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【压缩文件】 [FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp

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01 Course Introduction/001 Introduction to the Course.mp4 45.1 MB
01 Course Introduction/002 Course Help and Welcome.mp4 23.2 MB
01 Course Introduction/003 Course FAQs.html 5.7 kB
01 Course Introduction/attached_files/003 Course FAQs/Python-Data-Science-and-Machine-Learning-Bootcamp.zip 139.4 MB
02 Environment Set-Up/004 Environment Set-up and Installation.mp4 29.5 MB
03 Jupyter Overview/005 Jupyter Notebooks.mp4 39.6 MB
03 Jupyter Overview/006 Optional Virtual Environments.mp4 22.8 MB
03 Jupyter Overview/attached_files/005 Jupyter Notebooks/Python-Data-Science-and-Machine-Learning-Bootcamp.zip 139.4 MB
04 Python Crash Course/007 Welcome to the Python Crash Course Section.mp4 11.2 MB
04 Python Crash Course/008 Introduction to Python Crash Course.mp4 3.2 MB
04 Python Crash Course/009 Python Crash Course - Part 1.mp4 42.1 MB
04 Python Crash Course/010 Python Crash Course - Part 2.mp4 33.8 MB
04 Python Crash Course/011 Python Crash Course - Part 3.mp4 37.5 MB
04 Python Crash Course/012 Python Crash Course - Part 4.mp4 34.1 MB
04 Python Crash Course/013 Python Crash Course Exercises - Overview.mp4 12.8 MB
04 Python Crash Course/014 Python Crash Course Exercises - Solutions.mp4 36.1 MB
05 Python for Data Analysis - NumPy/015 Welcome to the NumPy Section.mp4 7.3 MB
05 Python for Data Analysis - NumPy/016 Introduction to Numpy.mp4 5.0 MB
05 Python for Data Analysis - NumPy/017 Numpy Arrays.mp4 40.0 MB
05 Python for Data Analysis - NumPy/018 Quick Note on Array Indexing.html 1.4 kB

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【影视】 O'Reilly - Learning Data Structures and Algorithms

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Chapter 1 - Introduction/01.Introduction And Course Overview.FLV 21.4 MB
Chapter 1 - Introduction/02.About The Author.FLV 8.3 MB
Chapter 1 - Introduction/03.How To Access Your Working Files.FLV 3.0 MB
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Chapter 10 - Recursion/10.Selections.FLV 23.4 MB
Chapter 10 - Recursion/11.Permutations.FLV 24.8 MB
Chapter 11 - Backtracking Algorithms/01.Backtracking.FLV 34.6 MB
Chapter 11 - Backtracking Algorithms/02.The Eight Queens Problem - Part 1.FLV 34.9 MB
Chapter 11 - Backtracking Algorithms/03.The Eight Queens Problem - Part 2.FLV 29.2 MB
Chapter 11 - Backtracking Algorithms/04.The Eight Queens Problem - Part 3.FLV 17.6 MB
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Chapter 12 - Trees/01.Tree Terms.FLV 14.0 MB

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

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Freetutorials.us.url 119 Bytes
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02 Setup/004 IDEs and Course Resources.mp4 40.4 MB
02 Setup/005 iPythonJupyter Notebook Overview.mp4 60.6 MB
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
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【影视】 oreilly.com - Advanced Machine Learning ® vampiri6ka

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01 Introduction.mkv 183.2 MB
02 Classification Part 1.mkv 178.8 MB
03 Classification Part 2.mkv 408.4 MB
04 Clustering.mkv 251.8 MB
05 Learning From Data.mkv 205.6 MB
06 Conclusions.mkv 59.5 MB

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【影视】 Deep learning with TensorFlow [Video]

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CODE/5582_01_Code/5582_01_02_Code/install.sh 453 Bytes
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CODE/5582_01_Code/5582_01_04_Code/data_with_labels.npz 3.6 MB
CODE/5582_01_Code/5582_01_04_Code/logistic.py 3.2 kB
CODE/5582_01_Code/5582_01_05_Code/logistic.py 3.2 kB
CODE/5582_02_Code/5582_02_01_Code/basic_nn.py 1.2 kB
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CODE/5582_03_Code/5582_03_02_Code/conv_simple.py 2.2 kB
CODE/5582_03_Code/5582_03_04_Code/conv_simple.py 2.2 kB
CODE/5582_03_Code/5582_03_05_Code/conv.py 5.2 kB
CODE/5582_03_Code/5582_03_05_Code/data_with_labels.npz 3.6 MB
CODE/5582_03_Code/5582_03_06_Code/conv_p2.py 5.9 kB
CODE/5582_03_Code/5582_03_07_Code/conv_p2.py 5.9 kB
CODE/5582_03_Code/5582_03_07_Code/data_with_labels.npz 3.6 MB
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【影视】 Neural Networks for Machine Learning

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【压缩文件】 O'Reilly - Advanced Machine Learning with scikit learn

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01. Introduction/01_01-What To Expect And About The Author.mp4 13.1 MB
01. Introduction/01_02-Setup.mp4 6.1 MB
01. Introduction/01_03-The Classifier Interface.mp4 28.5 MB
01. Introduction/01_04-The Regressor Interface.mp4 11.3 MB
01. Introduction/01_05-The Transformer Interface.mp4 8.3 MB
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01. Introduction/01_09-CrossValidation With Cross_Val_Score.mp4 21.3 MB
01. Introduction/01_10-Parameter Searches With GridSearchCV.mp4 20.3 MB
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02. Model Complexity, Overfitting And Underfitting/02_01-What Is Model Complexity And Overfitting.mp4 7.6 MB
02. Model Complexity, Overfitting And Underfitting/02_02-Linear Models InDepth.mp4 35.2 MB
02. Model Complexity, Overfitting And Underfitting/02_03-Kernel SVMs InDepth.mp4 22.9 MB
02. Model Complexity, Overfitting And Underfitting/02_04-Random Forests InDepth.mp4 15.9 MB
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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
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02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 35.8 MB
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02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 40.9 MB
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02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 13.0 MB
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02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 45.1 MB
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