learning python -移花宫 -武林禁地，闲人禁止入内

[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python

01 Introduction/001 Introduction.mp4 12.5 MB
01 Introduction/001 Introduction-subtitle-en.vtt 4.0 kB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 17.2 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt 14.8 kB
01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4 29.2 MB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.vtt 17.5 kB
03 What is Machine Learning_/006 Machine Learning Overview.mp4 31.9 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.vtt 24.1 kB
03 What is Machine Learning_/external_links.txt 132 Bytes
04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2.3 MB
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.vtt 1.8 kB
04 Crash Course Overview/008 NumPy Crash Course.mp4 34.1 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.vtt 20.7 kB
04 Crash Course Overview/009 Pandas Crash Course.mp4 9.5 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.vtt 6.0 kB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4 20.5 MB
04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.vtt 10.3 kB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4 21.3 MB

[磁力链接] 添加时间:2018-02-01 大小:2.4 GB 最近下载:2025-11-03 热度:473

[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python

01 Introduction/001 Introduction.mp4 12.5 MB
01 Introduction/001 Introduction-subtitle-en.srt 4.6 kB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 17.2 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt 17.6 kB
01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
01 Introduction/003 FAQ - Frequently Asked Questions.html 1.6 kB
01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
02 Installation and Setup/004 Quick Note for MacOS and Linux Users.html 3.1 kB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4 29.2 MB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.srt 20.9 kB
03 What is Machine Learning_/006 Machine Learning Overview.mp4 31.9 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.srt 28.2 kB
03 What is Machine Learning_/external_links.txt 132 Bytes
04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2.3 MB
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.srt 2.1 kB
04 Crash Course Overview/008 NumPy Crash Course.mp4 34.1 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.srt 24.8 kB
04 Crash Course Overview/009 Pandas Crash Course.mp4 9.5 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.srt 7.1 kB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4 20.5 MB

[磁力链接] 添加时间:2018-02-01 大小:2.4 GB 最近下载:2025-06-17 热度:1357

[FreeCoursesOnline.Us] Linkedin - Learning Python GUI Programming

01 - Introduction to Python GUI - Learning Python GUI Programming.en.srt 6.3 kB
01 - Introduction to Python GUI - Learning Python GUI Programming.mp4 42.9 MB
02 - Adding a label to the GUI form - Learning Python GUI Programming.en.srt 3.6 kB
02 - Adding a label to the GUI form - Learning Python GUI Programming.mp4 16.5 MB
03 - Creating buttons and text box widgets - Learning Python GUI Programming.en.srt 6.7 kB
03 - Creating buttons and text box widgets - Learning Python GUI Programming.mp4 27.9 MB
04 - Exploring widgets - Learning Python GUI Programming.en.srt 8.3 kB
04 - Exploring widgets - Learning Python GUI Programming.mp4 35.7 MB
05 - Adding extra features - Learning Python GUI Programming.en.srt 12.6 kB
05 - Adding extra features - Learning Python GUI Programming.mp4 54.6 MB
06 - Adding several widgets in a loop - Learning Python GUI Programming.en.srt 4.9 kB
06 - Adding several widgets in a loop - Learning Python GUI Programming.mp4 19.7 MB
07 - Arranging several labels within a label frame - Learning Python GUI Programming.en.srt 5.6 kB
07 - Arranging several labels within a label frame - Learning Python GUI Programming.mp4 23.4 MB
08 - Using padding to add space around widgets - Learning Python GUI Programming.en.srt 5.8 kB
08 - Using padding to add space around widgets - Learning Python GUI Programming.mp4 24.1 MB
09 - Expanding the GUI dynamically using widgets - Learning Python GUI Programming.en.srt 7.6 kB
09 - Expanding the GUI dynamically using widgets - Learning Python GUI Programming.mp4 32.8 MB
10 - Aligning the GUI widgets by embedding frames within frames - Learning Python GUI Programming.en.srt 7.9 kB
10 - Aligning the GUI widgets by embedding frames within frames - Learning Python GUI Programming.mp4 37.3 MB

[磁力链接] 添加时间:2018-02-01 大小:2.2 GB 最近下载:2025-10-01 热度:1680

Packt.Step.by.Step.Machine.Learning.with.Python

1 - Getting Started with Python and Machine Learning/Installing Software and Setting Up.mp4 23.1 MB
1 - Getting Started with Python and Machine Learning/Introduction to Machine Learning.mp4 13.7 MB
1 - Getting Started with Python and Machine Learning/The Course Overview.mp4 18.0 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Clustering.mp4 10.9 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Data Preprocessing.mp4 9.6 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Getting the Newsgroups Data.mp4 14.8 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Machine Learning with Python.mp4 1.7 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Thinking about Features.mp4 21.3 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Topic Modeling.mp4 13.7 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Touring Powerful NLP Libraries in Python.mp4 42.2 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Understanding NLP.mp4 16.7 MB
2 - Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms/Visualization.mp4 12.1 MB
3 - Spam Email Detection with Naïve Bayes#/Classifier Performance Evaluation.mp4 38.8 MB
3 - Spam Email Detection with Naïve Bayes#/Exploring Naïve Bayes.mp4 5.4 MB
3 - Spam Email Detection with Naïve Bayes#/Getting Started with Classification.mp4 9.2 MB
3 - Spam Email Detection with Naïve Bayes#/Model Tuning and cross-validation.mp4 19.1 MB
3 - Spam Email Detection with Naïve Bayes#/The Mechanics of Naïve Bayes.mp4 7.7 MB
3 - Spam Email Detection with Naïve Bayes#/The Naïve Bayes Implementation.mp4 60.1 MB
4 - News Topic Classification with Support Vector Machine/Choosing Between the Linear and the RBF Kernel.mp4 14.9 MB
4 - News Topic Classification with Support Vector Machine/Fetal State Classification with SVM.mp4 22.9 MB

[磁力链接] 添加时间:2018-01-31 大小:999.9 MB 最近下载:2025-11-05 热度:3605

[FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on

01 Getting Started/001 Introduction.mp4 29.1 MB
01 Getting Started/001 Introduction-subtitle-en.srt 5.0 kB
01 Getting Started/002 [Activity] Getting What You Need.mp4 10.0 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt 4.9 kB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 42.5 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt 9.7 kB
01 Getting Started/004 Python Basics_ Part 1.mp4 46.1 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt 34.5 kB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 29.8 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt 20.3 kB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt 8.8 kB
01 Getting Started/007 Introducing the Pandas Library.mp4 45.4 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt 18.4 kB
01 Getting Started/external_links.txt 146 Bytes
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt 15.8 kB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 29.5 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt 12.6 kB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 40.9 MB

[磁力链接] 添加时间:2018-01-30 大小:3.3 GB 最近下载:2025-11-04 热度:1937

[FreeCourseSite.com] Udemy - Complete Guide to TensorFlow for Deep Learning with Python

01 Introduction/001 Introduction-subtitle-en.srt 4.6 kB
01 Introduction/001 Introduction.mp4 12.5 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.srt 17.6 kB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 17.2 MB
01 Introduction/002 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
01 Introduction/003 FAQ - Frequently Asked Questions.html 1.6 kB
01 Introduction/003 FULL-TENSORFLOW-NOTES-AND-DATA.zip 314.2 MB
02 Installation and Setup/004 Quick Note for MacOS and Linux Users.html 3.1 kB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.srt 20.9 kB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4 29.2 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.srt 28.2 kB
03 What is Machine Learning_/006 Machine Learning Overview.mp4 31.9 MB
03 What is Machine Learning_/external_links.txt 130 Bytes
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.srt 2.1 kB
04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2.3 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.srt 24.8 kB
04 Crash Course Overview/008 NumPy Crash Course.mp4 34.1 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.srt 7.1 kB
04 Crash Course Overview/009 Pandas Crash Course.mp4 9.5 MB
04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.srt 12.1 kB

[磁力链接] 添加时间:2018-01-29 大小:2.4 GB 最近下载:2025-11-02 热度:1393

[FreeTutorials.Us] deep-learning-recurrent-neural-networks-in-python

01 Introduction and Outline/001 Outline of this Course.mp4 5.2 MB
01 Introduction and Outline/002 Review of Important Deep Learning Concepts.mp4 6.0 MB
01 Introduction and Outline/003 Where to get the Code and Data.mp4 3.3 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4 10.0 MB
02 The Simple Recurrent Unit/005 Architecture of a Recurrent Unit.mp4 8.1 MB
02 The Simple Recurrent Unit/006 Prediction and Relationship to Markov Models.mp4 9.4 MB
02 The Simple Recurrent Unit/007 Unfolding a Recurrent Network.mp4 3.4 MB
02 The Simple Recurrent Unit/008 Backpropagation Through Time BPTT.mp4 7.5 MB
02 The Simple Recurrent Unit/009 The Parity Problem - XOR on Steroids.mp4 8.2 MB
02 The Simple Recurrent Unit/010 The Parity Problem in Code using a Feedforward ANN.mp4 40.2 MB
02 The Simple Recurrent Unit/011 Theano Scan Tutorial.mp4 24.9 MB
02 The Simple Recurrent Unit/012 The Parity Problem in Code using a Recurrent Neural Network.mp4 39.3 MB
02 The Simple Recurrent Unit/013 On Adding Complexity.mp4 2.5 MB
03 Recurrent Neural Networks for NLP/014 Word Embeddings and Recurrent Neural Networks.mp4 9.1 MB
03 Recurrent Neural Networks for NLP/015 Word Analogies with Word Embeddings.mp4 4.4 MB
03 Recurrent Neural Networks for NLP/016 Representing a sequence of words as a sequence of word embeddings.mp4 5.7 MB
03 Recurrent Neural Networks for NLP/017 Generating Poetry.mp4 7.9 MB
03 Recurrent Neural Networks for NLP/018 Generating Poetry in Code part 1.mp4 55.0 MB
03 Recurrent Neural Networks for NLP/019 Generating Poetry in Code part 2.mp4 14.2 MB
03 Recurrent Neural Networks for NLP/020 Classifying Poetry.mp4 6.6 MB

[磁力链接] 添加时间:2018-01-28 大小:659.7 MB 最近下载:2025-10-09 热度:1388

[FreeTutorials.Us] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python

01 Introduction/001 Introduction.mp4 12.5 MB
01 Introduction/001 Introduction-subtitle-en.vtt 4.0 kB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _).mp4 17.2 MB
01 Introduction/002 Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks _)-subtitle-en.vtt 14.8 kB
01 Introduction/002 TensorFlow-Bootcamp.zip 305.2 MB
01 Introduction/003 TensorFlow-Bootcamp.zip 305.2 MB
02 Installation and Setup/005 Installing TensorFlow Environment.mp4 29.2 MB
02 Installation and Setup/005 Installing TensorFlow Environment-subtitle-en.vtt 17.5 kB
03 What is Machine Learning_/006 Machine Learning Overview.mp4 31.9 MB
03 What is Machine Learning_/006 Machine Learning Overview-subtitle-en.vtt 24.1 kB
03 What is Machine Learning_/links-to-visit.txt 147 Bytes
04 Crash Course Overview/007 Crash Course Section Introduction.mp4 2.3 MB
04 Crash Course Overview/007 Crash Course Section Introduction-subtitle-en.vtt 1.8 kB
04 Crash Course Overview/008 NumPy Crash Course.mp4 34.1 MB
04 Crash Course Overview/008 NumPy Crash Course-subtitle-en.vtt 20.7 kB
04 Crash Course Overview/009 Pandas Crash Course.mp4 9.5 MB
04 Crash Course Overview/009 Pandas Crash Course-subtitle-en.vtt 6.0 kB
04 Crash Course Overview/010 Data Visualization Crash Course.mp4 20.5 MB
04 Crash Course Overview/010 Data Visualization Crash Course-subtitle-en.vtt 10.3 kB
04 Crash Course Overview/011 SciKit Learn Preprocessing Overview.mp4 21.3 MB

[磁力链接] 添加时间:2018-01-28 大小:2.1 GB 最近下载:2025-10-02 热度:1331

[HiOrla.com] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python.zip

[HiOrla.com] Udemy - complete-guide-to-tensorflow-for-deep-learning-with-python.zip 2.2 GB

[磁力链接] 添加时间:2018-01-28 大小:2.2 GB 最近下载:2025-09-05 热度:183

Lynda.Learning.Python.with.PyCharm-XQZT

llpwp-xqzt.nfo 1.1 kB
llpwp-xqzt.r00 50.0 MB
llpwp-xqzt.r01 50.0 MB
llpwp-xqzt.r02 50.0 MB
llpwp-xqzt.r03 50.0 MB
llpwp-xqzt.r04 50.0 MB
llpwp-xqzt.r05 50.0 MB
llpwp-xqzt.r06 27.2 MB
llpwp-xqzt.rar 50.0 MB
llpwp-xqzt.sfv 200 Bytes

[磁力链接] 添加时间:2017-10-01 大小:377.2 MB 最近下载:2017-10-01 热度:3

Packt Publishing - Deep Dive into Python Machine Learning

Project_Files/Data Mining with Python- Implementing Classification and Regression.zip 17.2 kB
Project_Files/Deep Learning with Python [Video].zip 605.0 kB
Project_Files/Mastering Python - Second Edition [Video].zip 36.7 kB
Project_Files/Python Machine Learning Solutions [Video].zip 60.6 MB
01 - The Course Overview.mp4 15.7 MB
02 - Python Basic Syntax and Block Structure.mp4 23.6 MB
03 - Built-in Data Structures and Comprehensions.mp4 18.7 MB
04 - First-Class Functions and Classes.mp4 12.9 MB
05 - Extensive Standard Library.mp4 32.7 MB
06 - New in Python 3.5.mp4 22.0 MB
07 - Downloading and Installing Python.mp4 16.1 MB
08 - Using the Command-Line and the Interactive Shell.mp4 7.4 MB
09 - Installing Packages with pip.mp4 11.6 MB
10 - Finding Packages in the Python Package Index.mp4 22.8 MB
100 - Compressing an Image Using Vector Quantization.mp4 17.1 MB
101 - Building a Mean Shift Clustering.mp4 11.8 MB
102 - Grouping Data Using Agglomerative Clustering.mp4 14.2 MB
103 - Evaluating the Performance of Clustering Algorithms.mp4 13.4 MB
104 - Automatically Estimating the Number of Clusters Using DBSCAN.mp4 15.7 MB
105 - Finding Patterns in Stock Market Data.mp4 11.9 MB

[磁力链接] 添加时间:2017-09-25 大小:2.8 GB 最近下载:2025-11-02 热度:1382

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python

01 Introduction and Outline/quizzes/001 How will you practice what youve learned in this course.html 3.7 kB
01 Introduction and Outline/001 Whats this course about How can you succeed What should you know first.mp4 10.5 MB
01 Introduction and Outline/002 Where to get the code and how to install libraries.mp4 7.0 MB
02 Numpy/003 Lists vs. Arrays.mp4 12.4 MB
02 Numpy/004 Dot product 1 For loop vs. cosine method vs. dot function.mp4 9.2 MB
02 Numpy/005 Dot product 2 Speed comparison.mp4 2.9 MB
02 Numpy/006 Vectors and Matrices.mp4 6.7 MB
02 Numpy/007 Generating Matrices to Work With.mp4 8.3 MB
02 Numpy/008 Matrix Products.mp4 4.6 MB
02 Numpy/009 More Matrix Operations.mp4 13.2 MB
02 Numpy/010 Solving a Linear System.mp4 4.2 MB
02 Numpy/011 Word Problem.mp4 3.1 MB
03 Pandas/012 Manual Data Loading.mp4 9.5 MB
03 Pandas/013 DataFrames.mp4 7.5 MB
03 Pandas/014 More about DataFrames Selecting Rows and Columns.mp4 9.6 MB
03 Pandas/015 Even More about DataFrames Column Names.mp4 6.3 MB
03 Pandas/016 The apply Function.mp4 5.9 MB
03 Pandas/017 Joins.mp4 4.7 MB
04 Matplotlib/018 Line Chart.mp4 6.6 MB
04 Matplotlib/019 Scatterplot.mp4 7.4 MB

[磁力链接] 添加时间:2017-08-21 大小:255.2 MB 最近下载:2025-10-21 热度:874

[FreeTutorials.Us] artificial-intelligence-reinforcement-learning-in-python

01 Introduction and Outline/001 Introduction and outline.mp4 10.6 MB
01 Introduction and Outline/002 What is Reinforcement Learning.mp4 23.0 MB
01 Introduction and Outline/003 Where to get the Code.mp4 4.7 MB
01 Introduction and Outline/004 Strategy for Passing the Course.mp4 9.9 MB
02 Return of the Multi-Armed Bandit/005 Problem Setup and The Explore-Exploit Dilemma.mp4 6.8 MB
02 Return of the Multi-Armed Bandit/006 Epsilon-Greedy.mp4 2.9 MB
02 Return of the Multi-Armed Bandit/007 Updating a Sample Mean.mp4 2.3 MB
02 Return of the Multi-Armed Bandit/008 Comparing Different Epsilons.mp4 8.4 MB
02 Return of the Multi-Armed Bandit/009 Optimistic Initial Values.mp4 5.4 MB
02 Return of the Multi-Armed Bandit/010 UCB1.mp4 8.6 MB
02 Return of the Multi-Armed Bandit/011 Bayesian Thompson Sampling.mp4 16.0 MB
02 Return of the Multi-Armed Bandit/012 Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.mp4 11.1 MB
02 Return of the Multi-Armed Bandit/013 Nonstationary Bandits.mp4 7.8 MB
03 Build an Intelligent Tic-Tac-Toe Agent/014 Naive Solution to Tic-Tac-Toe.mp4 6.4 MB
03 Build an Intelligent Tic-Tac-Toe Agent/015 Components of a Reinforcement Learning System.mp4 13.3 MB
03 Build an Intelligent Tic-Tac-Toe Agent/016 Notes on Assigning Rewards.mp4 4.4 MB
03 Build an Intelligent Tic-Tac-Toe Agent/017 The Value Function and Your First Reinforcement Learning Algorithm.mp4 27.4 MB
03 Build an Intelligent Tic-Tac-Toe Agent/018 Tic Tac Toe Code Outline.mp4 5.3 MB
03 Build an Intelligent Tic-Tac-Toe Agent/019 Tic Tac Toe Code Representing States.mp4 4.6 MB
03 Build an Intelligent Tic-Tac-Toe Agent/020 Tic Tac Toe Code Enumerating States Recursively.mp4 10.3 MB

[磁力链接] 添加时间:2017-08-20 大小:621.3 MB 最近下载:2025-09-02 热度:1093

[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing

01 Introduction and Outline/001 Whats this course all about.mp4 3.9 MB
01 Introduction and Outline/002 Where to get the code for this course.mp4 2.1 MB
01 Introduction and Outline/003 How to succeed in this course.mp4 5.8 MB
02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4 15.4 MB
02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4 3.4 MB
02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4 6.3 MB
02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4 7.5 MB
02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4 8.0 MB
02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4 7.1 MB
02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4 16.6 MB
02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4 10.4 MB
03 Traditional AB Testing/012 AB Testing Problem Setup.mp4 7.3 MB
03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4 8.2 MB
03 Traditional AB Testing/014 P-Values.mp4 6.5 MB
03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4 11.0 MB
03 Traditional AB Testing/016 t-test in Code.mp4 6.2 MB
03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4 2.9 MB
03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp4 9.9 MB
03 Traditional AB Testing/019 CTR AB Test in Code.mp4 17.9 MB
03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4 3.8 MB

[磁力链接] 添加时间:2017-08-19 大小:376.8 MB 最近下载:2025-10-16 热度:1017

[FreeTutorials.Us] data-science-supervised-machine-learning-in-python

01 Introduction and Review/001 Introduction and Outline.mp4 8.0 MB
01 Introduction and Review/002 Review of Important Concepts.mp4 6.3 MB
01 Introduction and Review/003 Where to get the Code and Data.mp4 4.0 MB
01 Introduction and Review/004 How to Succeed in this Course.mp4 9.2 MB
02 K-Nearest Neighbor/005 K-Nearest Neighbor Concepts.mp4 9.0 MB
02 K-Nearest Neighbor/006 KNN in Code with MNIST.mp4 18.8 MB
02 K-Nearest Neighbor/007 When KNN Can Fail.mp4 8.1 MB
02 K-Nearest Neighbor/008 KNN for the XOR Problem.mp4 4.5 MB
02 K-Nearest Neighbor/009 KNN for the Donut Problem.mp4 5.7 MB
03 Naive Bayes and Bayes Classifiers/010 Naive Bayes.mp4 16.5 MB
03 Naive Bayes and Bayes Classifiers/011 Naive Bayes Handwritten Example.mp4 6.1 MB
03 Naive Bayes and Bayes Classifiers/012 Naive Bayes in Code with MNIST.mp4 15.1 MB
03 Naive Bayes and Bayes Classifiers/013 Non-Naive Bayes.mp4 7.7 MB
03 Naive Bayes and Bayes Classifiers/014 Bayes Classifier in Code with MNIST.mp4 4.7 MB
03 Naive Bayes and Bayes Classifiers/015 Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA.mp4 10.9 MB
03 Naive Bayes and Bayes Classifiers/016 Generative vs Discriminative Models.mp4 5.4 MB
04 Decision Trees/017 Decision Tree Basics.mp4 8.7 MB
04 Decision Trees/018 Information Entropy.mp4 7.3 MB
04 Decision Trees/019 Maximizing Information Gain.mp4 14.6 MB
04 Decision Trees/020 Choosing the Best Split.mp4 7.0 MB

[磁力链接] 添加时间:2017-08-19 大小:429.2 MB 最近下载:2025-10-31 热度:1574

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

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

[磁力链接] 添加时间:2017-08-19 大小:744.9 MB 最近下载:2025-09-07 热度:645

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

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

[磁力链接] 添加时间:2017-08-18 大小:325.9 MB 最近下载:2025-02-10 热度:963

[FreeTutorials.Us] unsupervised-deep-learning-in-python

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

[磁力链接] 添加时间:2017-08-18 大小:583.4 MB 最近下载:2025-02-09 热度:1563

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

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

[磁力链接] 添加时间:2017-08-18 大小:697.7 MB 最近下载:2025-09-15 热度:1945

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

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

[磁力链接] 添加时间:2017-08-18 大小:419.2 MB 最近下载:2025-09-11 热度:700