data science -移花宫 -武林禁地，闲人禁止入内

Udacity - Data Science [All Courses]

01 Beginner/Creating an Analytical Dataset/Creating an Analytical Dataset Videos.zip 134.7 MB
01 Beginner/Data Visualization in Tableau/Data Visualization with Tableau Videos.zip 39.1 MB
01 Beginner/Data Visualization in Tableau/global-superstore.xlsx 6.3 MB
01 Beginner/Intro to Computer Science/Intro to Computer Science Videos.zip 7.1 GB
01 Beginner/Intro to Computer Science/Intro to Computer Science Subtitles.zip 1.5 MB
01 Beginner/Intro to Computer Science/Best Programming Practices.pdf 135.2 kB
01 Beginner/Intro to Computer Science/Problem Solving Techniques.pdf 125.9 kB
01 Beginner/Intro to Data Analysis/Intro to Data Analysis Videos.zip 1.0 GB
01 Beginner/Intro to Data Analysis/Intro to Data Analysis Subtitles.zip 309.2 kB
01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Videos.zip 1.0 GB
01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Subtitles.zip 430.5 kB
01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Videos.zip 3.4 GB
01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Subtitles.zip 620.0 kB
01 Beginner/Intro to Statistics/Intro to Statistics Videos.zip 4.3 GB
01 Beginner/Intro to Statistics/Intro to Data Science Videos.zip 839.0 MB
01 Beginner/Intro to Statistics/Intro to Statistics Subtitles.zip 830.5 kB
01 Beginner/Intro to Statistics/Intro to Data Science Subtitles.zip 346.0 kB
01 Beginner/Problem Solving with Advanced Analytics/Problem Solving with Advanced Analytics Videos.zip 48.4 MB
01 Beginner/Problem Solving with Advanced Analytics/problem-solving-framework.pdf 1.3 MB
01 Beginner/Problem Solving with Advanced Analytics/methodology-map.jpg 70.9 kB

[磁力链接] 添加时间:2017-07-23 大小:58.0 GB 最近下载:2025-08-28 热度:1444

Machine Learning A-Z - Hands On Python and R In Data Science

01 Welcome to the course/captions/004 Installing Python and Anaconda MAC Windows-EN.srt 11.2 kB
01 Welcome to the course/captions/003 Installing R and R Studio MAC Windows-EN.srt 8.4 kB
01 Welcome to the course/004 Installing Python and Anaconda MAC Windows.mp4 25.1 MB
01 Welcome to the course/003 Installing R and R Studio MAC Windows.mp4 24.3 MB
01 Welcome to the course/002 Why Machine Learning is the Future.mp4 15.2 MB
01 Welcome to the course/001 Applications of Machine Learning.mp4 10.3 MB
01 Welcome to the course/005 BONUS Meet your instructors.html 1.4 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/006 Welcome to Part 1 - Data Preprocessing/Machine-Learning-A-Z-Template-Folder.zip 238.4 MB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/007 Get the dataset/Data.csv 226 Bytes
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/011 Missing Data/Missing-Data.zip 2.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/012 Categorical Data/Categorical-Data.zip 3.2 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/attached_files/015 And here is our Data Preprocessing Template/Data-Preprocessing-Template.zip 2.4 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/013 Splitting the Dataset into the Training set and Test set-EN.srt 24.5 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/012 Categorical Data-EN.srt 24.4 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/011 Missing Data-EN.srt 21.5 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/014 Feature Scaling-EN.srt 21.3 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/009 Importing the Dataset-EN.srt 17.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/015 And here is our Data Preprocessing Template-EN.srt 13.0 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/captions/006 Welcome to Part 1 - Data Preprocessing-EN.srt 2.3 kB
02 -------------------------- Part 1 Data Preprocessing --------------------------/quizzes/001 Data Preprocessing.html 4.6 kB

[磁力链接] 添加时间:2017-07-25 大小:6.7 GB 最近下载:2025-08-28 热度:5009

[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r

01 Course Introduction/001 Introduction to Course.mp4 18.2 MB
01 Course Introduction/002 Course Curriculum.mp4 7.0 MB
01 Course Introduction/003 What is Data Science.mp4 8.2 MB
01 Course Introduction/004 Course FAQ.html 1.6 kB
01 Course Introduction/attached_files/004 Course FAQ/R-Course-HTML-Notes.zip 47.8 MB
02 Course Best Practices/005 How to Get Help in the Course.html 2.3 kB
02 Course Best Practices/006 Installation and Set-Up.html 628 Bytes
02 Course Best Practices/quizzes/001 Welcome to the Course..html 2.7 kB
03 Windows Installation Set-Up/007 Windows Installation Procedure.mp4 25.7 MB
04 Mac OS Installation Set-Up/008 Mac OS Installation Procedure.mp4 74.9 MB
05 Linux Installation/009 LinuxUnbuntu Installation Procedure.html 1.8 kB
06 Development Environment Overview/010 Development Environment Overview.mp4 1.2 MB
06 Development Environment Overview/011 Course Notes.mp4 32.6 MB
06 Development Environment Overview/012 Guide to RStudio.mp4 36.8 MB
06 Development Environment Overview/attached_files/011 Course Notes/R-Course-HTML-Notes.zip 47.8 MB
07 Introduction to R Basics/013 Introduction to R Basics.mp4 6.8 MB
07 Introduction to R Basics/014 Arithmetic in R.mp4 8.9 MB
07 Introduction to R Basics/015 Variables.mp4 10.4 MB
07 Introduction to R Basics/016 R Basic Data Types.mp4 10.4 MB
07 Introduction to R Basics/017 Vector Basics.mp4 16.0 MB

[磁力链接] 添加时间:2017-08-04 大小:3.1 GB 最近下载:2025-08-19 热度:858

[FreeTutorials.Us] data-science-deep-learning-in-python

01 What is a neural network/001 Introduction and Outline.mp4 6.4 MB
01 What is a neural network/002 Where does this course fit into your deep learning studies.mp4 8.9 MB
01 What is a neural network/003 Deep Learning Readiness Test.mp4 9.0 MB
01 What is a neural network/004 Neural Networks with No Math.mp4 7.7 MB
01 What is a neural network/005 Introduction to the E-Commerce Course Project.mp4 15.5 MB
02 Classifying more than 2 things at a time/006 Prediction Section Introduction and Outline.mp4 9.4 MB
02 Classifying more than 2 things at a time/007 From Logistic Regression to Neural Networks.mp4 9.0 MB
02 Classifying more than 2 things at a time/008 Interpreting the Weights of a Neural Network.mp4 13.1 MB
02 Classifying more than 2 things at a time/009 Softmax.mp4 4.8 MB
02 Classifying more than 2 things at a time/010 Sigmoid vs. Softmax.mp4 2.5 MB
02 Classifying more than 2 things at a time/011 Feedforward in Slow-Mo part 1.mp4 31.8 MB
02 Classifying more than 2 things at a time/012 Feedforward in Slow-Mo part 2.mp4 17.5 MB
02 Classifying more than 2 things at a time/013 Where to get the code for this course.mp4 3.1 MB
02 Classifying more than 2 things at a time/014 Softmax in Code.mp4 8.1 MB
02 Classifying more than 2 things at a time/015 Building an entire feedforward neural network in Python.mp4 14.5 MB
02 Classifying more than 2 things at a time/016 E-Commerce Course Project Pre-Processing the Data.mp4 11.7 MB
02 Classifying more than 2 things at a time/017 E-Commerce Course Project Making Predictions.mp4 7.9 MB
02 Classifying more than 2 things at a time/018 Prediction Quizzes.mp4 5.3 MB
02 Classifying more than 2 things at a time/019 Prediction Section Summary.mp4 3.0 MB
03 Training a neural network/020 Training Section Introduction and Outline.mp4 4.6 MB

[磁力链接] 添加时间:2017-08-04 大小:757.1 MB 最近下载:2025-08-24 热度:1032

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

01 Getting Started/001 Introduction.mp4 60.4 MB
01 Getting Started/002 Activity Getting What You Need.mp4 34.2 MB
01 Getting Started/003 Activity Installing Enthought Canopy.mp4 50.1 MB
01 Getting Started/004 Python Basics Part 1.mp4 67.0 MB
01 Getting Started/005 Activity Python Basics Part 2.mp4 44.5 MB
01 Getting Started/006 Running Python Scripts.mp4 36.8 MB
02 Statistics and Probability Refresher and Python Practise/007 Types of Data.mp4 51.9 MB
02 Statistics and Probability Refresher and Python Practise/008 Mean Median Mode.mp4 46.8 MB
02 Statistics and Probability Refresher and Python Practise/009 Activity Using mean median and mode in Python.mp4 62.0 MB
02 Statistics and Probability Refresher and Python Practise/010 Activity Variation and Standard Deviation.mp4 70.3 MB
02 Statistics and Probability Refresher and Python Practise/011 Probability Density Function Probability Mass Function.mp4 19.4 MB
02 Statistics and Probability Refresher and Python Practise/012 Common Data Distributions.mp4 44.0 MB
02 Statistics and Probability Refresher and Python Practise/013 Activity Percentiles and Moments.mp4 66.1 MB
02 Statistics and Probability Refresher and Python Practise/014 Activity A Crash Course in matplotlib.mp4 75.3 MB
02 Statistics and Probability Refresher and Python Practise/015 Activity Covariance and Correlation.mp4 76.3 MB
02 Statistics and Probability Refresher and Python Practise/016 Exercise Conditional Probability.mp4 52.0 MB
02 Statistics and Probability Refresher and Python Practise/017 Exercise Solution Conditional Probability of Purchase by Age.mp4 23.8 MB
02 Statistics and Probability Refresher and Python Practise/018 Bayes Theorem.mp4 48.2 MB
03 Predictive Models/019 Activity Linear Regression.mp4 48.2 MB
03 Predictive Models/020 Activity Polynomial Regression.mp4 46.6 MB

[磁力链接] 添加时间:2017-08-05 大小:4.1 GB 最近下载:2025-07-30 热度:1329

[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp

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

[磁力链接] 添加时间:2017-08-09 大小:4.5 GB 最近下载:2025-08-17 热度:2370

Frank Kane - Data Science and Machine Learning with Python

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

[磁力链接] 添加时间:2017-08-15 大小:2.7 GB 最近下载:2025-08-28 热度:815

[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:2025-08-18 热度:1556

[FreeTutorials.Us] data-science-logistic-regression-in-python

01 Start Here/quizzes/001 Easy first quiz.html 2.5 kB
01 Start Here/001 Introduction and Outline.mp4 7.9 MB
01 Start Here/002 How to Succeed in this Course.mp4 9.2 MB
01 Start Here/003 Review of the classification problem.mp4 3.1 MB
01 Start Here/004 Introduction to the E-Commerce Course Project.mp4 15.5 MB
02 Basics What is linear classification Whats the relation to neural networks/005 Linear Classification.mp4 7.9 MB
02 Basics What is linear classification Whats the relation to neural networks/006 Biological inspiration - the neuron.mp4 4.4 MB
02 Basics What is linear classification Whats the relation to neural networks/007 How do we calculate the output of a neuron logistic classifier - Theory.mp4 7.8 MB
02 Basics What is linear classification Whats the relation to neural networks/008 How do we calculate the output of a neuron logistic classifier - Code.mp4 6.1 MB
02 Basics What is linear classification Whats the relation to neural networks/009 E-Commerce Course Project Pre-Processing the Data.mp4 11.7 MB
02 Basics What is linear classification Whats the relation to neural networks/010 E-Commerce Course Project Making Predictions.mp4 6.0 MB
03 Solving for the optimal weights/011 A closed-form solution to the Bayes classifier.mp4 10.5 MB
03 Solving for the optimal weights/012 What do all these symbols mean X Y N D L J PY1X etc..mp4 6.7 MB
03 Solving for the optimal weights/013 The cross-entropy error function - Theory.mp4 4.7 MB
03 Solving for the optimal weights/014 The cross-entropy error function - Code.mp4 9.5 MB
03 Solving for the optimal weights/015 Visualizing the linear discriminant Bayes classifier Gaussian clouds.mp4 5.5 MB
03 Solving for the optimal weights/016 Maximizing the likelihood.mp4 13.3 MB
03 Solving for the optimal weights/017 Updating the weights using gradient descent - Theory.mp4 9.8 MB
03 Solving for the optimal weights/018 Updating the weights using gradient descent - Code.mp4 7.6 MB
03 Solving for the optimal weights/019 E-Commerce Course Project Training the Logistic Model.mp4 17.9 MB

[磁力链接] 添加时间:2017-08-19 大小:445.1 MB 最近下载:2025-08-29 热度:712

[FreeTutorials.Us] data-science-deep-learning-in-theano-tensorflow

01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/001 Outline - what did you learn previously and what will you learn in this course.mp4 4.9 MB
01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/002 Where does this course fit into your deep learning studies.mp4 6.3 MB
01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/003 How to Succeed in this Course.mp4 9.2 MB
01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/004 Where to get the MNIST dataset and Establishing a Linear Benchmark.mp4 11.7 MB
02 Gradient Descent Full vs Batch vs Stochastic/005 What are full batch and stochastic gradient descent.mp4 6.1 MB
02 Gradient Descent Full vs Batch vs Stochastic/006 Full vs Batch vs Stochastic Gradient Descent in code.mp4 14.7 MB
03 Momentum and adaptive learning rates/007 Momentum.mp4 3.3 MB
03 Momentum and adaptive learning rates/008 Code for training a neural network using momentum.mp4 15.3 MB
03 Momentum and adaptive learning rates/009 Variable and adaptive learning rates.mp4 5.3 MB
03 Momentum and adaptive learning rates/010 Constant learning rate vs. RMSProp in Code.mp4 11.5 MB
04 Choosing Hyperparameters/011 Hyperparameter Optimization Cross-validation Grid Search and Random Search.mp4 5.8 MB
04 Choosing Hyperparameters/012 Grid Search in Code.mp4 14.4 MB
04 Choosing Hyperparameters/013 Random Search in Code.mp4 8.3 MB
05 Theano/014 Theano Basics Variables Functions Expressions Optimization.mp4 20.3 MB
05 Theano/015 Building a neural network in Theano.mp4 22.8 MB
06 TensorFlow/016 TensorFlow Basics Variables Functions Expressions Optimization.mp4 17.9 MB
06 TensorFlow/017 Building a neural network in TensorFlow.mp4 25.0 MB
07 GPU Speedup Homework and Other Misc Topics/018 Setting up a GPU Instance on Amazon Web Services.mp4 26.9 MB
07 GPU Speedup Homework and Other Misc Topics/019 Can Big Data be used to Speed Up Backpropagation.mp4 5.5 MB
07 GPU Speedup Homework and Other Misc Topics/020 Exercises and Concepts Still to be Covered.mp4 4.7 MB

[磁力链接] 添加时间:2017-08-25 大小:514.7 MB 最近下载:2025-08-19 热度:551

[FreeTutorials.Us] data-science-using-r

01-introduction-to-data-science/attached_files/001-introduction/Datasets-BA-3.zip 1.9 MB
03-hypothesis-testing-introduction/attached_files/034-hypothesis-testing-introduction/HT-files-ppt.zip 508.7 kB
06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/Basic-R-code.zip 1.6 kB
06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/fraudData.zip 294 Bytes
06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/mba.zip 3.1 kB
06-basics-of-rprogramming/attached_files/061-r-programming-case-study-part-1/R-Code-CaseStudy1.zip 1.6 kB
06-basics-of-rprogramming/attached_files/061-r-programming-case-study-part-1/victims.zip 243 Bytes
06-basics-of-rprogramming/attached_files/063-r-programming-case-study-part-3/R-code-2.zip 847 Bytes
06-basics-of-rprogramming/attached_files/064-r-programming-case-study-part-4/R-code-2.zip 847 Bytes
06-basics-of-rprogramming/attached_files/065-stastical-packages-in-r/R-code-3.zip 465 Bytes
06-basics-of-rprogramming/attached_files/066-r-programming-case-study-using-inbuilt-datasets/R-code-4.zip 594 Bytes
06-basics-of-rprogramming/attached_files/070-case-study-on-data-visualization-using-r-part-4/R-code-5.zip 1.3 kB
07-predictive-analytics/attached_files/072-scatter-diagram/R-Codes-for-Regression.zip 3.5 kB
07-predictive-analytics/attached_files/075-simple-linear-regression-using-r-part-1/SimpleLinearRegression-RCode.zip 566 Bytes
07-predictive-analytics/attached_files/075-simple-linear-regression-using-r-part-1/Waist-At-data.zip 637 Bytes
07-predictive-analytics/attached_files/079-multiple-linear-regression-introduction/Cars-data.zip 1.5 kB
07-predictive-analytics/attached_files/079-multiple-linear-regression-introduction/MultipleLinearRegression-RCode.zip 1.5 kB
07-predictive-analytics/attached_files/084-understanding-logistic-regression-concepts/Claimants-data.zip 9.6 kB
07-predictive-analytics/attached_files/084-understanding-logistic-regression-concepts/Logistic-RCode.zip 471 Bytes
08-data-miningclustering-using-r/attached_files/095-introduction-to-clustering/Clustering-R-codes.zip 1.5 kB

[磁力链接] 添加时间:2017-08-31 大小:4.5 GB 最近下载:2024-12-30 热度:454

[FreeTutorials.Us] data-science-linear-regression-in-python

01 Introduction and Outline/quizzes/001 What can linear regression be used for.html 2.6 kB
02 1-D Linear Regression Theory and Code/quizzes/002 R-squared.html 2.5 kB
03 Multiple linear regression and polynomial regression/quizzes/003 R-squared.html 2.9 kB
04 Practical machine learning issues/quizzes/004 One-hot encoding.html 3.0 kB
01 Introduction and Outline/001 Introduction and Outline.mp4 6.6 MB
01 Introduction and Outline/002 What is machine learning How does linear regression play a role.mp4 8.8 MB
01 Introduction and Outline/003 Introduction to Moores Law Problem.mp4 4.6 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4 9.2 MB
02 1-D Linear Regression Theory and Code/005 Define the model in 1-D derive the solution Updated Version.mp4 20.3 MB
02 1-D Linear Regression Theory and Code/006 Define the model in 1-D derive the solution.mp4 25.9 MB
02 1-D Linear Regression Theory and Code/007 Coding the 1-D solution in Python.mp4 15.1 MB
02 1-D Linear Regression Theory and Code/008 Determine how good the model is - r-squared.mp4 11.8 MB
02 1-D Linear Regression Theory and Code/009 R-squared in code.mp4 4.7 MB
02 1-D Linear Regression Theory and Code/010 Demonstrating Moores Law in Code.mp4 18.3 MB
03 Multiple linear regression and polynomial regression/011 Define the multi-dimensional problem and derive the solution Updated Version.mp4 15.1 MB
03 Multiple linear regression and polynomial regression/012 Define the multi-dimensional problem and derive the solution.mp4 37.8 MB
03 Multiple linear regression and polynomial regression/013 How to solve multiple linear regression using only matrices.mp4 3.2 MB
03 Multiple linear regression and polynomial regression/014 Coding the multi-dimensional solution in Python.mp4 15.6 MB
03 Multiple linear regression and polynomial regression/015 Polynomial regression - extending linear regression with Python code.mp4 17.2 MB
03 Multiple linear regression and polynomial regression/016 Predicting Systolic Blood Pressure from Age and Weight.mp4 12.9 MB

[磁力链接] 添加时间:2017-09-07 大小:452.2 MB 最近下载:2025-08-25 热度:979

[FreeTutorials.Us] data-science-natural-language-processing-in-python

01 Natural Language Processing - What is it used for/001 Introduction and Outline.mp4 5.1 MB
01 Natural Language Processing - What is it used for/002 NLP Applications.mp4 11.4 MB
01 Natural Language Processing - What is it used for/003 Why is NLP hard.mp4 4.1 MB
01 Natural Language Processing - What is it used for/004 The Central Message of this Course.mp4 3.9 MB
01 Natural Language Processing - What is it used for/005 How to Succeed in this Course.mp4 9.2 MB
02 Build your own spam detector/006 Build your own spam detector - description of data.mp4 3.7 MB
02 Build your own spam detector/007 Build your own spam detector - the code.mp4 13.1 MB
02 Build your own spam detector/008 Other types of features.mp4 2.7 MB
03 Build your own sentiment analyzer/009 Description of Sentiment Analyzer.mp4 5.9 MB
03 Build your own sentiment analyzer/010 Sentiment Analysis in Python.mp4 45.7 MB
04 NLTK Exploration/011 NLTK Exploration POS Tagging.mp4 3.8 MB
04 NLTK Exploration/012 NLTK Exploration Stemming and Lemmatization.mp4 4.2 MB
04 NLTK Exploration/013 NLTK Exploration Named Entity Recognition.mp4 7.0 MB
05 Latent Semantic Analysis/014 Latent Semantic Analysis - What does it do.mp4 4.1 MB
05 Latent Semantic Analysis/015 PCA and SVD - The underlying math behind LSA.mp4 13.8 MB
05 Latent Semantic Analysis/016 Latent Semantic Analysis in Python.mp4 26.7 MB
06 Write your own article spinner/017 Article Spinning Introduction.mp4 4.9 MB
06 Write your own article spinner/018 Trigram Model.mp4 4.0 MB
06 Write your own article spinner/019 Writing an article spinner in Python.mp4 27.2 MB
07 How to learn more about NLP/020 What we didnt talk about.mp4 4.5 MB

[磁力链接] 添加时间:2017-09-24 大小:292.3 MB 最近下载:2025-06-28 热度:1915

Python for Data Science Essential Training

004 Exercise files.mp4 998.0 kB
003 Getting started with Jupyter.mp4 2.4 MB
031 Intro to network analysis.mp4 4.7 MB
Ex_Files_Python_Data_Science_EssT.zip 5.7 MB
026 Multivariate analysis for outlier detection.mp4 5.9 MB
002 What you should know.mp4 6.0 MB
022 Introduction to machine learning.mp4 8.2 MB
009 Group and aggregate data.mp4 9.7 MB
014 Create visualizations from time series data.mp4 12.0 MB
023 Explanatory factor analysis.mp4 12.4 MB
034 Generate stats on nodes and inspect graphs.mp4 12.5 MB
007 Remove duplicates.mp4 13.3 MB
046 Next steps.mp4 13.5 MB
043 Explore NavigatableString objects.mp4 14.3 MB
045 Web scrape in practice.mp4 14.4 MB
027 A linear projection method for multivariate data.mp4 15.2 MB
018 Summarize categorical data.mp4 16.5 MB
021 Transform dataset distributions.mp4 16.5 MB
017 Generate summary statistics.mp4 16.7 MB
025 Extreme value analysis using univariate methods.mp4 16.7 MB

[磁力链接] 添加时间:2018-01-28 大小:859.9 MB 最近下载:2025-08-22 热度:1334

[HiOrla.com] data-science-and-machine-learning-bootcamp-with-r.zip

[HiOrla.com] data-science-and-machine-learning-bootcamp-with-r.zip 2.6 GB

[磁力链接] 添加时间:2018-01-29 大小:2.6 GB 最近下载:2025-05-24 热度:185

[HiOrla.com] R Programming Hands-on Specialization for Data Science.zip

[HiOrla.com] R Programming Hands-on Specialization for Data Science.zip 3.8 GB

[磁力链接] 添加时间:2018-01-29 大小:3.8 GB 最近下载:2025-01-11 热度:278

[FreeTutorials.Us] Udemy - statistics-for-data-science-and-business-analysis

01 Introduction/001 Glossary.xlsx 20.4 kB
01 Introduction/001 What does the course cover_.mp4 13.3 MB
01 Introduction/001 What does the course cover_-subtitle-en.srt 4.9 kB
01 Introduction/001 What does the course cover_-subtitle-en.vtt 4.4 kB
02 Sample or population data_/002 Course-notes-descriptive-statistics.pdf 853.5 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample.mp4 11.9 MB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.srt 6.2 kB
02 Sample or population data_/002 Understanding the difference between a population and a sample-subtitle-en.vtt 5.7 kB
03 The fundamentals of descriptive statistics/003 Course-notes-descriptive-statistics.pdf 853.5 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4 11.5 MB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.srt 4.4 kB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with-subtitle-en.vtt 3.9 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement.mp4 9.2 MB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.srt 3.8 kB
03 The fundamentals of descriptive statistics/004 Levels of measurement-subtitle-en.vtt 3.4 kB
03 The fundamentals of descriptive statistics/005 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx 31.0 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables.mp4 7.2 MB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.srt 5.6 kB
03 The fundamentals of descriptive statistics/005 Categorical variables_ Visualization techniques for categorical variables-subtitle-en.vtt 4.9 kB
03 The fundamentals of descriptive statistics/006 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx 42.1 kB

[磁力链接] 添加时间:2018-01-29 大小:581.8 MB 最近下载:2025-05-10 热度:701

[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:2025-08-28 热度:1903

[HiOrla.com] r-programming-data-science-hands-on-course.zip

[HiOrla.com] r-programming-data-science-hands-on-course.zip 1.3 GB

[磁力链接] 添加时间:2018-02-01 大小:1.3 GB 最近下载:2025-05-05 热度:135

[FreeTutorials.Us] introduction-to-data-science

01-course-overview/001-course-introduction.mp4 29.1 MB
01-course-overview/002-walkthrough-of-a-data-science-project.mp4 49.2 MB
01-course-overview/003-starting-with-r-and-data.mp4 98.0 MB
02-modeling-and-machine-learning/004-mapping-business-to-machine-learning-tasks.mp4 47.3 MB
02-modeling-and-machine-learning/005-validating-models.mp4 118.1 MB
02-modeling-and-machine-learning/006-your-feedback-is-valuable.pdf 462.6 kB
02-modeling-and-machine-learning/007-naive-bayes-background.mp4 81.5 MB
02-modeling-and-machine-learning/008-naive-bayes-practice.mp4 103.0 MB
02-modeling-and-machine-learning/009-linear-regression-background.mp4 166.7 MB
02-modeling-and-machine-learning/010-linear-regression-practice.mp4 149.7 MB
02-modeling-and-machine-learning/011-logistic-regression-background.mp4 64.6 MB
02-modeling-and-machine-learning/012-logistic-regression-practice.mp4 123.0 MB
02-modeling-and-machine-learning/013-decision-trees-and-random-forest-background.mp4 58.7 MB
02-modeling-and-machine-learning/014-random-forest-practice.mp4 80.3 MB
02-modeling-and-machine-learning/015-generalized-additive-models.mp4 61.0 MB
02-modeling-and-machine-learning/016-support-vector-machines.mp4 150.3 MB
02-modeling-and-machine-learning/017-gradient-boosting.mp4 74.1 MB
02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp4 70.6 MB
02-modeling-and-machine-learning/019-evaluating-models.mp4 148.2 MB
03-data/020-loading-data-in-r.mp4 90.8 MB

[磁力链接] 添加时间:2018-02-03 大小:2.6 GB 最近下载:2024-09-20 热度:403