data science -移花宫 -武林禁地，闲人禁止入内

R for Data Science by Hadley Wickham

Hadley Wickham - R for Data Science_ Import, Tidy, Transform, Visualize, and Model Data (2017).pdf 33.9 MB
R for Data Science - Hadley Wickham.azw3 18.6 MB
R for Data Science - Hadley Wickham.epub 15.3 MB
R for Data Science - Hadley Wickham.mobi 28.8 MB

[磁力链接] 添加时间:2017-02-21 大小:96.6 MB 最近下载:2025-03-26 热度:1071

Learning Path Intermediate Data Science with R

9.mp4 204.9 MB
10.mp4 47.4 MB
100.mp4 50.5 MB
101.mp4 50.4 MB
102.mp4 53.0 MB
103.mp4 5.4 MB
104.mp4 43.9 MB
105.mp4 60.2 MB
106.mp4 55.8 MB
107.mp4 53.2 MB
108.mp4 41.5 MB
109.mp4 28.2 MB
11.mp4 97.2 MB
110.mp4 59.7 MB
111.mp4 32.3 MB
112.mp4 59.6 MB
113.mp4 45.4 MB
114.mp4 4.9 MB
12.mp4 133.9 MB
13.mp4 98.6 MB

[磁力链接] 添加时间:2017-02-21 大小:5.1 GB 最近下载:2025-05-30 热度:1222

Coursera - Introduction to Data Science (2013)

virtual machine/Coursera-Data-Science-Ubuntu.ova 2.5 GB
soft/TableauDesktop.exe 91.6 MB
video-extra/Introduction to JSMapreduce.mp4 51.3 MB
video/8 - 2 - Eventual Consistency (1856).mp4 27.2 MB
video/1 - 11 - Twitter Assignment Getting Started with Problem 0 and Problem 1.mp4 26.5 MB
video/1 - 1 - Appetite Whetting Part 1 (1538).mp4 25.1 MB
video/8 - 7 - Example Other Google Systems (1618).mp4 24.9 MB
video/8 - 3 - Example Memcached (1637).mp4 24.4 MB
video/3 - 1 - Scalability Basics (1618).mp4 24.4 MB
video/3 - 9 - Parallel Databases (1618).mp4 23.8 MB
video/8 - 11 - Pig Join and Co-Group Join (1610).mp4 23.5 MB
video/1 - 8 - Big Data (1436).mp4 22.9 MB
video/10 - 1 - 01 Guest Segment Aaron Kimball Wibidata.mp4 22.3 MB
video/1 - 2 - Appetite Whetting Part 2 (1344).mp4 21.2 MB
video/3 - 11 - Experimental Results MR and DB (1501).mp4 21.1 MB
video/1 - 5 - This Course Part 1 (1402).mp4 20.6 MB
video/8 - 8 - Response to NoSQL Systems (1444).mp4 20.3 MB
video/5 - 6 - 06 Information Gain (1143).mp4 20.2 MB
video/3 - 6 - MapReduce Relational Join Social Example (1317).mp4 19.6 MB
video/2 - 7 - SQL for Data Science Interpreting Complicated SQL (1212).mp4 19.1 MB

[磁力链接] 添加时间:2017-02-21 大小:4.2 GB 最近下载:2025-05-30 热度:7115

Apache Spark with Python - Learn Data Science Power Tools

spark-python.tgz 695.9 MB
Torrent downloaded from demonoid.pw.txt 46 Bytes
Torrent Downloaded From ExtraTorrent.cc.txt 352 Bytes

[磁力链接] 添加时间:2017-02-28 大小:695.9 MB 最近下载:2025-05-31 热度:1486

[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo

1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png 109.3 kB
1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf 2.0 MB
1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf 2.1 MB
1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf 945.8 kB
1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf 614.3 kB
1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf 555.0 kB
1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf 473.5 kB
1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf 391.2 kB
1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf 271.9 kB
1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf 446.4 kB
1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf 620.2 kB
1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf 645.3 kB
1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf 1.0 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4 10.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt 22.1 kB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4 1.6 MB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt 3.2 kB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4 1.3 MB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt 2.7 kB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4 1.2 MB

[磁力链接] 添加时间:2017-03-04 大小:4.4 GB 最近下载:2025-06-01 热度:2651

Packt Publishing - Data Science and Machine Learning with Python - Hands On-FULL

Packt Publishing - Data Science and Machine Learning with Python - Hands On-FULL.iso 8.3 GB
More_info.txt 658 Bytes

[磁力链接] 添加时间:2017-03-08 大小:8.3 GB 最近下载:2025-05-17 热度:390

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

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:2025-05-23 热度:565

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

[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:2022-05-16 热度:555

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

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:2025-05-29 热度:1419

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:2025-06-01 热度:4460

[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:2025-05-31 热度:835

[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-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] 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:2025-05-30 热度:2342

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:2025-06-01 热度:786

[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:2025-05-29 热度:1453

[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