data science -移花宫 -武林禁地，闲人禁止入内

[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-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:2025-06-11 热度:546

[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:2025-01-06 热度:705

[FreeTutorials.Us] sql-for-marketers-data-analytics-data-science-big-data

01 Why you should stop depending on engineers and learn SQL/001 Why you should stop depending on engineers and learn SQL.mp4 3.2 MB
01 Why you should stop depending on engineers and learn SQL/002 Outline of this course.mp4 3.0 MB
02 Survey of SQL databases and Installation of SQLite/003 Overview of SQL databases.mp4 5.9 MB
02 Survey of SQL databases and Installation of SQLite/004 Installing SQLite on Mac Linux and Windows.mp4 2.0 MB
03 What is a relational database Basic commands/005 Whats a relational database.mp4 1.9 MB
03 What is a relational database Basic commands/006 How to load the data used in this class.mp4 4.1 MB
03 What is a relational database Basic commands/007 Basic commands.mp4 2.0 MB
03 What is a relational database Basic commands/008 Querying a table.mp4 4.5 MB
03 What is a relational database Basic commands/009 Creating a table.mp4 2.4 MB
03 What is a relational database Basic commands/010 Modifying a tables structure.mp4 4.9 MB
04 Indexes and speed comparison/011 Speeding things up with indexes.mp4 5.4 MB
04 Indexes and speed comparison/012 Index Example in the Console.mp4 5.1 MB
05 Modifying a tables data/013 Insert Update Delete.mp4 5.7 MB
05 Modifying a tables data/014 What is CRUD.mp4 2.4 MB
06 Joining tables/015 Joining or Merging tables together.mp4 3.9 MB
06 Joining tables/016 Joins in the console.mp4 6.1 MB
07 Aggregating grouping and sorting. Real marketing queries/017 Count Distinct Sum Min Max Avg.mp4 2.1 MB
07 Aggregating grouping and sorting. Real marketing queries/018 Group by Sort Limit.mp4 3.7 MB
07 Aggregating grouping and sorting. Real marketing queries/019 Funnels YOY revenue and Sales by Location.mp4 9.2 MB
08 Advanced SQL on Spark/020 Spark SQL.mp4 14.6 MB

[磁力链接] 添加时间:2017-08-19 大小:133.7 MB 最近下载:2025-04-07 热度:881

[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:2025-06-12 热度:1508

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:2025-06-09 热度:807

[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:2025-06-02 热度:2343

[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:2025-05-14 热度:1326

[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:2025-03-23 热度:1028

[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:2025-06-12 热度:846

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:2025-06-12 热度:4638

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:2025-06-11 热度:1431

Bite-Sized Data Science with Python: Introduction - Rocky_45 [CPUL].rar

Bite-Sized Data Science with Python: Introduction - Rocky_45 [CPUL].rar 438.6 MB

[磁力链接] 添加时间:2017-06-17 大小:438.6 MB 最近下载:2018-11-07 热度:75

All Data Structure And Algorithms Books (Computer Science)

All Data Structure And Algorithms Books (Computer Science).daa 378.5 MB
Torrent_downloaded_from_Demonoid.com.txt 47 Bytes
readme.nfo 2.9 kB

[磁力链接] 添加时间:2017-06-15 大小:378.5 MB 最近下载:2025-02-18 热度:130

[FreeUdemy.Me] Machine Learning A-Z™ Hands-On Python & R In Data Science.zip

[FreeUdemy.Me] Machine Learning A-Z™ Hands-On Python & R In Data Science.zip 7.2 GB

[磁力链接] 添加时间:2017-06-07 大小:7.2 GB 最近下载:2025-06-11 热度:564

Силен Д., Мейсман А. - Основы Data Science и Big Data. Python и наука о данных - 2017.PDF

Силен Д., Мейсман А. - Основы Data Science и Big Data. Python и наука о данных - 2017.PDF 113.6 MB

[磁力链接] 添加时间:2017-06-05 大小:113.6 MB 最近下载:2022-05-01 热度:134

Data science.rar

Data science.rar 8.8 GB

[磁力链接] 添加时间:2017-04-24 大小:8.8 GB 最近下载:2018-11-08 热度:48

O'Reilly - Building Data Science Teams

01. Building Data Science Teams/01_01-Introduction Building Data Science Teams.mp4 13.6 MB
01. Building Data Science Teams/01_02-Why are we here.mp4 139.5 MB
01. Building Data Science Teams/01_03-Preparing your organization.mp4 71.0 MB
01. Building Data Science Teams/01_04-Hire the team.mp4 140.2 MB
01. Building Data Science Teams/01_05-Team Matrix.mp4 168.3 MB
01. Building Data Science Teams/01_06-Organization and Process.mp4 79.6 MB
01. Building Data Science Teams/01_07-Miscellaneous Caveats.mp4 76.0 MB

[磁力链接] 添加时间:2017-04-23 大小:688.2 MB 最近下载:2025-06-11 热度:571

Udemy - Tableau 9 For Data Science REAL-Life Data Science Exercises

01 Section 1 - Its super easy to get Started/001 Welcome What is Tableau Course Overview.mp4 17.6 MB
01 Section 1 - Its super easy to get Started/002 Installation.mp4 11.6 MB
01 Section 1 - Its super easy to get Started/003 Exercise - Get Excited.mp4 37.5 MB
02 Tableau Basics Your First Barchart/001 The Business Challenge - Who Gets the Annual Bonus.mp4 11.9 MB
02 Tableau Basics Your First Barchart/002 Connecting Tableau to a Data file - CSV file.mp4 17.1 MB
02 Tableau Basics Your First Barchart/003 Navigating Tableau.mp4 15.8 MB
02 Tableau Basics Your First Barchart/004 Creating calculated fields.mp4 14.6 MB
02 Tableau Basics Your First Barchart/005 Adding colours.mp4 16.1 MB
02 Tableau Basics Your First Barchart/006 Adding labels and formatting.mp4 25.5 MB
02 Tableau Basics Your First Barchart/007 Exporting your worksheet.mp4 22.9 MB
03 Timeseries, Aggregation, and Filters/001 Section intro.mp4 26.3 MB
03 Timeseries, Aggregation, and Filters/002 Working with Data Extracts in Tableau.mp4 38.9 MB
03 Timeseries, Aggregation, and Filters/003 Working with timeseries.mp4 30.1 MB
03 Timeseries, Aggregation, and Filters/004 Understanding aggregation, granularity, and level of detail.mp4 38.0 MB
03 Timeseries, Aggregation, and Filters/005 Creating an area chart learning about highlighting.mp4 47.6 MB
03 Timeseries, Aggregation, and Filters/006 Adding a filter and quick filter.mp4 36.3 MB
04 Maps, Scatterplots, and Your First Dashboard/001 Section intro.mp4 13.4 MB
04 Maps, Scatterplots, and Your First Dashboard/002 Joining Data in Tableau.mp4 70.0 MB
04 Maps, Scatterplots, and Your First Dashboard/003 Creating a map, working with hierarchies.mp4 49.5 MB
04 Maps, Scatterplots, and Your First Dashboard/004 Creating a scatter plot, applying filters to multiple worksheets.mp4 38.2 MB

[磁力链接] 添加时间:2017-04-17 大小:1.5 GB 最近下载:2018-11-14 热度:34

Udemy - Introduction to Data Science

02 Modeling and Machine Learning/002 Validating Models.mp4 118.1 MB
02 Modeling and Machine Learning/015 Evaluating Models.mp4 148.2 MB
02 Modeling and Machine Learning/TestTrainExample.Rproj 257 Bytes
02 Modeling and Machine Learning/009 Decision Trees and Random Forest background.mp4 58.7 MB
02 Modeling and Machine Learning/TestTrainSplit.Rmd 2.5 kB
02 Modeling and Machine Learning/007 Logistic Regression background.mp4 64.6 MB
02 Modeling and Machine Learning/006 Linear Regression practice.mp4 149.7 MB
02 Modeling and Machine Learning/005 Linear Regression background.mp4 166.7 MB
02 Modeling and Machine Learning/013 Gradient Boosting.mp4 74.1 MB
02 Modeling and Machine Learning/008 Logistic Regression practice.mp4 123.0 MB
02 Modeling and Machine Learning/001 Mapping Business to Machine Learning Tasks.mp4 47.3 MB
02 Modeling and Machine Learning/004 Naive Bayes practice.mp4 103.0 MB
02 Modeling and Machine Learning/salaryData.rds 12.5 kB
02 Modeling and Machine Learning/011 Generalized Additive Models.mp4 61.0 MB
02 Modeling and Machine Learning/010 Random Forest practice.mp4 80.3 MB
02 Modeling and Machine Learning/Examples.R 3.3 kB
02 Modeling and Machine Learning/012 Support Vector Machines.mp4 150.3 MB
02 Modeling and Machine Learning/003 Naive Bayes background.mp4 81.5 MB
02 Modeling and Machine Learning/014 Regularization for Linear and Logistic Regression.mp4 70.6 MB
04 Moving On/001 Recommended Books.mp4 45.3 MB

[磁力链接] 添加时间:2017-04-07 大小:2.6 GB 最近下载:2024-07-27 热度:1353