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【影视】 [FreeTutorials.us] learning-python-for-data-analysis-and-visualization

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02 Setup/003 Installation Setup and Overview.mp4 39.5 MB
03 Learning Numpy/011 Universal Array Function.mp4 15.7 MB
03 Learning Numpy/012 Array Processing.mp4 43.0 MB
03 Learning Numpy/013 Array Input and Output.mp4 14.7 MB
03 Learning Numpy/010 Array Transposition.mp4 7.9 MB
03 Learning Numpy/008 Using arrays and scalars.mp4 8.3 MB
03 Learning Numpy/009 Indexing Arrays.mp4 27.4 MB
03 Learning Numpy/007 Creating arrays.mp4 13.7 MB
03 Learning Numpy/006 Intro to numpy.html 1.2 kB
04 Intro to Pandas/021 Rank and Sort.mp4 9.9 MB
04 Intro to Pandas/022 Summary Statistics.mp4 48.3 MB
04 Intro to Pandas/023 Missing Data.mp4 19.8 MB
04 Intro to Pandas/024 Index Hierarchy.mp4 25.2 MB
04 Intro to Pandas/020 Data Alignment.mp4 18.6 MB
04 Intro to Pandas/019 Selecting Entries.mp4 19.0 MB
04 Intro to Pandas/014 Series.mp4 25.9 MB

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【影视】 [ www.Torrenting.com ] - Mega.Python.Vs.Gatoroid.2011.BRRip.XviD-ViP3R

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READ this before playing the Movie.txt 509 Bytes
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【影视】 [FreeTutorials.us] the-python-mega-course

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01 Getting Started/001 Course Introduction.mp4 16.3 MB
01 Getting Started/002 Three Typical Python Programs.mp4 10.8 MB
01 Getting Started/003 Setting up Python on Windows.mp4 17.7 MB
01 Getting Started/004 Setting up Python on Mac.mp4 11.8 MB
01 Getting Started/005 Creating and Executing a Python Program on Windows.mp4 11.1 MB
01 Getting Started/006 Creating and Executing a Python Program on Mac.mp4 12.4 MB
01 Getting Started/007 Setting up Atom on Windows.mp4 13.6 MB
01 Getting Started/008 Setting up Atom on Mac.mp4 13.3 MB
01 Getting Started/009 Installation FAQs.html 2.5 kB
02 Variables Datatypes and Functions/010 Section Introduction.mp4 1.5 MB
02 Variables Datatypes and Functions/011 Variables.mp4 7.8 MB
02 Variables Datatypes and Functions/012 Numbers.mp4 14.2 MB
02 Variables Datatypes and Functions/013 Numbers and Operators.mp4 7.0 MB
02 Variables Datatypes and Functions/014 Strings.mp4 10.0 MB
02 Variables Datatypes and Functions/015 String Indexing and Splitting.mp4 12.2 MB
02 Variables Datatypes and Functions/016 Lists.mp4 8.7 MB
02 Variables Datatypes and Functions/017 How to Ask a Good Programming Question.html 2.7 kB
02 Variables Datatypes and Functions/018 Tuples.mp4 4.5 MB
02 Variables Datatypes and Functions/019 Dictionaries.mp4 9.6 MB
02 Variables Datatypes and Functions/020 Functions.mp4 8.3 MB

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【影视】 [FreeTutorials.Us] complete-python-bootcamp

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01 Course Overview/001 Course Introduction.mp4 8.4 MB
01 Course Overview/002 Course Curriculum Overview.mp4 19.7 MB
01 Course Overview/003 Python 2 vs Python 3.mp4 40.5 MB
01 Course Overview/004 How to Approach This Course.mp4 12.4 MB
01 Course Overview/005 Course FAQs.html 3.3 kB
02 Python Setup/006 Installation Notes.html 3.4 kB
02 Python Setup/007 Jupyter Notebook Installation.mp4 38.5 MB
02 Python Setup/008 IDE Selection.mp4 49.3 MB
02 Python Setup/009 Jupyter iPython Notebooks.mp4 60.7 MB
02 Python Setup/010 FAQ - Notebooks.mp4 12.0 MB
02 Python Setup/011 Additional Resources.mp4 52.4 MB
02 Python Setup/012 Git and Github Overview Optional.mp4 20.1 MB
03 Python Object and Data Structure Basics/013 Numbers.mp4 32.9 MB
03 Python Object and Data Structure Basics/014 Numbers - FAQ.html 778 Bytes
03 Python Object and Data Structure Basics/015 Strings.mp4 79.3 MB
03 Python Object and Data Structure Basics/016 Strings -FAQ.html 624 Bytes
03 Python Object and Data Structure Basics/017 Print Formatting.mp4 65.4 MB
03 Python Object and Data Structure Basics/018 Print Formatting FAQs.html 1.7 kB
03 Python Object and Data Structure Basics/019 Lists.mp4 71.4 MB
03 Python Object and Data Structure Basics/020 Lists - FAQ.html 633 Bytes

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【影视】 ClaudiaMarie.13.06.04.The.Burmese.Python.Reloaded.XXX.720p.MP4-KTR[rarbg]

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RARBG.txt 30 Bytes
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claudiamarie.13.06.04.the.burmese.python.reloaded.nfo 5.2 kB

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【影视】 Frank Kane - Data Science and Machine Learning with Python

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01 Getting Started/001 Introduction.mp4 46.1 MB
01 Getting Started/002 Getting What You Need.mp4 26.4 MB
01 Getting Started/003 Activity Installing Enthought Canopy.mp4 35.0 MB
01 Getting Started/004 Python Basics, Part 1.mp4 46.1 MB
01 Getting Started/005 Activity Python Basics, Part 2.mp4 29.8 MB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher, and Python Practise/002 Mean, Median, Mode.mp4 29.5 MB
02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 40.9 MB
02 Statistics and Probability Refresher, and Python Practise/004 Activity Variation and Standard Deviation.mp4 47.8 MB
02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 13.0 MB
02 Statistics and Probability Refresher, and Python Practise/006 Common Data Distributions.mp4 29.0 MB
02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 45.1 MB
02 Statistics and Probability Refresher, and Python Practise/008 Activity A Crash Course in matplotlib.mp4 51.7 MB
02 Statistics and Probability Refresher, and Python Practise/009 Activity Covariance and Correlation.mp4 52.2 MB
02 Statistics and Probability Refresher, and Python Practise/010 Exercise Conditional Probability.mp4 55.4 MB
02 Statistics and Probability Refresher, and Python Practise/011 Exercise Solution Conditional Probability of Purchase by Age.mp4 14.8 MB
02 Statistics and Probability Refresher, and Python Practise/012 Bayes Theorem.mp4 31.6 MB
03 Predictive Models/001 Activity Linear Regression.mp4 43.1 MB
03 Predictive Models/002 Activity Polynomial Regression.mp4 31.2 MB

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【影视】 O'Reilly - Building Data Pipelines with Python

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1. Welcome To The Course.mp4 9.5 MB
10. Celery Architecture & Set Up.mp4 38.2 MB
11. Writing Your First Tasks.mp4 37.9 MB
12. Deploying Your Tasks.mp4 36.0 MB
13. Scaling Your Workers.mp4 53.2 MB
14. Monitoring With Flower.mp4 27.2 MB
15. Advanced Celery Features.mp4 36.9 MB
16. Why Dask.mp4 17.0 MB
17. First Steps With Dask.mp4 41.6 MB
18. Dask Bags.mp4 56.1 MB
19. Dask Distributed.mp4 54.5 MB
2. About The Author.mp4 11.5 MB
20. What Are Data Pipelines.mp4 14.1 MB
21. Luigi And Airflow A Comparison.mp4 23.7 MB
22. First Steps With Luigi.mp4 41.2 MB
23. More Complex Luigi Tasks.mp4 43.9 MB
24. Introduction To Hadoop.mp4 45.1 MB
25. First Steps With Airflow.mp4 44.2 MB
26. Custom Tasks With Airflow.mp4 52.3 MB
27. Advanced Airflow Subdags And Branches.mp4 63.7 MB

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【影视】 [FreeTutorials.Us] python-masterclass-course

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13 Make Web Applications In Python Using Django/attached_files/156 Django tutorial 22 Navigation Bar Touchup/HTML-files-used-for-the-project.txt 5.6 kB
02 Basic Python Concepts/quizzes/001 Quiz For Section 1.html 4.2 kB
03 Control Structures In Python/quizzes/002 Quiz For Section 2.html 4.3 kB
04 Functions Modules In Python/quizzes/003 Quiz For Section 3.html 3.1 kB
05 Exception Handling File Handling In Python/quizzes/004 Quiz For Section 4.html 3.6 kB
06 Some More Types In Python/quizzes/005 Quiz For Section 5.html 2.5 kB
01 Introduction/001 Introduction To The Course.mp4 5.0 MB
02 Basic Python Concepts/002 Installing Python And PyCharm.mp4 21.7 MB
02 Basic Python Concepts/003 Hello World Program In Python.mp4 19.2 MB
02 Basic Python Concepts/004 Some other mathematical operations in Python.mp4 12.7 MB
02 Basic Python Concepts/005 Strings In Python.mp4 11.1 MB
02 Basic Python Concepts/006 Accepting input from the user in Python.mp4 11.0 MB
02 Basic Python Concepts/007 Performing operations on a string in Python.mp4 11.4 MB
02 Basic Python Concepts/008 Variables in Python.mp4 14.3 MB
02 Basic Python Concepts/009 In place operators in Python..mp4 13.3 MB
02 Basic Python Concepts/010 Writing our very first program in PyCharm.mp4 10.8 MB
02 Basic Python Concepts/011 Coding Challenge Part 1.mp4 15.1 MB
02 Basic Python Concepts/012 Notes Summary For Section 1.html 4.7 kB
03 Control Structures In Python/013 If statement in Python.mp4 17.1 MB
03 Control Structures In Python/014 Elif statement in Python.mp4 11.6 MB

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【影视】 Addison-Wesley Professional - Learn Python 3 the Hard Way

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01 - Exercise 0 - The Setup (Linux).mp4 1.1 GB
47 - Exercise 42 - Is-A, Has-A, Objects, and Classes.mp4 145.2 MB
35 - Exercise 30 - Else and If.mp4 78.9 MB
36 - Exercise 31 - Making Decisions.mp4 178.7 MB
37 - Exercise 32 - Loops and Lists.mp4 274.6 MB
38 - Exercise 33 - While Loops.mp4 219.2 MB
39 - Exercise 34 - Accessing Elements of Lists.mp4 164.1 MB
40 - Exercise 35 - Branches and Functions.mp4 141.5 MB
41 - Exercise 36 - Designing and Debugging.mp4 164.2 MB
42 - Exercise 37 - Symbol Review.mp4 225.7 MB
43 - Exercise 38 - Doing Things to Lists.mp4 299.7 MB
44 - Exercise 39 - Dictionaries, Oh Lovely Dictionaries.mp4 219.9 MB
45 - Exercise 40 - Modules, Classes, and Objects.mp4 424.0 MB
46 - Exercise 41 - Learning to Speak Object-Oriented.mp4 361.2 MB
48 - Exercise 43 - Basic Object-Oriented Analysis and Design.mp4 432.1 MB
02 - Exercise 0 - The Setup (macOS).mp4 238.9 MB
49 - Exercise 44 - Inheritance Versus Composition.mp4 176.2 MB
50 - Exercise 45 - You Make a Game.mp4 160.7 MB
51 - Exercise 46 - A Project Skeleton (macOS).mp4 417.4 MB
52 - Exercise 46 - A Project Skeleton (Windows).mp4 490.4 MB

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【影视】 O'Reilly - Python Beyond the Basics - Object-Oriented Programming

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01. Introduction To Object Oriented Python/0101 Introduction And About The Author.mp4 10.0 MB
01. Introduction To Object Oriented Python/0102 What Is Object Oriented Programming And Why.mp4 13.7 MB
01. Introduction To Object Oriented Python/0103 Object-Oriented Python.mp4 26.0 MB
01. Introduction To Object Oriented Python/0104 Modules Versus Classes.mp4 16.4 MB
02. Getting Started/0201 Prerequisites And Toolkit.mp4 8.2 MB
02. Getting Started/0202 Choosing An IDE Or Text Editor And Workflow.mp4 10.8 MB
03. Classes/0301 Classes, Instances, Attributes And Methods.mp4 25.2 MB
03. Classes/0302 Defining A Class.mp4 22.8 MB
03. Classes/0303 Instance Methods.mp4 27.1 MB
03. Classes/0304 Instance Attributes.mp4 15.3 MB
03. Classes/0305 Encapsulation.mp4 27.0 MB
03. Classes/0306 Init Constructor.mp4 27.4 MB
03. Classes/0307 Class Attributes.mp4 12.6 MB
03. Classes/0308 Working With Class And Instance Data.mp4 30.1 MB
03. Classes/0309 Assignment 1.mp4 18.2 MB
03. Classes/0310 Assignment 1 - Solution.mp4 18.9 MB
04. Inheritance And Polymorphism/0401 Inheriting Attributes.mp4 18.5 MB
04. Inheritance And Polymorphism/0402 Inheritance Examples.mp4 31.2 MB
04. Inheritance And Polymorphism/0403 Polymorphism.mp4 30.5 MB
04. Inheritance And Polymorphism/0404 Inheriting The Constructor.mp4 12.8 MB

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【影视】 [FreeTutorials.Us] python-for-finance-and-trading-algorithms

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01 Course Introduction/attached_files/004 Course FAQ/Python-for-Finance-Repo.zip 10.7 MB
02 Course Materials and Set-up/attached_files/006 Course Installation Guide/Python-for-Finance-Repo.zip 10.7 MB
01 Course Introduction/001 Introduction to Course.mp4 8.9 MB
01 Course Introduction/002 Course Overview Lecture DONT SKIP THIS.mp4 9.0 MB
01 Course Introduction/003 Did you skip the last lecture Please go back and view it.html 1.0 kB
01 Course Introduction/004 Course FAQ.html 2.1 kB
02 Course Materials and Set-up/005 Course Installation Help Notes.html 1.5 kB
02 Course Materials and Set-up/006 Course Installation Guide.mp4 21.7 MB
03 Python Crash Course/007 Welcome to the Python Crash Course.mp4 2.4 MB
03 Python Crash Course/008 Introduction to Crash Course.mp4 2.5 MB
03 Python Crash Course/009 Python Crash Course Part One.mp4 39.8 MB
03 Python Crash Course/010 Python Crash Course Part Two.mp4 25.4 MB
03 Python Crash Course/011 Python Crash Course Part Three.mp4 30.0 MB
03 Python Crash Course/012 Python Crash Course Exercises.mp4 13.1 MB
03 Python Crash Course/013 Python Crash Course Exercise Solutions.mp4 23.2 MB
04 NumPy/014 Welcome to NumPy.mp4 3.0 MB
04 NumPy/015 Introduction to NumPy.mp4 3.3 MB
04 NumPy/016 NumPy Arrays.mp4 33.5 MB
04 NumPy/017 Numpy Operations.mp4 10.0 MB
04 NumPy/018 Numpy Indexing.mp4 21.3 MB

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【影视】 [FreeTutorials.Us] deep-reinforcement-learning-in-python

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01 Introduction and Logistics/001 Introduction and Outline.mp4 16.6 MB
01 Introduction and Logistics/002 Where to get the Code.mp4 5.4 MB
01 Introduction and Logistics/003 How to Succeed in this Course.mp4 15.1 MB
02 Background Review/004 Review Intro.mp4 4.4 MB
02 Background Review/005 Review of Markov Decision Processes.mp4 12.8 MB
02 Background Review/006 Review of Dynamic Programming.mp4 6.8 MB
02 Background Review/007 Review of Monte Carlo Methods.mp4 6.5 MB
02 Background Review/008 Review of Temporal Difference Learning.mp4 7.5 MB
02 Background Review/009 Review of Approximation Methods for Reinforcement Learning.mp4 3.8 MB
02 Background Review/010 Review of Deep Learning.mp4 11.6 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/011 OpenAI Gym Tutorial.mp4 9.1 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/012 Random Search.mp4 10.8 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/013 Saving a Video.mp4 4.8 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/014 CartPole with Bins Theory.mp4 6.3 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/015 CartPole with Bins Code.mp4 15.4 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/016 RBF Neural Networks.mp4 17.3 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/017 RBF Networks with Mountain Car Code.mp4 14.4 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/018 RBF Networks with CartPole Theory.mp4 3.2 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/019 RBF Networks with CartPole Code.mp4 9.3 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques/020 Theano Warmup.mp4 6.1 MB

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【影视】 Addison-Wesley - Learn More Python the Hard Way LiveLessons

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part00.mp4 466.1 MB
part01.mp4 182.6 MB
part02.mp4 568.4 MB
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part04.mp4 2.2 GB
part05.mp4 1.9 GB
part06.mp4 1.9 GB

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【影视】 [FreeTutorials.Us] master-computer-vision-with-opencv-in-python

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11 Conclusion/attached_files/064 Course Summary and how to become an Expert/ResearchPapersandURLS.pdf 99.0 kB
01 Course Introduction and Setup/001 Introduction.mp4 12.2 MB
01 Course Introduction and Setup/002 Introduction to Computer Vision and OpenCV.mp4 7.5 MB
01 Course Introduction and Setup/003 About this course.mp4 10.8 MB
01 Course Introduction and Setup/004 OpenCV Python Installation Windows.mp4 25.1 MB
01 Course Introduction and Setup/005 Installation Mac.html 6.6 kB
01 Course Introduction and Setup/006 Installation Linux.html 4.4 kB
01 Course Introduction and Setup/007 Setting up our course materials.mp4 4.8 MB
02 Basics of Computer Vision and OpenCV/008 What are Images.mp4 4.6 MB
02 Basics of Computer Vision and OpenCV/009 Image Formation.mp4 6.5 MB
02 Basics of Computer Vision and OpenCV/010 Storing Images on Computers.mp4 11.4 MB
02 Basics of Computer Vision and OpenCV/011 Getting Started with OpenCV.mp4 24.8 MB
02 Basics of Computer Vision and OpenCV/012 Grayscaling.mp4 4.7 MB
02 Basics of Computer Vision and OpenCV/013 Color Spaces.mp4 32.1 MB
02 Basics of Computer Vision and OpenCV/014 Histograms.mp4 13.7 MB
02 Basics of Computer Vision and OpenCV/015 Drawing Images.mp4 10.3 MB
03 Image Manipulations/016 Transformations affine and non-affine.mp4 3.7 MB
03 Image Manipulations/017 Translations.mp4 5.2 MB
03 Image Manipulations/018 Rotations.mp4 6.3 MB
03 Image Manipulations/019 Scaling Re-sizing and Interpolations.mp4 9.1 MB

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【影视】 [FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost

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01 Get Started/001 Outline and Motivation.mp4 7.5 MB
01 Get Started/002 Where to get the Code and Data.mp4 3.5 MB
01 Get Started/003 All Data is the Same.mp4 5.5 MB
01 Get Started/004 Plug-and-Play.mp4 3.7 MB
02 Bias-Variance Trade-Off/005 Bias-Variance Key Terms.mp4 10.7 MB
02 Bias-Variance Trade-Off/006 Bias-Variance Trade-Off.mp4 5.1 MB
02 Bias-Variance Trade-Off/007 Bias-Variance Decomposition.mp4 5.6 MB
02 Bias-Variance Trade-Off/008 Polynomial Regression Demo.mp4 43.8 MB
02 Bias-Variance Trade-Off/009 K-Nearest Neighbor and Decision Tree Demo.mp4 14.5 MB
02 Bias-Variance Trade-Off/010 Cross-Validation as a Method for Optimizing Model Complexity.mp4 7.3 MB
03 Bootstrap Estimates and Bagging/011 Bootstrap Estimation.mp4 15.9 MB
03 Bootstrap Estimates and Bagging/012 Bootstrap Demo.mp4 11.5 MB
03 Bootstrap Estimates and Bagging/013 Bagging.mp4 4.1 MB
03 Bootstrap Estimates and Bagging/014 Bagging Regression Trees.mp4 16.6 MB
03 Bootstrap Estimates and Bagging/015 Bagging Classification Trees.mp4 21.3 MB
03 Bootstrap Estimates and Bagging/016 Stacking.mp4 6.4 MB
04 Random Forest/017 Random Forest Algorithm.mp4 15.1 MB
04 Random Forest/018 Random Forest Regressor.mp4 15.6 MB
04 Random Forest/019 Random Forest Classifier.mp4 13.2 MB
04 Random Forest/020 Random Forest vs Bagging Trees.mp4 8.2 MB

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【影视】 [FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python

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01 Outline Review and Logistical Things/001 Introduction Outline and Review.mp4 4.7 MB
01 Outline Review and Logistical Things/002 Where to get the code data for this course.mp4 3.3 MB
01 Outline Review and Logistical Things/003 How to Succeed in this Course.mp4 10.0 MB
02 Word Embeddings and Word2Vec/004 Alternative to Wikipedia Data Brown Corpus.mp4 13.1 MB
02 Word Embeddings and Word2Vec/005 What is a word embedding.mp4 18.9 MB
02 Word Embeddings and Word2Vec/006 Using pre-trained word embeddings.mp4 4.3 MB
02 Word Embeddings and Word2Vec/007 Word analogies using word embeddings.mp4 6.9 MB
02 Word Embeddings and Word2Vec/008 TF-IDF and t-SNE experiment.mp4 28.0 MB
02 Word Embeddings and Word2Vec/009 Word2Vec introduction.mp4 9.2 MB
02 Word Embeddings and Word2Vec/010 CBOW.mp4 4.4 MB
02 Word Embeddings and Word2Vec/011 Skip-Gram.mp4 6.6 MB
02 Word Embeddings and Word2Vec/012 Negative Sampling.mp4 14.2 MB
02 Word Embeddings and Word2Vec/013 Why do I have 2 word embedding matrices and what do I do with them.mp4 2.7 MB
02 Word Embeddings and Word2Vec/014 Word2Vec in Code with Numpy part 1.mp4 56.3 MB
02 Word Embeddings and Word2Vec/015 Word2Vec in Code with Numpy part 2.mp4 6.3 MB
02 Word Embeddings and Word2Vec/016 Converting a sequence of word indexes to a sequence of word vectors.mp4 5.7 MB
02 Word Embeddings and Word2Vec/017 How to update only part of a Theano shared variable.mp4 9.6 MB
02 Word Embeddings and Word2Vec/018 Word2Vec in Code with Theano.mp4 32.6 MB
03 Word Embeddings using GLoVe/019 Recommender systems and matrix factorization tutorial.mp4 19.9 MB
03 Word Embeddings using GLoVe/020 GLoVe - Global Vectors for Word Representation.mp4 7.4 MB

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【影视】 [FreeTutorials.Us] scrapy-tutorial-web-scraping-with-python

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03 Building Basic Spider with Scrapy/attached_files/006 Scrapy Simple Spider - Part 1/3.1.quotes-spider-basic.zip 6.7 kB
03 Building Basic Spider with Scrapy/attached_files/008 Scrapy Simple Spider - Part 3/3.3.quotes-spider-basic.zip 6.9 kB
04 XPath Syntax/attached_files/009 Using XPath with Scrapy/Xpath-introduction.zip 303 Bytes
06 Building More Advanced Spider with Scrapy/attached_files/012 Scrapy Advanced Spider - Part 1/4.quotes-spider-advanced.zip 26.3 kB
06 Building More Advanced Spider with Scrapy/attached_files/016 Scrapy Architecture/quotes-spider-v5-architecture.zip 7.1 kB
10 Logging into Websites Using Scrapy/attached_files/020 Logging into Websites Using Scrapy/quotes-spider-logging-in-video.zip 4.4 kB
11 Scrapy as a Standalone Script/attached_files/021 Scrapy as a Standalone Script/quotes-spider-runspider-command-video.zip 531 Bytes
12 Building Web Crawler with Scrapy/attached_files/022 Building Web Crawler with Scrapy/books-crawler.zip 4.2 kB
13 Scrapy with Selenium/attached_files/024 Selenium WebDriver Scrapy Selector to Extract URLs/Scrapy-with-Selenium-1.zip 4.3 kB
13 Scrapy with Selenium/attached_files/025 Selenium Loading Next for Data Extraction usable even with JavaScript pages/Scrapy-with-Selenium-2.zip 4.5 kB
14 Scrapy Spider - Books Store/attached_files/027 Grabbing URLs/Advanced-spider-books-1.zip 4.3 kB
14 Scrapy Spider - Books Store/attached_files/028 Data Extraction/Advanced-spider-books-2.zip 4.7 kB
15 More about Scrapy/attached_files/029 Scrapy Arguments/ScrapyArguments.zip 4.7 kB
15 More about Scrapy/attached_files/030 Scrapy Close Function/ScrapyCloseFunction.zip 4.8 kB
16 Export Output to Files/attached_files/031 Scrapy Feed Exports to CSV JSON or XML/ScrapyFeedExports.zip 126.7 kB
16 Export Output to Files/attached_files/032 Export Output to Excel/books-crawler-excel.zip 1.2 MB
18 Extracting Data to Databases - MySQL MongoDB/attached_files/042 Writing Data to MySQL/Writing-Data-to-MySQL.zip 4.9 kB
18 Extracting Data to Databases - MySQL MongoDB/attached_files/045 Writing Data to MongoDB/Writing-data-to-MongoDB.zip 4.8 kB
19 Scrapy Project 2 Web Scraping Course-Central.com/attached_files/046 Scraping Course-Central - Part 1 Subjects/class-central-spider-part1.zip 4.6 kB
19 Scrapy Project 2 Web Scraping Course-Central.com/attached_files/047 Scraping Course-Central - Part 2 Courses/class-central-spider-part2.zip 4.8 kB

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【影视】 [FreeTutorials.Us] unsupervised-deep-learning-in-python

收录时间:2017-08-18 文档个数:40 文档大小:583.4 MB 最近下载:2025-02-09 人气:1563 磁力链接

01 Introduction and Outline/001 Introduction and Outline.mp4 3.4 MB
01 Introduction and Outline/002 Where does this course fit into your deep learning studies.mp4 5.4 MB
01 Introduction and Outline/003 How to Succeed in this Course.mp4 10.0 MB
02 Principal Components Analysis/004 What does PCA do.mp4 12.1 MB
02 Principal Components Analysis/005 PCA derivation.mp4 7.0 MB
02 Principal Components Analysis/006 MNIST visualization finding the optimal number of principal components.mp4 9.8 MB
02 Principal Components Analysis/007 PCA objective function.mp4 3.9 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/008 t-SNE Theory.mp4 8.3 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/009 t-SNE on the Donut.mp4 15.8 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/010 t-SNE on XOR.mp4 9.8 MB
03 t-SNE t-distributed Stochastic Neighbor Embedding/011 t-SNE on MNIST.mp4 4.6 MB
04 Autoencoders/012 Autoencoders.mp4 6.1 MB
04 Autoencoders/013 Denoising Autoencoders.mp4 3.6 MB
04 Autoencoders/014 Stacked Autoencoders.mp4 6.9 MB
04 Autoencoders/015 Writing the autoencoder class in code Theano.mp4 40.4 MB
04 Autoencoders/016 Testing our Autoencoder Theano.mp4 11.9 MB
04 Autoencoders/017 Writing the deep neural network class in code Theano.mp4 44.0 MB
04 Autoencoders/018 Autoencoder in Code Tensorflow.mp4 25.6 MB
04 Autoencoders/019 Testing greedy layer-wise autoencoder training vs. pure backpropagation.mp4 19.4 MB
04 Autoencoders/020 Cross Entropy vs. KL Divergence.mp4 7.8 MB

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【影视】 [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python

收录时间:2017-08-18 文档个数:30 文档大小:325.9 MB 最近下载:2025-02-10 人气:963 磁力链接

01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp4 4.3 MB
01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp4 7.9 MB
01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp4 7.0 MB
01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp4 9.2 MB
02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp4 5.1 MB
02 K-Means Clustering/006 Soft K-Means.mp4 4.4 MB
02 K-Means Clustering/007 The K-Means Objective Function.mp4 3.2 MB
02 K-Means Clustering/008 Soft K-Means in Python Code.mp4 31.7 MB
02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp4 5.5 MB
02 K-Means Clustering/010 Examples of where K-Means can fail.mp4 17.8 MB
02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp4 4.1 MB
02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp4 11.9 MB
02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp4 11.2 MB
02 K-Means Clustering/014 One Way to Choose K.mp4 9.5 MB
02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp4 27.2 MB
03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 4.6 MB
03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp4 6.5 MB
03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 12.4 MB
04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp4 5.5 MB
04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp4 3.1 MB

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【影视】 [FreeTutorials.Us] unsupervised-machine-learning-hidden-markov-models-in-python

收录时间:2017-08-19 文档个数:51 文档大小:744.9 MB 最近下载:2025-02-09 人气:643 磁力链接

01 Introduction and Outline/001 Introduction and Outline Why would you want to use an HMM.mp4 7.1 MB
01 Introduction and Outline/002 Unsupervised or Supervised.mp4 5.5 MB
01 Introduction and Outline/003 Where to get the Code and Data.mp4 2.2 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4 9.2 MB
02 Markov Models/005 The Markov Property.mp4 8.7 MB
02 Markov Models/006 Markov Models.mp4 8.6 MB
02 Markov Models/007 The Math of Markov Chains.mp4 9.5 MB
03 Markov Models Example Problems and Applications/008 Example Problem Sick or Healthy.mp4 5.8 MB
03 Markov Models Example Problems and Applications/009 Example Problem Expected number of continuously sick days.mp4 4.9 MB
03 Markov Models Example Problems and Applications/010 Example application SEO and Bounce Rate Optimization.mp4 16.6 MB
03 Markov Models Example Problems and Applications/011 Example Application Build a 2nd-order language model and generate phrases.mp4 28.2 MB
03 Markov Models Example Problems and Applications/012 Example Application Googles PageRank algorithm.mp4 9.1 MB
04 Hidden Markov Models for Discrete Observations/013 From Markov Models to Hidden Markov Models.mp4 10.7 MB
04 Hidden Markov Models for Discrete Observations/014 HMMs are Doubly Embedded.mp4 3.3 MB
04 Hidden Markov Models for Discrete Observations/015 How can we choose the number of hidden states.mp4 7.7 MB
04 Hidden Markov Models for Discrete Observations/016 The Forward-Backward Algorithm.mp4 7.1 MB
04 Hidden Markov Models for Discrete Observations/017 Visual Intuition for the Forward Algorithm.mp4 6.3 MB
04 Hidden Markov Models for Discrete Observations/018 The Viterbi Algorithm.mp4 5.3 MB
04 Hidden Markov Models for Discrete Observations/019 Visual Intuition for the Viterbi Algorithm.mp4 6.0 MB
04 Hidden Markov Models for Discrete Observations/020 The Baum-Welch Algorithm.mp4 4.6 MB

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