data science -移花宫 -武林禁地，闲人禁止入内

[FreeCoursesOnline.Us] Lynda - NumPy Data Science Essential Training

01-Welcome.en.srt 1.1 kB
01-Welcome.mp4 6.2 MB
02-What you should know.en.srt 566 Bytes
02-What you should know.mp4 621.5 kB
03-NumPy, data science, IMQAV.en.srt 8.7 kB
03-NumPy, data science, IMQAV.mp4 13.6 MB
04-How to use the exercise files.en.srt 3.2 kB
04-How to use the exercise files.mp4 3.9 MB
05-Install software.en.srt 3.0 kB
05-Install software.mp4 5.8 MB
06-Introduction to Jupyter Notebook.en.srt 4.7 kB
06-Introduction to Jupyter Notebook.mp4 9.5 MB
07-Notebook basics.en.srt 13.1 kB
07-Notebook basics.mp4 22.0 MB
08-Markdown.en.srt 6.4 kB
08-Markdown.mp4 12.0 MB
09-Beautiful mathematics typesetting.en.srt 4.6 kB
09-Beautiful mathematics typesetting.mp4 11.0 MB
10-Launch Jupyter Notebook.en.srt 3.0 kB
10-Launch Jupyter Notebook.mp4 5.3 MB

[磁力链接] 添加时间:2018-02-03 大小:629.4 MB 最近下载:2025-10-01 热度:1725

[GigaCourse.Com] Udemy - Data Science in R Be an Expert in Regression Analysis in R

07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/005 Lab_ Machine Learning Models' Comparison & Best Model Selection.mp4 106.2 MB
07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/004 Lab_ Random Forest in R.mp4 105.0 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/002 Lab_ Polynomial regression in R.mp4 68.1 MB
05 More types of regression models/001 Lab_ Multiple linear regression - model estimation.mp4 63.1 MB
05 More types of regression models/005 ANOVA - Categorical variables with more than two levels in linear regressions.mp4 57.2 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/003 Your first linear regression model in R.mp4 55.9 MB
07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/002 Lab_ Decision Trees in R.mp4 54.5 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/001 Overview of Regression Analysis.mp4 51.5 MB
01 Introduction to the course, Machine Learning & Regression Analysis/002 Introduction to Regression Analysis.mp4 51.5 MB
03 R Crash Course - get started with R-programming in R-Studio/006 Lab_ data types and data structures in R.mp4 50.4 MB
02 Software used in this course R-Studio and Introduction to R/006 Lab_ Get started with R in RStudio.mp4 50.0 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/005 Lab_ Generalized additive models in R.mp4 49.8 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/004 Lab_ Spline regression in R.mp4 49.2 MB
05 More types of regression models/003 Lab_ Multiple linear regression with interaction.mp4 46.7 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/006 Lab_ Linear Regression Diagnostics.mp4 45.3 MB
02 Software used in this course R-Studio and Introduction to R/004 Lab_ Install R and RStudio in 2020.mp4 40.6 MB
03 R Crash Course - get started with R-programming in R-Studio/007 Vectors' operations in R.mp4 37.7 MB
01 Introduction to the course, Machine Learning & Regression Analysis/003 What is Machine Leraning and it's main types_.mp4 36.0 MB
03 R Crash Course - get started with R-programming in R-Studio/012 Read Data into R.mp4 33.5 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/010 Prediction model evaluation with data split_ out-of-sample RMSE.mp4 32.7 MB

[磁力链接] 添加时间:2022-03-12 大小:1.6 GB 最近下载:2025-10-10 热度:1723

[ DevCourseWeb.com ] Deep Dive Into Mastering Data Science And Machine Learning

~Get Your Files Here !/21 - Covariance and Correlation.mp4 60.1 MB
~Get Your Files Here !/25 - Hierarchical Indexing.mp4 50.9 MB
~Get Your Files Here !/8 - DataFrame.mp4 50.1 MB
~Get Your Files Here !/19 - Functions by Element and Row or Column and Statistics.mp4 44.3 MB
~Get Your Files Here !/20 - Ranking and Sorting.mp4 42.5 MB
~Get Your Files Here !/14 - Reindexing.mp4 35.9 MB
~Get Your Files Here !/16 - Arithmetic and Data Alignment.mp4 34.9 MB
~Get Your Files Here !/13 - Methods and Duplicate Labels.mp4 30.3 MB
~Get Your Files Here !/23 - NaN Value Filtration.mp4 28.6 MB
~Get Your Files Here !/9 - Selecting Elements.mp4 25.7 MB
~Get Your Files Here !/12 - Nested Dict and Transposition.mp4 24.6 MB
~Get Your Files Here !/7 - Dictionaries and Operations between Series.mp4 24.3 MB
~Get Your Files Here !/5 - Mathematical Functions and Evaluating Values.mp4 23.4 MB
~Get Your Files Here !/2 - Welcome to the Series.mp4 23.0 MB
~Get Your Files Here !/15 - Dropping.mp4 23.0 MB
~Get Your Files Here !/10 - Assigning Values.mp4 22.1 MB
~Get Your Files Here !/18 - DataFrame and Series and Operations.mp4 20.4 MB
~Get Your Files Here !/11 - Value Membership Deleting and Filtering.mp4 16.3 MB
~Get Your Files Here !/6 - NaN Values.mp4 14.1 MB
~Get Your Files Here !/22 - Assigning a NaN Value.mp4 13.6 MB

[磁力链接] 添加时间:2024-01-07 大小:663.7 MB 最近下载:2025-10-07 热度:1719

[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2022

09 - Scikit-learn_ Creating Machine Learning Models/017 NEW_ Choosing The Right Model For Your Data.mp4 245.7 MB
09 - Scikit-learn_ Creating Machine Learning Models/040 NEW_ Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.8 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 200.2 MB
09 - Scikit-learn_ Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.6 MB
16 - Career Advice + Extra Bits/009 CWD_ Git + Github.mp4 184.8 MB
09 - Scikit-learn_ Creating Machine Learning Models/008 Optional_ Debugging Warnings In Jupyter.mp4 179.8 MB
09 - Scikit-learn_ Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.1 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.0 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.0 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.2 MB
16 - Career Advice + Extra Bits/003 What If I Don't Have Enough Experience_.mp4 154.5 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/009 Turning Data Into Numbers.mp4 151.2 MB
09 - Scikit-learn_ Creating Machine Learning Models/050 Putting It All Together.mp4 150.2 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/037 Visualizing And Evaluate Model Predictions 2.mp4 147.1 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.3 MB
11 - Milestone Project 1_ Supervised Learning (Classification)/010 Finding Patterns 3.mp4 142.5 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/006 Exploring Our Data.mp4 142.1 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.5 MB
09 - Scikit-learn_ Creating Machine Learning Models/016 Getting Your Data Ready_ Handling Missing Values With Scikit-learn.mp4 137.7 MB

[磁力链接] 添加时间:2022-01-11 大小:17.5 GB 最近下载:2025-10-09 热度:1717

[GigaCourse.Com] Udemy - Complete Machine Learning & Data Science Bootcamp 2023

9 - Scikitlearn Creating Machine Learning Models/114 - NEW Choosing The Right Model For Your Data.mp4 456.4 MB
5 - Data Science Environment Setup/40 - Windows Environment Setup 2.mp4 437.1 MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 430.1 MB
16 - Career Advice Extra Bits/268 - CWD Git Github.mp4 379.5 MB
9 - Scikitlearn Creating Machine Learning Models/104 - Typical scikitlearn Workflow.mp4 352.2 MB
9 - Scikitlearn Creating Machine Learning Models/105 - Optional Debugging Warnings In Jupyter.mp4 337.7 MB
16 - Career Advice Extra Bits/262 - What If I Dont Have Enough Experience.mp4 327.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Training Your Deep Neural Network.mp4 311.7 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Feature Engineering.mp4 305.0 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Make And Transform Predictions.mp4 292.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Turning Data Into Numbers.mp4 278.7 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Turning Data Into Batches 2.mp4 278.7 MB
5 - Data Science Environment Setup/37 - Mac Environment Setup.mp4 274.1 MB
9 - Scikitlearn Creating Machine Learning Models/147 - Putting It All Together.mp4 273.8 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Preproccessing Our Data.mp4 271.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - Feature Importance.mp4 266.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Visualizing And Evaluate Model Predictions 2.mp4 266.0 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Exploring Our Data.mp4 263.6 MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Finding Patterns 3.mp4 260.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Making Predictions On Test Images.mp4 257.0 MB

[磁力链接] 添加时间:2024-01-13 大小:31.4 GB 最近下载:2025-09-24 热度:1717

[ DevCourseWeb.com ] Udemy - Data Science - CNN and OpenCV - Breast Cancer Detection

~Get Your Files Here !/15. Project Files and Code/output/RN_weights-009-0.3958.hdf5 101.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/3. Setting up the project in Google Colab_Part 2.mp4 87.0 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/4. About Config and Create_Dataset File.mp4 86.9 MB
~Get Your Files Here !/7. Model Building/2. Building a custom CNN network architecture.mp4 54.6 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 47.9 MB
~Get Your Files Here !/15. Project Files and Code/output/CM_weights-010-0.3063.hdf5 44.4 MB
~Get Your Files Here !/10. Fitting the Model/2. Model Fitting of ResNet50, Custom CNN.mp4 42.8 MB
~Get Your Files Here !/7. Model Building/1. Model Building using ResNet50.mp4 40.6 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/7. Plotting some samples from both the classes.mp4 36.5 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/5. Importing the Libraries.mp4 35.2 MB
~Get Your Files Here !/3. Common Methods for plotting and class weight calculation/3. Calculating the class weights in train directory.mp4 33.5 MB
~Get Your Files Here !/4. Data Augmentation/2. Implementing Data Augmentation techniques.mp4 31.7 MB
~Get Your Files Here !/11. Model Evaluation/1. Predicting on the test data using ResNet50 and Custom CNN Model.mp4 30.6 MB
~Get Your Files Here !/13. Using custom CNN model to detect presence of malignant cells in images/2. Loading an image and predicting using the model whether the person has malignant.mp4 30.1 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/6. Plotting the count of data against each class in each directory.mp4 29.1 MB
~Get Your Files Here !/12. Using ResNet50 model to detect presence of malignant cells in images/1. Loading the ResNet50 model from drive.mp4 28.9 MB
~Get Your Files Here !/5. Data Generators/2. Implementing Data Generators.mp4 28.2 MB
~Get Your Files Here !/1. Introduction and Getting Started/3. Understanding the project folder structure.mp4 28.2 MB
~Get Your Files Here !/2. Data Understanding & Importing Libraries/1. Understanding the dataset and the folder structure.mp4 28.1 MB
~Get Your Files Here !/14. Future scope of work/1. What you can do next to increase model’s prediction capabilities..mp4 26.4 MB

[磁力链接] 添加时间:2023-12-22 大小:1.2 GB 最近下载:2025-10-08 热度:1711

[FreeAllCourse.Com] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.7 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.1 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
12. Probability - Distributions/3. Types of Probability Distributions.mp4 96.0 MB

[磁力链接] 添加时间:2021-04-08 大小:16.8 GB 最近下载:2025-10-10 热度:1705

Complete 2020 Data Science and Machine Learning Bootcamp [UdemyLibrary.com]

Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 305.5 MB
Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 301.4 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 264.1 MB
Course/5. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 256.0 MB
Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 248.1 MB
Course/12. Serving a Tensorflow Model through a Website/12. Introduction to OpenCV.mp4 246.8 MB
Course/3. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 243.3 MB
Course/12. Serving a Tensorflow Model through a Website/14. Calculating the Centre of Mass and Shifting the Image.mp4 234.1 MB
Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 229.6 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/10. Use the Model to Make Predictions.mp4 228.9 MB
Course/5. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 224.8 MB
Course/11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 224.1 MB
Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 215.3 MB
Course/8. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.mp4 204.6 MB
Course/4. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 202.9 MB
Course/10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 200.8 MB
Course/12. Serving a Tensorflow Model through a Website/7. Loading a Tensorflow.js Model and Starting your own Server.mp4 197.2 MB
Course/12. Serving a Tensorflow Model through a Website/9. Styling an HTML Canvas.mp4 196.5 MB
Course/12. Serving a Tensorflow Model through a Website/16. Adding the Game Logic.mp4 181.2 MB
Course/12. Serving a Tensorflow Model through a Website/10. Drawing on an HTML Canvas.mp4 180.3 MB

[磁力链接] 添加时间:2022-01-09 大小:18.4 GB 最近下载:2025-10-06 热度:1697

[FreeCourseLab.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 218.8 MB
05 Pandas/028 Pandas Project Exercise Solutions.mp4 181.0 MB
13 Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 152.6 MB
08 Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 143.9 MB
17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
05 Pandas/026 Pandas Pivot Tables.mp4 135.0 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.2 MB
11 Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4 126.5 MB
11 Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.5 MB
23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.4 MB
07 Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.5 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/010 Text Classification Project Exercise Solutions.mp4 113.3 MB
22 K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.1 MB
08 Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.4 MB
06 Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4 111.0 MB
07 Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4 110.8 MB
11 Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4 110.4 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4 110.2 MB

[磁力链接] 添加时间:2022-02-07 大小:11.3 GB 最近下载:2025-10-09 热度:1695

Data for Good Using Data Science in Nonprofits and NGOs

[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/01 Data science isn't just for capitalists.mp4 19.3 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/17 Data for good groups.mp4 11.1 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/18 World discussions.mp4 9.4 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/03 Oversight to data use.mp4 9.2 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/10 Decision applications.mp4 9.0 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/02 How data is used everyday.mp4 8.4 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/08 Problems that can be solved.mp4 8.3 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/09 Research applications.mp4 8.1 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/14 Open source presentation.mp4 7.3 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/04 Machine learning and data science overview.mp4 6.9 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/07 Application for data for good.mp4 6.8 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/13 Open source analytics.mp4 6.2 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/21 The next steps for using data for good.mp4 3.0 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/06 Solution Define machine learning.mp4 2.5 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/16 Solution Set up a mock project.mp4 2.4 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/12 Solution Decision example.mp4 2.1 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/20 Solution Finding a challenge.mp4 2.1 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/05 Challenge Define machine learning.mp4 2.0 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/15 Challenge Set up a mock project.mp4 1.9 MB
[TutsNode.com] - Data for Good Using Data Science in Nonprofits and NGOs/11 Challenge Decision example.mp4 1.7 MB

[磁力链接] 添加时间:2021-03-09 大小:130.7 MB 最近下载:2025-10-09 热度:1687

[ DevCourseWeb.com ] Udemy - Python - Big Data Analytics and Data Science.zip

[ DevCourseWeb.com ] Udemy - Python - Big Data Analytics and Data Science.zip 3.8 GB

[磁力链接] 添加时间:2021-04-21 大小:3.8 GB 最近下载:2025-10-11 热度:1685

[GigaCourse.com] Udemy - The Data Science Course 2020 Complete Data Science Bootcamp

16. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.6 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.1 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 94.3 MB

[磁力链接] 添加时间:2021-03-09 大小:16.9 GB 最近下载:2025-10-05 热度:1684

[GigaCourse.com] Udemy - Probability for Statistics and Data Science

4. Distributions/29. Practical Example Distributions.mp4 165.1 MB
3. Bayesian Inference/22. Practical Example Bayesian Inference.mp4 152.0 MB
2. Combinatorics/20. Practical Example Combinatorics.mp4 140.9 MB
5. Tie-ins to Other Fields/1. Tie-ins to Finance.mp4 103.6 MB
4. Distributions/3. What are the two main types of distributions based on the type of data we have.mp4 96.1 MB
1. Introduction to Probability/2. What is the probability formula.mp4 90.0 MB
4. Distributions/15. What is a Continuous Distribution.mp4 88.2 MB
5. Tie-ins to Other Fields/2. Tie-ins to Statistics.mp4 80.9 MB
1. Introduction to Probability/4. How to compute expected values.mp4 79.4 MB
4. Distributions/1. What is a probability distribution.mp4 76.9 MB
4. Distributions/11. What is the Binomial Distribution.mp4 72.2 MB
5. Tie-ins to Other Fields/3. Tie-ins to Data Science.mp4 66.5 MB
1. Introduction to Probability/6. What is a probability frequency distribution.mp4 64.6 MB
1. Introduction to Probability/8. What is a complement.mp4 62.0 MB
2. Combinatorics/11. What are combinations and how are they similar to variations.mp4 60.1 MB
3. Bayesian Inference/7. What is the union of sets A and B.mp4 60.0 MB
4. Distributions/13. What is the Poisson Distribution.mp4 58.5 MB
1. Introduction to Probability/1. What does the course cover.mp4 55.2 MB
3. Bayesian Inference/20. When do we use Bayes' Theorem in Real Life.mp4 52.4 MB
4. Distributions/27. What is the Logistic Distribution.mp4 52.4 MB

[磁力链接] 添加时间:2021-03-09 大小:2.7 GB 最近下载:2025-09-28 热度:1680

Excel for Data Science and Machine Learning

[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/4. Applying Logistic Regression in Excel.mp4 111.8 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/7. Understanding the Logistic Regression Summary (Part 2).mp4 98.4 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/2. Simple Linear Regression/9. Interpreting Regression Tables (Part 2).mp4 98.0 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/1. Introduction/1. What Is Machine Learning.mp4 93.8 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/2. Simple Linear Regression/7. Interpreting Regression Tables (Part 1).mp4 89.3 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/2. Multiple Linear Regression (Example).mp4 87.2 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/3. Mutiple Linear Regression (Results).mp4 80.5 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/2. Simple Linear Regression/10. Interpreting Regression Tables (Part 3).mp4 78.1 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/2. Simple Linear Regression/5. First Regression in Excel.mp4 74.7 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/2. From Linear to Logistic Regression.mp4 71.9 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/8. ROC Curve.mp4 59.6 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/10. Dummy Variables.mp4 57.7 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/6. Logistic Regression with XReal.mp4 56.8 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/1. Introduction/2. Types of Machine Learning.mp4 48.7 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/11. Making Predictions Using Linear Regression.mp4 44.8 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/7. OLS Assumptions Normality and Homoscedasticity.mp4 35.2 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/2. Simple Linear Regression/2. Linear Regression.mp4 32.0 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/3. Multiple Linear Regression/9. OLS Assumptions No Multicollinearity.mp4 29.6 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/5. Interpreting Regression Coefficients.mp4 29.3 MB
[TutsNode.com] - Excel for Data Science and Machine Learning/4. Logistic Regression/9. Underfitting and Overfitting.mp4 28.5 MB

[磁力链接] 添加时间:2022-02-15 大小:1.6 GB 最近下载:2025-10-08 热度:1678

[GigaCourse.com] Udemy - Statistics for Data Science and Business Analysis

5. Practical example descriptive statistics/1. Practical example.mp4 168.3 MB
17. Practical example regression analysis/1. Practical example regression analysis.mp4 135.6 MB
9. Practical example inferential statistics/1. Practical example inferential statistics.mp4 107.6 MB
10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.mp4 96.6 MB
10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.mp4 86.6 MB
7. Estimators and estimates/5. Calculating confidence intervals within a population with a known variance.mp4 82.0 MB
3. The fundamentals of descriptive statistics/1. The various types of data we can work with.mp4 76.1 MB
8. Confidence intervals advanced topics/1. Calculating confidence intervals for two means with dependent samples.mp4 73.9 MB
12. Practical example hypothesis testing/1. Practical example hypothesis testing.mp4 72.8 MB
1. Introduction/1. What does the course cover.mp4 72.0 MB
6. Distributions/9. Understanding the central limit theorem.mp4 66.0 MB
6. Distributions/2. What is a distribution.mp4 64.6 MB
2. Sample or population data/1. Understanding the difference between a population and a sample.mp4 60.9 MB
7. Estimators and estimates/7. Confidence interval clarifications.mp4 59.9 MB
11. Hypothesis testing Let's start testing!/3. What is the p-value and why is it one of the most useful tools for statisticians.mp4 58.6 MB
3. The fundamentals of descriptive statistics/3. Levels of measurement.mp4 57.0 MB
11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.mp4 56.9 MB
13. The fundamentals of regression analysis/5. The linear regression model made easy.mp4 53.5 MB
4. Measures of central tendency, asymmetry, and variability/6. Measuring how data is spread out calculating variance.mp4 53.4 MB
11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.mp4 52.9 MB

[磁力链接] 添加时间:2021-03-22 大小:3.0 GB 最近下载:2025-10-08 热度:1667

[ DevCourseWeb.com ] Udemy - Data Science with Machine Learning Algorithm using Python.zip

[ DevCourseWeb.com ] Udemy - Data Science with Machine Learning Algorithm using Python.zip 4.0 GB

[磁力链接] 添加时间:2021-03-10 大小:4.0 GB 最近下载:2025-10-10 热度:1657

[ FreeCourseWeb.com ] Udemy - Web Scraping with Beautiful Soup for Data Science

~Get Your Files Here !/4. Project No.2 - Level Intermediate/5. Scraping Multiple Pages.mp4 247.6 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/2. Combine URLs.mp4 213.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/5. Scrape Multiple Pages.mp4 191.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/4. Loop through all links and store results.mp4 152.8 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/2. Find & Find All.mp4 132.2 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/3. Extract Data from First Link.mp4 126.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/2. Scraping necessary Data - Part 1.mp4 121.0 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/1. Imports, HTTP Requests, Soup Object.mp4 110.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/5. Navigate to Siblings &Parents.mp4 105.8 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/3. Dataframe and Excel File.mp4 101.4 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/2. Extract necessary Data.mp4 84.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/4. Dataframe & Data Storage.mp4 81.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/3. Select & Select One.mp4 68.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/3. Scraping necessary Data - Part 2.mp4 67.3 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/6. Extract Links & URLs.mp4 66.3 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/1. Project Overview & SetUp.mp4 46.3 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/1. Project Introduction & SetUp.mp4 45.5 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/4. Extract Attribute Values.mp4 44.6 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/7. Find Elements - Alternative Syntax.mp4 43.1 MB
~Get Your Files Here !/1. Introduction & Course Overview/1. Introduction.mp4 33.5 MB

[磁力链接] 添加时间:2022-04-13 大小:2.1 GB 最近下载:2025-09-27 热度:1655

[FreeCourseSite.com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 219.4 MB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4 180.9 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 169.1 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 144.1 MB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
19 - Supervised Learning Capstone Project/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis.mp4 136.5 MB
05 - Pandas/026 Pandas Pivot Tables.mp4 135.4 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.1 MB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution.mp4 125.3 MB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 - Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.4 MB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.6 MB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models.mp4 119.8 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.7 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4 116.0 MB
26 - Model Deployment/003 Model Persistence.mp4 115.1 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.5 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.3 MB
19 - Supervised Learning Capstone Project/002 Solution Walkthrough - Supervised Learning Project - Data and EDA.mp4 111.3 MB

[磁力链接] 添加时间:2024-03-01 大小:12.3 GB 最近下载:2025-10-10 热度:1651

[FreeCourseLab.com] Udemy - Data Science with Python

1. Introduction/1. Introduction to Data Visualization.mp4 17.8 MB
1. Introduction/1. Introduction to Data Visualization.vtt 4.9 kB
2. What is Data Science/1. Understanding Data Science.mp4 18.9 MB
2. What is Data Science/1. Understanding Data Science.vtt 5.9 kB
2. What is Data Science/2. Python Environment Framework.mp4 28.9 MB
2. What is Data Science/2. Python Environment Framework.vtt 5.0 kB
2. What is Data Science/3. Various Python Scripts.mp4 30.1 MB
2. What is Data Science/3. Various Python Scripts.vtt 6.6 kB
3. Advanced Python/1. Concept of Advanced Python.mp4 27.8 MB
3. Advanced Python/1. Concept of Advanced Python.vtt 6.4 kB
3. Advanced Python/2. Creating Functions for Python.mp4 24.7 MB
3. Advanced Python/2. Creating Functions for Python.vtt 4.5 kB
3. Advanced Python/3. Creating a New Library.mp4 23.9 MB
3. Advanced Python/3. Creating a New Library.vtt 4.8 kB
3. Advanced Python/4. Creating Bar Charts.mp4 40.9 MB
3. Advanced Python/4. Creating Bar Charts.vtt 7.8 kB
3. Advanced Python/5. Analysis on Line Chart.mp4 31.8 MB
3. Advanced Python/5. Analysis on Line Chart.vtt 5.7 kB
3. Advanced Python/6. Understanding Scattered Plots.mp4 36.8 MB
3. Advanced Python/6. Understanding Scattered Plots.vtt 5.9 kB

[磁力链接] 添加时间:2018-11-07 大小:1.4 GB 最近下载:2025-10-10 热度:1649

[ FreeCourseWeb.com ] Udemy - SQL for Data Science ,Oracle , MySQL, R and Python [2020]

~Get Your Files Here !/10. SQL in R and Data Visualizations/3. Data Visualizations in R using ggplot.mp4 109.5 MB
~Get Your Files Here !/12. Case Study - Market Data/7. Assignment Solutions-2.mp4 92.9 MB
~Get Your Files Here !/5. Basics of SQL - Write your 1st SQL/1. Write your 1st SQL.mp4 70.6 MB
~Get Your Files Here !/11. ImportExport Files into Database - Oracle and MySQL/3. Import CSV file in MySQL - 1.mp4 67.0 MB
~Get Your Files Here !/9. SQL in Python and Data Visualizations/3. SQL Python-Upload Market Data.mp4 63.6 MB
~Get Your Files Here !/5. Basics of SQL - Write your 1st SQL/2. IN,NOT IN,BETWEEN Clause.mp4 61.4 MB
~Get Your Files Here !/3. Database Installation - Oracle and MySQL/5. Installation of Oracle Database (optional).mp4 51.3 MB
~Get Your Files Here !/5. Basics of SQL - Write your 1st SQL/3. Null ,Not Null , Order by Clause.mp4 50.7 MB
~Get Your Files Here !/12. Case Study - Market Data/1. DML and DDL commands for Market Data.mp4 48.4 MB
~Get Your Files Here !/12. Case Study - Market Data/4. Select Clauses for Market Data in Oracle.mp4 47.3 MB
~Get Your Files Here !/7. Nested SQL and Joins/6. Outer Join.mp4 47.1 MB
~Get Your Files Here !/9. SQL in Python and Data Visualizations/6. MySQL Database Connection with Python.mp4 45.4 MB
~Get Your Files Here !/12. Case Study - Market Data/2. Select Clauses for Market Data in MySQL.mp4 43.7 MB
~Get Your Files Here !/9. SQL in Python and Data Visualizations/5. Visualizations in Python- Seaborn and Pandas.mp4 43.1 MB
~Get Your Files Here !/3. Database Installation - Oracle and MySQL/3. Installation of MySQL Database.mp4 42.4 MB
~Get Your Files Here !/7. Nested SQL and Joins/2. Nested SQL 1.mp4 39.8 MB
~Get Your Files Here !/11. ImportExport Files into Database - Oracle and MySQL/1. Import CSV file in Oracle Database - 1.mp4 39.0 MB
~Get Your Files Here !/11. ImportExport Files into Database - Oracle and MySQL/2. Import CSV file in Oracle Database - 2.mp4 38.8 MB
~Get Your Files Here !/9. SQL in Python and Data Visualizations/4. Write SQL in Python.mp4 38.4 MB
~Get Your Files Here !/1. Introduction/4. SQL Concept.mp4 38.1 MB

[磁力链接] 添加时间:2024-02-15 大小:1.8 GB 最近下载:2025-10-10 热度:1649