons-5/145 Docker and the Jupyter Docker Stacks.mp4 56.5 MB
  • python-fundamentals-livelessons-1/13 Executing a Python Program Using the IPython Interpreter.mp4 56.4 MB
  • python-fundamentals-livelessons-2/001 Introduction to Python Fundamentals - Part 2.mp4 55.9 MB
  • python-fundamentals-livelessons-5/026 Splitting the Data for Training and Testing.mp4 55.9 MB
  • python-fundamentals-livelessons-4/001 Introduction to Python Fundamentals - Part 4.mp4 55.6 MB
  • python-fundamentals-livelessons-1/22 Triple-Quoted Strings.mp4 55.2 MB
  • python-fundamentals-livelessons-5/007 Loading the Dataset - Displaying the Description.mp4 54.8 MB
  • python-fundamentals-livelessons-5/146 Word Count with Spark.mp4 54.3 MB
  • python-fundamentals-livelessons-1/51 Boolean Operators and, or and not.mp4 54.3 MB
  • python-fundamentals-livelessons-3/023 Self Check.mp4 54.2 MB
  • python-fundamentals-livelessons-1/54 Self Check.mp4 53.4 MB
  • python-fundamentals-livelessons-5/047 Visualizing the Reduced Data with Different Colors for Each Digit.mp4 52.0 MB
  • python-fundamentals-livelessons-4/033 Self Check.mp4 51.8 MB
  • python-fundamentals-livelessons-2/004 Self Check.mp4 51.8 MB
  • python-fundamentals-livelessons-3/043 Self Check.mp4 51.5 MB
  • python-fundamentals-livelessons-5/155 Creating a Python PubNub Subscriber.mp4 50.4 MB
  • python-fundamentals-livelessons-1/68 Self Check.mp4 50.4 MB
  • python-fundamentals-livelessons-1/28 Objects and Dynamic Typing.mp4 50.4 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 50.2 MB
  • python-fundamentals-livelessons-2/034 Sample Graphs for 600, 60,000 and 6,000,000 Die Rolls.mp4 50.2 MB
  • python-fundamentals-livelessons-3/010 Self Check.mp4 50.0 MB
  • python-fundamentals-livelessons-2/016 Sorting Lists.mp4 50.0 MB
  • python-fundamentals-livelessons-2/023 List Comprehensions.mp4 49.8 MB
  • python-fundamentals-livelessons-2/011 Sequence Slicing Part 2 - Modifying a List.mp4 49.8 MB
  • python-fundamentals-livelessons-1/66 Keyword Arguments.mp4 49.3 MB
  • python-fundamentals-livelessons-5/015 Predicting Digit Classes.mp4 49.0 MB
  • python-fundamentals-livelessons-1/23 Self Check.mp4 48.7 MB
  • python-fundamentals-livelessons-1/25 Self Check.mp4 48.7 MB
  • python-fundamentals-livelessons-5/014 Training the Model.mp4 48.5 MB
  • python-fundamentals-livelessons-3/050 Updating Text Files.mp4 48.4 MB
  • python-fundamentals-livelessons-4/090 Creating a Subclass of StreamListener.mp4 48.3 MB
  • python-fundamentals-livelessons-5/020 Metrics for Model Accuracy - Visualizing the Confusion Matrix.mp4 47.1 MB
  • python-fundamentals-livelessons-4/096 Utility Functions in tweetutilities.py and Class LocationListener.mp4 46.8 MB
  • python-fundamentals-livelessons-3/048 Text-File Processing--Reading Data from a Text File.mp4 46.7 MB
  • python-fundamentals-livelessons-4/021 Duck Typing and Polymorphism.mp4 46.7 MB
  • python-fundamentals-livelessons-5/154 Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard.io.mp4 46.5 MB
  • python-fundamentals-livelessons-3/046 Text-File Processing--Writing to a Text File - Introducing the with Statement.mp4 46.3 MB
  • python-fundamentals-livelessons-5/037 Training the Model.mp4 46.2 MB
  • python-fundamentals-livelessons-2/031 Two-Dimensional Lists.mp4 45.8 MB
  • python-fundamentals-livelessons-5/019 Metrics for Model Accuracy - Classification Report.mp4 45.3 MB
  • python-fundamentals-livelessons-5/056 Lesson overview.mp4 45.2 MB
  • python-fundamentals-livelessons-3/056 Self Check.mp4 45.0 MB
  • python-fundamentals-livelessons-3/040 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 1 - Introduction.mp4 44.3 MB
  • python-fundamentals-livelessons-3/070 Intro to Data Science - Working with CSV Files--Simple Data Analysis with the Titanic Disaster Dataset.mp4 43.7 MB
  • python-fundamentals-livelessons-5/143 Running the MapReduce Job.mp4 43.6 MB
  • python-fundamentals-livelessons-3/051 Self Check.mp4 43.5 MB
  • python-fundamentals-livelessons-4/017 Inheritance - Base Classes and Subclasses.mp4 43.3 MB
  • python-fundamentals-livelessons-2/025 Generator Expressions.mp4 42.4 MB
  • python-fundamentals-livelessons-4/072 Getting Information About a Twitter Account.mp4 42.3 MB
  • python-fundamentals-livelessons-4/022 Operator Overloading.mp4 42.2 MB
  • python-fundamentals-livelessons-5/138 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 2.mp4 41.8 MB
  • python-fundamentals-livelessons-4/002 Lesson overview.mp4 41.7 MB
  • python-fundamentals-livelessons-5/050 Loading the Iris Dataset.mp4 41.7 MB
  • python-fundamentals-livelessons-2/002 Lesson overview.mp4 41.5 MB
  • python-fundamentals-livelessons-5/059 Deep Learning Demos.mp4 41.4 MB
  • python-fundamentals-livelessons-5/046 Visualizing the Reduced Data.mp4 40.9 MB
  • python-fundamentals-livelessons-5/008 Loading the Dataset - Checking the Sample and Target Sizes.mp4 40.7 MB
  • python-fundamentals-livelessons-4/023 Test-Driving Class Complex.mp4 40.6 MB
  • python-fundamentals-livelessons-2/015 Passing Lists to Functions.mp4 40.5 MB
  • python-fundamentals-livelessons-4/040 Intro to Data Science - Time Series and Simple Linear Regression--Forecasting Future January Average High Temperatures.mp4 40.0 MB
  • python-fundamentals-livelessons-1/49 Self Check.mp4 39.4 MB
  • python-fundamentals-livelessons-4/091 Initiating Stream Processing.mp4 39.3 MB
  • python-fundamentals-livelessons-1/67 Arbitrary Argument Lists.mp4 39.3 MB
  • python-fundamentals-livelessons-5/149 Streaming Tweets to a Socket.mp4 39.2 MB
  • python-fundamentals-livelessons-4/042 Lesson overview.mp4 38.8 MB
  • python-fundamentals-livelessons-3/028 re Module and Function fullmatch Part 2--Metacharacters, Character Classes and Quantifiers.mp4 38.7 MB
  • python-fundamentals-livelessons-3/055 Serialization with JSON--Displaying JSON Text.mp4 38.6 MB
  • python-fundamentals-livelessons-5/027 Training the Model.mp4 38.3 MB
  • python-fundamentals-livelessons-2/006 Self Check.mp4 38.2 MB
  • python-fundamentals-livelessons-4/029 A Brief Intro to Python 3.7's New Data Classes--Using the Card Data Class.mp4 38.0 MB
  • python-fundamentals-livelessons-2/032 Self Check.mp4 38.0 MB
  • python-fundamentals-livelessons-4/059 Visualizing Word Frequencies with Pandas.mp4 37.6 MB
  • python-fundamentals-livelessons-3/030 re Module and Function fullmatch Part 1--Quantifiers.mp4 37.6 MB
  • python-fundamentals-livelessons-4/036 Intro to Data Science - Time Series and Simple Linear Regression--Components of the Simple Linear Regression Calculation.mp4 37.3 MB
  • python-fundamentals-livelessons-3/018 Searching for Substrings.mp4 37.2 MB
  • python-fundamentals-livelessons-1/47 Self Check.mp4 37.2 MB
  • python-fundamentals-livelessons-5/049 Case Study - Unsupervised Machine Learning, Part 2--k-Means Clustering.mp4 37.1 MB
  • python-fundamentals-livelessons-3/029 re Module and Function fullmatch Part 3--Custom Character Classes.mp4 36.8 MB
  • python-fundamentals-livelessons-2/024 Self Check.mp4 36.8 MB
  • python-fundamentals-livelessons-1/34 Self Check.mp4 36.7 MB
  • python-fundamentals-livelessons-5/117 A books Database.mp4 36.5 MB
  • python-fundamentals-livelessons-2/074 List vs. array Performance - Introducing %timeit.mp4 36.0 MB
  • python-fundamentals-livelessons-5/024 Case Study - Time Series and Simple Linear Regression.mp4 36.0 MB
  • python-fundamentals-livelessons-4/066 Overview of the Twitter APIs.mp4 35.9 MB
  • python-fundamentals-livelessons-1/52 Self Check.mp4 35.8 MB
  • python-fundamentals-livelessons-4/118 SimpleLanguageTranslator.py Script Walkthrough - Main Program - Function run_translator.mp4 35.6 MB
  • python-fundamentals-livelessons-1/71 import - A Deeper Look.mp4 35.5 MB
  • python-fundamentals-livelessons-2/008 Creating a primitive bar chart.mp4 35.2 MB
  • python-fundamentals-livelessons-3/041 Intro to Data Science - Pandas, Regular Expressions and Data Munging Part 3 - Data Validation.mp4 35.1 MB
  • python-fundamentals-livelessons-1/19 Self Check.mp4 35.0 MB
  • python-fundamentals-livelessons-4/080 Searching Recent Tweets.mp4 35.0 MB
  • python-fundamentals-livelessons-5/040 Regression Model Metrics.mp4 34.8 MB
  • python-fundamentals-livelessons-3/065 Stack Unwinding and Tracebacks.mp4 34.8 MB
  • python-fundamentals-livelessons-2/021 Self Check.mp4 34.6 MB
  • python-fundamentals-livelessons-5/044 Creating a TSNE Estimator for Dimensionality Reduction.mp4 34.5 MB
  • python-fundamentals-livelessons-4/119 SimpleLanguageTranslator.py Script Walkthrough - Function speech_to_text.mp4 34.3 MB
  • python-fundamentals-livelessons-1/17 Self Check.mp4 33.8 MB
  • python-fundamentals-livelessons-3/068 Intro to Data Science - Working with CSV Files--Reading CSV Files into Pandas DataFrames.mp4 33.8 MB
  • python-fundamentals-livelessons-5/010 Loading the Dataset - Preparing the Data for Use with Scikit-Learn.mp4 33.7 MB
  • python-fundamentals-livelessons-1/40 Self Check.mp4 33.6 MB
  • python-fundamentals-livelessons-1/64 math Module Functions.mp4 33.5 MB
  • python-fundamentals-livelessons-4/043 Introduction.mp4 33.1 MB
  • python-fundamentals-livelessons-1/61 Self Check.mp4 33.1 MB
  • python-fundamentals-livelessons-3/031 Self Check.mp4 32.8 MB
  • python-fundamentals-livelessons-5/153 Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4 32.8 MB
  • python-fundamentals-livelessons-4/069 What's in a Tweet.mp4 32.7 MB
  • python-fundamentals-livelessons-3/049 Self Check.mp4 32.6 MB
  • python-fundamentals-livelessons-4/038 Intro to Data Science - Time Series and Simple Linear Regression--Cleaning the Data.mp4 32.5 MB
  • python-fundamentals-livelessons-5/025 Loading the Average High Temperatures into a DataFrame.mp4 32.3 MB
  • python-fundamentals-livelessons-3/067 Self Check.mp4 31.9 MB
  • python-fundamentals-livelessons-2/026 Self Check.mp4 31.8 MB
  • python-fundamentals-livelessons-3/005 Formatting Strings--Field Widths and Alignment.mp4 31.8 MB
  • python-fundamentals-livelessons-3/071 Intro to Data Science - Working with CSV Files--Passenger Age Histogram.mp4 31.7 MB
  • python-fundamentals-livelessons-3/003 Formatting Strings--Presentation Types.mp4 31.7 MB
  • python-fundamentals-livelessons-1/63 Self Check.mp4 31.6 MB
  • python-fundamentals-livelessons-5/100 Movie Review Encodings and Decoding a Review.mp4 31.5 MB
  • python-fundamentals-livelessons-3/038 Other Search Functions; Accessing Matches--Capturing Substrings in a Match.mp4 31.3 MB
  • python-fundamentals-livelessons-3/053 Serialization with JSON--Serializing an Object to JSON.mp4 31.1 MB
  • python-fundamentals-livelessons-3/033 Self Check.mp4 30.7 MB
  • python-fundamentals-livelessons-2/017 Self Check.mp4 30.7 MB
  • python-fundamentals-livelessons-1/04 Structure of the examples folder.mp4 30.4 MB
  • python-fundamentals-livelessons-4/060 Visualizing Word Frequencies with Word Clouds.mp4 30.2 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 29.6 MB
  • python-fundamentals-livelessons-3/039 Self Check.mp4 29.5 MB
  • python-fundamentals-livelessons-2/014 Self Check.mp4 29.3 MB
  • python-fundamentals-livelessons-4/122 SimpleLanguageTranslator.py Script Walkthrough - Function record_audio.mp4 29.2 MB
  • python-fundamentals-livelessons-4/030 Self Check.mp4 28.3 MB
  • python-fundamentals-livelessons-1/27 Self Check.mp4 28.3 MB
  • python-fundamentals-livelessons-3/057 File Open Modes.mp4 27.8 MB
  • python-fundamentals-livelessons-1/11 Lesson overview.mp4 27.6 MB
  • python-fundamentals-livelessons-1/31 Self Check.mp4 27.4 MB
  • python-fundamentals-livelessons-3/061 Self Check.mp4 27.3 MB
  • python-fundamentals-livelessons-4/075 Determining an Account's Followers.mp4 27.2 MB
  • python-fundamentals-livelessons-3/063 Self Check.mp4 27.2 MB
  • python-fundamentals-livelessons-5/062 Custom Anaconda Environments.mp4 26.9 MB
  • python-fundamentals-livelessons-1/57 Self Check.mp4 26.6 MB
  • python-fundamentals-livelessons-4/048 Extracting Noun Phrases.mp4 26.5 MB
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  • python-fundamentals-livelessons-5/029 Predicting Future Temperatures and Estimating Past Temperatures.mp4 25.4 MB
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  • python-fundamentals-livelessons-4/084 Getting a List of Trending Topics.mp4 24.9 MB
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  • python-fundamentals-livelessons-3/032 Replacing Substrings and Splitting Strings.mp4 24.6 MB
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  • python-fundamentals-livelessons-5/070 Visualizing Digits.mp4 24.3 MB
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  • python-fundamentals-livelessons-2/050 Example - Word Counts.mp4 24.0 MB
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  • python-fundamentals-livelessons-5/076 Convolution.mp4 23.8 MB
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  • python-fundamentals-livelessons-5/068 Loading the MNIST Dataset.mp4 23.5 MB
  • python-fundamentals-livelessons-5/005 k-Nearest Neighbors Algorithm - Hyperparameters and Hyperparameter Tuning.mp4 23.5 MB
  • python-fundamentals-livelessons-1/46 Built-In Function range - A Deeper Look.mp4 23.5 MB
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  • python-fundamentals-livelessons-5/142 Preparing to Run the MapReduce Example.mp4 23.1 MB
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  • python-fundamentals-livelessons-3/054 Serialization with JSON--Deserializing a JSON Object into Python.mp4 23.0 MB
  • python-fundamentals-livelessons-2/064 Intro to Data Science - Dynamic Visualizations--How Dynamic Visualization Works.mp4 23.0 MB
  • python-fundamentals-livelessons-5/032 Case Study - Multiple Linear Regression with the California Housing Dataset.mp4 22.9 MB
  • python-fundamentals-livelessons-1/05 Installing Anaconda.mp4 22.7 MB
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  • python-fundamentals-livelessons-5/148 Spark Streaming - Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4 21.1 MB
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  • python-fundamentals-livelessons-4/062 Named Entity Recognition with spaCy.mp4 20.9 MB
  • python-fundamentals-livelessons-5/045 Transforming the Digits Dataset's Features into Two Dimensions.mp4 20.8 MB
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  • python-fundamentals-livelessons-2/033 Intro to Data Science - Simulation and Static Visualizations.mp4 20.4 MB
  • python-fundamentals-livelessons-5/096 ConvnetJS - Browser-Based Deep-Learning Training and Visualization.mp4 20.4 MB
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  • python-fundamentals-livelessons-5/063 Neural Networks.mp4 20.2 MB
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  • python-fundamentals-livelessons-5/098 Loading the IMDb Movie Reviews Dataset.mp4 19.1 MB
  • python-fundamentals-livelessons-5/097 Recurrent Neural Networks for Sequences; Sentiment Analysis with the IMDb Dataset.mp4 19.0 MB
  • python-fundamentals-livelessons-4/088 Cleaning_Preprocessing Tweets for Analysis.mp4 18.9 MB
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  • python-fundamentals-livelessons-2/105 Intro to Data Science - pandas Series and DataFrames--Sorting by Column Values.mp4 17.2 MB
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  • python-fundamentals-livelessons-3/064 Explicitly Raising an Exception.mp4 16.4 MB
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  • python-fundamentals-livelessons-2/093 Intro to Data Science - pandas Series and DataFrames--pandas Series Part 2.mp4 15.8 MB
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  • python-fundamentals-livelessons-5/140 Implementing the Mapper.mp4 15.7 MB
  • python-fundamentals-livelessons-2/060 Mathematical Set Operations.mp4 15.7 MB
  • python-fundamentals-livelessons-5/077 Adding a Conv2D Convolution Layer to Our Model.mp4 15.7 MB
  • python-fundamentals-livelessons-2/072 Creating arrays from Ranges.mp4 15.7 MB
  • python-fundamentals-livelessons-3/037 Other Search Functions; Accessing Matches--Functions findall and finditer - Finding All Matches in a String.mp4 15.6 MB
  • python-fundamentals-livelessons-5/093 Displaying the Probabilities for Several Incorrect Predictions.mp4 15.6 MB
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  • python-fundamentals-livelessons-3/027 re Module and Function fullmatch Part 1--Matching Literal Characters.mp4 15.4 MB
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  • python-fundamentals-livelessons-2/051 Python Standard Library Module collections.mp4 15.0 MB
  • python-fundamentals-livelessons-4/100 Watson Services - Watson Assistant Demo.mp4 14.9 MB
  • python-fundamentals-livelessons-5/104 Adding an LSTM Layer.mp4 14.9 MB
  • python-fundamentals-livelessons-4/071 Authenticating with Twitter Via Tweepy.mp4 14.9 MB
  • python-fundamentals-livelessons-4/111 Before You run the App - Registering for the Speech to Text Service.mp4 14.9 MB
  • python-fundamentals-livelessons-5/092 Visualizing Incorrect Predictions.mp4 14.8 MB
  • python-fundamentals-livelessons-2/095 Intro to Data Science - pandas Series and DataFrames--Creating DataFrames and Customizing Indices.mp4 14.6 MB
  • python-fundamentals-livelessons-4/010 Properties for Data Access--Class Time Definition Notes.mp4 14.6 MB
  • python-fundamentals-livelessons-4/061 Readability Assessment with Textatistic.mp4 14.4 MB
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  • python-fundamentals-livelessons-2/062 Mutable Set Operators and Methods.mp4 14.2 MB
  • python-fundamentals-livelessons-2/080 Universal Functions.mp4 14.2 MB
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  • python-fundamentals-livelessons-4/102 Watson Services - Speech to Text.mp4 13.9 MB
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  • python-fundamentals-livelessons-2/049 Example - Dictionary of Student Grades.mp4 13.7 MB
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  • python-fundamentals-livelessons-4/124 Watson Resources.mp4 13.3 MB
  • python-fundamentals-livelessons-4/105 Watson Services - Natural Language Understanding.mp4 13.2 MB
  • python-fundamentals-livelessons-5/080 Adding a Pooling Layer.mp4 13.1 MB
  • python-fundamentals-livelessons-4/121 SimpleLanguageTranslator.py Script Walkthrough - Function text_to_speech.mp4 13.1 MB
  • python-fundamentals-livelessons-5/130 NewSQL Databases.mp4 13.0 MB
  • python-fundamentals-livelessons-1/42 Self Check.mp4 12.9 MB
  • python-fundamentals-livelessons-5/064 Tensors.mp4 12.9 MB
  • python-fundamentals-livelessons-1/10 Getting your questions answered.mp4 12.9 MB
  • python-fundamentals-livelessons-5/137 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight - Part 1.mp4 12.7 MB
  • python-fundamentals-livelessons-5/103 Adding an Embedding Layer.mp4 12.6 MB
  • python-fundamentals-livelessons-3/036 Other Search Functions; Accessing Matches--Metacharacters that Restrict Matches to the Beginning or End of a String.mp4 12.5 MB
  • python-fundamentals-livelessons-5/112 Introduction--Apache Hadoop and Apache Spark.mp4 12.5 MB
  • python-fundamentals-livelessons-5/085 Printing the Model's Summary.mp4 12.4 MB
  • python-fundamentals-livelessons-5/125 NoSQL and NewSQL Big-Data Databases - A Brief Tour.mp4 12.3 MB
  • python-fundamentals-livelessons-5/109 Tuning Deep Learning Models.mp4 12.3 MB
  • python-fundamentals-livelessons-5/141 Implementing the Reducer.mp4 12.3 MB
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  • python-fundamentals-livelessons-2/102 Intro to Data Science - pandas Series and DataFrames--Descriptive Statistics.mp4 12.2 MB
  • python-fundamentals-livelessons-5/081 Adding Another Convolutional Layer and Pooling Layer.mp4 12.1 MB
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  • python-fundamentals-livelessons-5/131 Case Study - A MongoDB JSON Document Database.mp4 11.8 MB
  • python-fundamentals-livelessons-4/065 Introduction.mp4 11.8 MB
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  • python-fundamentals-livelessons-4/057 Deleting Stop Word.mp4 11.5 MB
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  • python-fundamentals-livelessons-4/116 SimpleLanguageTranslator.py Script Walkthrough - Importing Watson SDK Classes from the ibm_watson Module.mp4 11.3 MB
  • python-fundamentals-livelessons-4/039 Intro to Data Science - Time Series and Simple Linear Regression--Calculating Basic Descriptive Statistics for the Dataset.mp4 11.3 MB
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  • python-fundamentals-livelessons-3/011 Concatenating and Repeating Strings.mp4 11.1 MB
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  • python-fundamentals-livelessons-5/065 Convolutional Neural Networks for Vision; Multi-Classification with the MNIST Dataset.mp4 10.6 MB
  • python-fundamentals-livelessons-5/116 Relational Databases and Structured Query Language (SQL).mp4 10.6 MB
  • python-fundamentals-livelessons-5/114 Introduction--Experience Cloud and Desktop Big-Data Software.mp4 10.6 MB
  • python-fundamentals-livelessons-5/017 Metrics for Model Accuracy - Estimator Method score.mp4 10.5 MB
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  • python-fundamentals-livelessons-5/067 Basic Keras Neural Network.mp4 10.4 MB
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  • python-fundamentals-livelessons-4/027 A Brief Intro to Python 3.7's New Data Classes.mp4 9.5 MB
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  • python-fundamentals-livelessons-2/087 Reshaping and Transposing - flatten vs. ravel.mp4 9.0 MB
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  • python-fundamentals-livelessons-5/136 Summarizing Word Lengths in Romeo and Juliet via MapReduce.mp4 8.7 MB
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  • python-fundamentals-livelessons-2/103 Intro to Data Science - pandas Series and DataFrames--Transposing the DataFrame with the T Attribute.mp4 8.6 MB
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  • python-fundamentals-livelessons-5/099 Data Exploration.mp4 8.5 MB
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  • python-fundamentals-livelessons-4/074 Introduction to Tweepy Cursors - Getting an Account's Followers and Friends.mp4 8.2 MB
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  • python-fundamentals-livelessons-5/083 Adding a Dense Layer to Reduce the Number of Features.mp4 8.1 MB
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  • python-fundamentals-livelessons-5/108 Training and Evaluating the Model (2 of 2).mp4 8.0 MB
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  • python-fundamentals-livelessons-5/106 Compiling the Model and Displaying the Summary.mp4 7.6 MB
  • python-fundamentals-livelessons-2/097 Intro to Data Science - pandas Series and DataFrames--Selecting Rows via the loc and iloc Attributes.mp4 7.4 MB
  • python-fundamentals-livelessons-5/120 ORDER BY Clause.mp4 7.4 MB
  • python-fundamentals-livelessons-4/117 SimpleLanguageTranslator.py Script Walkthrough - Other Imported Modules.mp4 7.3 MB
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  • python-fundamentals-livelessons-4/097 Lesson overview.mp4 7.3 MB
  • python-fundamentals-livelessons-4/112 Before You run the App - Registering for the Text to Speech Service.mp4 7.2 MB
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  • python-fundamentals-livelessons-5/016 Case Study - Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 7.1 MB
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  • python-fundamentals-livelessons-1/08 Installing jupyter-matplotlib.mp4 7.0 MB
  • python-fundamentals-livelessons-2/089 Reshaping and Transposing - Horizontal and Vertical Stacking.mp4 7.0 MB
  • python-fundamentals-livelessons-5/094 Saving and Loading a Model.mp4 6.9 MB
  • python-fundamentals-livelessons-5/122 INSERT INTO Statement.mp4 6.9 MB
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  • python-fundamentals-livelessons-4/104 Watson Services - Language Translator.mp4 6.7 MB
  • python-fundamentals-livelessons-5/090 Making Predictions.mp4 6.7 MB
  • python-fundamentals-livelessons-3/035 Other Search Functions; Accessing Matches--Ignoring Case with the Optional flags Keyword Argument.mp4 6.6 MB
  • python-fundamentals-livelessons-5/078 Dimensionality of the First Convolution Layer‚Äôs Output.mp4 6.6 MB
  • python-fundamentals-livelessons-2/099 Intro to Data Science - pandas Series and DataFrames--Selecting Subsets of the Rows and Columns.mp4 6.5 MB
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  • python-fundamentals-livelessons-2/104 Intro to Data Science - pandas Series and DataFrames--Sorting by Indices.mp4 5.7 MB
  • python-fundamentals-livelessons-5/089 Evaluating the Model on Unseen Data.mp4 5.7 MB
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  • python-fundamentals-livelessons-4/123 SimpleLanguageTranslator.py Script Walkthrough - Function play_audio.mp4 5.6 MB
  • python-fundamentals-livelessons-2/085 Deep Copies.mp4 5.5 MB
  • python-fundamentals-livelessons-4/054 Normalization - Stemming and Lemmatization.mp4 5.4 MB
  • python-fundamentals-livelessons-5/124 DELETE FROM Statement.mp4 5.3 MB
  • python-fundamentals-livelessons-2/071 Filling arrays with Specific Values.mp4 5.2 MB
  • python-fundamentals-livelessons-4/115 SimpleLanguageTranslator.py Script Walkthrough.mp4 5.2 MB
  • python-fundamentals-livelessons-2/090 Self Check.mp4 5.1 MB
  • python-fundamentals-livelessons-5/121 Merging Data from Multiple Tables - INNER JOIN.mp4 5.1 MB
  • python-fundamentals-livelessons-2/086 Reshaping and Transposing - reshape vs. resize.mp4 5.1 MB
  • python-fundamentals-livelessons-2/096 Intro to Data Science - pandas Series and DataFrames--Accessing a DataFrame's Columns.mp4 5.0 MB
  • python-fundamentals-livelessons-5/126 NoSQL Key-Value Databases.mp4 5.0 MB
  • python-fundamentals-livelessons-5/082 Flattening the Results to One Dimension with a Keras Flatten Layer.mp4 4.9 MB
  • python-fundamentals-livelessons-2/088 Reshaping and Transposing - Transposing Rows and Columns.mp4 4.9 MB
  • python-fundamentals-livelessons-5/084 Adding Another Dense Layer to Produce the Final Output.mp4 4.9 MB
  • python-fundamentals-livelessons-5/127 NoSQL Document Databases.mp4 4.9 MB
  • python-fundamentals-livelessons-4/113 Before You run the App - Registering for the Language Translator Service.mp4 4.9 MB
  • python-fundamentals-livelessons-5/066 Reproducibility in Keras and Deep Learning.mp4 4.7 MB
  • python-fundamentals-livelessons-3/020 Replacing Substrings.mp4 4.7 MB
  • python-fundamentals-livelessons-4/089 Twitter Streaming API.mp4 4.6 MB
  • python-fundamentals-livelessons-5/115 Introduction--Big Data Sources.mp4 4.6 MB
  • python-fundamentals-livelessons-2/077 Self Check.mp4 4.6 MB
  • python-fundamentals-livelessons-3/015 Changing Character Case.mp4 4.6 MB
  • python-fundamentals-livelessons-5/123 UPDATE Statement.mp4 4.4 MB
  • python-fundamentals-livelessons-2/040 Dictionaries.mp4 4.1 MB
  • python-fundamentals-livelessons-4/092 Twitter Restrictions Note.mp4 4.0 MB
  • python-fundamentals-livelessons-5/151 Internet of Things and Dashboards.mp4 4.0 MB
  • python-fundamentals-livelessons-2/070 Self Check.mp4 3.8 MB
  • python-fundamentals-livelessons-5/074 Creating the Neural Network.mp4 3.8 MB
  • python-fundamentals-livelessons-2/081 Self Check.mp4 3.7 MB
  • python-fundamentals-livelessons-5/069 Data Exploration.mp4 3.7 MB
  • python-fundamentals-livelessons-2/063 Set Comprehensions.mp4 3.3 MB
  • python-fundamentals-livelessons-1/03 Getting the code.mp4 3.2 MB
  • python-fundamentals-livelessons-5/118 SELECT Queries.mp4 3.2 MB
  • python-fundamentals-livelessons-4/110 Before You run the App.mp4 3.1 MB
  • python-fundamentals-livelessons-4/073 Self Check.mp4 2.9 MB
  • python-fundamentals-livelessons-4/079 Self Check.mp4 2.7 MB
  • python-fundamentals-livelessons-4/081 Self Check.mp4 2.7 MB
  • python-fundamentals-livelessons-4/082 Spotting Trends - Twitter Trends API.mp4 2.6 MB
  • python-fundamentals-livelessons-5/134 Hadoop.mp4 2.6 MB
  • python-fundamentals-livelessons-5/152 Publish and Subscribe.mp4 2.4 MB
  • python-fundamentals-livelessons-5/105 Adding a Dense Output Layer.mp4 2.3 MB
  • python-fundamentals-livelessons-5/102 Creating the Neural Network.mp4 2.0 MB
  • lrg.jpg 264.0 kB

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