data science -移花宫 -武林禁地，闲人禁止入内

[CourseClub.Me] SkillShare - Data Science and Business Analytics with Python

28. ML Interpretability.mp4 201.1 MB
30. Visuals & Reports.mp4 201.1 MB
31. Visualization Basics.mp4 201.1 MB
20. Dividing Data into Subsets.mp4 170.7 MB
14. Scaling and Binning Numerical Data.mp4 156.4 MB
5. How To Find Help.mp4 140.0 MB
10. Dealing with Huge Data.mp4 129.2 MB
25. Machine Learning Classification.mp4 125.0 MB
15. Validating Data with Schemas.mp4 124.1 MB
18. Visual Data Exploration.mp4 121.4 MB
19. Descriptive Statistics.mp4 121.4 MB
27. Validation of Machine Learning Models.mp4 120.7 MB
29. Intro to Machine Learning Fairness.mp4 105.2 MB
13. Dealing with Missing Data.mp4 104.9 MB
23. Linear Regression for Price Prediction.mp4 97.8 MB
16. Encoding Categorical Data.mp4 83.6 MB
17. Exploratory Data Analysis.mp4 83.6 MB
26. Data Clustering for Deeper Insights.mp4 80.8 MB
9. Loading Any Data File.mp4 78.9 MB
24. Decision Trees and Random Forests.mp4 76.5 MB

[磁力链接] 添加时间:2024-02-07 大小:3.3 GB 最近下载:2025-05-21 热度:850

[FreeCoursesOnline.Me] Coursera - Data Science Fundamentals with Python and SQL Specialization

Tools-for-data-science.zip 220.0 MB
SQL-data-science.zip 189.0 MB
Python-for-applied-data-science-ai.zip 180.3 MB
Statistics-for-data-science-python.zip 163.4 MB
Python-project-for-data-science.zip 14.4 MB
0. Websites you may like/1. OneHack.us Premium Cracked Accounts-Tutorials-Guides-Articles Community Based Forum.url 377 Bytes
FreeCoursesOnline.me Download Udacity, Masterclass, Lynda, PHLearn, etc Free.url 290 Bytes
Content Info.txt 283 Bytes
0. Websites you may like/2. FTUApps.com Download Cracked Developers Applications For Free.url 239 Bytes
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[磁力链接] 添加时间:2024-02-09 大小:767.0 MB 最近下载:2025-06-15 热度:6128

[FreeCoursesOnline.Me] PacktPub - Data Science Model Deployments and Cloud Computing on GCP

Chapter 9 Vertex AI - Machine Learning Framework/007. Lab - Model Deployment Flow Using Python SDK.mp4 63.2 MB
Chapter 7 Data Science Models with Google App Engine/008. Lab - Final Solution Deployment Using Workflow and App Engine.mp4 63.0 MB
Chapter 9 Vertex AI - Machine Learning Framework/003. Lab - Custom Model Training Using Web Console.mp4 59.7 MB
Chapter 8 Dataproc Serverless PySpark/007. Lab - Airflow with Serverless PySpark.mp4 55.6 MB
Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/002. Lab - Deploy Python Application Using Cloud Storage Triggers.mp4 54.8 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/005. Lab - Run and Ship Applications Using the Container Registry.mp4 54.6 MB
Chapter 7 Data Science Models with Google App Engine/003. Lab - Deploy Training Code to App Engine.mp4 53.9 MB
Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/007. Lab – Use Case Deployment - Part-1.mp4 47.2 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/011. Lab - Continuous Deployment Using Cloud Build and GitHub.mp4 46.6 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/007. Lab - Deploy Python Application to Cloud Run.mp4 46.1 MB
Chapter 5 Google App Engine - For Serverless Applications/008. Lab - Implement Caching Mechanism in Python Application - Part 1.mp4 45.8 MB
Chapter 9 Vertex AI - Machine Learning Framework/004. Lab - Custom Model Training Using SDK and Model Registries.mp4 43.5 MB
Chapter 9 Vertex AI - Machine Learning Framework/010. Lab - Code Walkthrough Using Kubeflow and Python.mp4 42.3 MB
Chapter 3 Get Started with Google Cloud/003. Get Comfortable with Basics of gcloud CLI.mp4 40.1 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/010. Lab - Python Application Deployment Using Cloud Build.mp4 40.0 MB
Chapter 7 Data Science Models with Google App Engine/006. Lab - Data Validation Using App Engine.mp4 39.9 MB
Chapter 3 Get Started with Google Cloud/004. gsutil and Bash Command Basics.mp4 39.0 MB
Chapter 5 Google App Engine - For Serverless Applications/012. Lab - Scalability and Instance Types in App Engine.mp4 38.7 MB
Chapter 9 Vertex AI - Machine Learning Framework/013. Lab - Add Model Evaluation Step in Kubeflow before Deployment.mp4 37.7 MB
Chapter 8 Dataproc Serverless PySpark/004. Lab - Develop and Submit PySpark Job.mp4 37.0 MB

[磁力链接] 添加时间:2024-02-11 大小:1.8 GB 最近下载:2025-06-12 热度:1512

[UdemyCourseDownloader] R Programming A-Z™ R For Data Science With Real Exercises!

7. Homework Solutions/2. Homework Solution Section 3 Financial Statement Analysis.mp4 129.5 MB
7. Homework Solutions/4. Homework Solution Section 5 World Trends.mp4 86.4 MB
7. Homework Solutions/3. Homework Solution Section 4 Basketball Free Throws.mp4 83.9 MB
4. Matrices/4. Building Your First Matrix.mp4 80.5 MB
3. Fundamentals Of R/7. Functions in R.mp4 77.0 MB
4. Matrices/8. Visualizing With Matplot().mp4 73.0 MB
7. Homework Solutions/5. Homework Solution Section 6 Movie Domestic % Gross (Part 1).mp4 68.3 MB
4. Matrices/12. Basketball Insights.mp4 68.2 MB
6. Advanced Visualization With GGPlot2/14. Perfecting By Adding Themes.mp4 62.6 MB
5. Data Frames/4. Exploring your dataset.mp4 61.3 MB
1. Hit The Ground Running/2. Updates on Udemy Reviews.mp4 59.8 MB
7. Homework Solutions/6. Homework Solution Section 6 Movie Domestic % Gross (Part 2).mp4 59.5 MB
5. Data Frames/10. Building Dataframes.mp4 58.6 MB
6. Advanced Visualization With GGPlot2/13. Coordinates.mp4 57.0 MB
5. Data Frames/6. Basic operations with a Data Frame.mp4 56.4 MB
6. Advanced Visualization With GGPlot2/11. Statistical Transformations.mp4 56.1 MB
4. Matrices/9. Subsetting.mp4 55.2 MB
4. Matrices/2. Project Brief Basketball Trends.mp4 54.4 MB
1. Hit The Ground Running/4. Exercise - Get Excited!.mp4 53.1 MB
5. Data Frames/7. Filtering a Data Frame.mp4 52.4 MB

[磁力链接] 添加时间:2024-02-12 大小:2.9 GB 最近下载:2025-02-20 热度:31

Favero L. Data Science, Analytics and Machine Learning with R 2023

Favero L. Data Science, Analytics and Machine Learning with R 2023.pdf 186.2 MB

[磁力链接] 添加时间:2024-02-12 大小:186.2 MB 最近下载:2025-06-15 热度:1412

[ DevCourseWeb.com ] Udemy - Data Science And Machine Learning Basic To Advanced

~Get Your Files Here !/8 - Projects/36 - Insurance Cost Prediction.mp4 83.7 MB
~Get Your Files Here !/8 - Projects/35 - Diabetes Prediction.mp4 79.1 MB
~Get Your Files Here !/6 - Machine Learning/28 - KNN.mp4 78.9 MB
~Get Your Files Here !/6 - Machine Learning/27 - Logistic Regression.mp4 75.0 MB
~Get Your Files Here !/6 - Machine Learning/30 - Decision Tree.mp4 74.3 MB
~Get Your Files Here !/6 - Machine Learning/33 - GridSearch CV.mp4 73.9 MB
~Get Your Files Here !/5 - Data Preparation/19 - Feature Encoding.mp4 67.6 MB
~Get Your Files Here !/6 - Machine Learning/32 - K Means Clustering.mp4 66.1 MB
~Get Your Files Here !/5 - Data Preparation/18 - Handling Missing Values.mp4 65.0 MB
~Get Your Files Here !/6 - Machine Learning/29 - SVM.mp4 63.9 MB
~Get Your Files Here !/4 - Data Visualization/17 - Seaborn.mp4 63.3 MB
~Get Your Files Here !/7 - Machine Learning Pipeline/34 - Machine Learning Pipeline.mp4 57.0 MB
~Get Your Files Here !/5 - Data Preparation/20 - Feature Scaling.mp4 56.7 MB
~Get Your Files Here !/6 - Machine Learning/25 - Regression Analysis.mp4 56.1 MB
~Get Your Files Here !/6 - Machine Learning/26 - Linear Regression.mp4 52.0 MB
~Get Your Files Here !/2 - Numpy/4 - Creating Arrays in Numpy.mp4 51.9 MB
~Get Your Files Here !/2 - Numpy/5 - Array Shape and Reshape.mp4 49.4 MB
~Get Your Files Here !/6 - Machine Learning/31 - Random Forest.mp4 48.6 MB
~Get Your Files Here !/3 - Pandas/14 - Pandas Analyzing DataFrames.mp4 48.3 MB
~Get Your Files Here !/4 - Data Visualization/16 - Different types of plots in Matplotlib.mp4 45.8 MB

[磁力链接] 添加时间:2024-02-13 大小:1.7 GB 最近下载:2025-06-10 热度:394

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

5 - Data Science Environment Setup/42 - Windows Environment Setup 2.mp4 437.8 MB
9 - Scikitlearn Creating Machine Learning Models/139 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 430.9 MB
16 - Career Advice Extra Bits/272 - CWD Git Github.mp4 381.0 MB
9 - Scikitlearn Creating Machine Learning Models/116 - NEW Choosing The Right Model For Your Data.mp4 371.4 MB
9 - Scikitlearn Creating Machine Learning Models/106 - Typical scikitlearn Workflow.mp4 353.0 MB
9 - Scikitlearn Creating Machine Learning Models/107 - Optional Debugging Warnings In Jupyter.mp4 337.9 MB
16 - Career Advice Extra Bits/266 - What If I Dont Have Enough Experience.mp4 328.0 MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters.mp4 325.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Training Your Deep Neural Network.mp4 312.0 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Feature Engineering.mp4 305.2 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Make And Transform Predictions.mp4 292.6 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Turning Data Into Batches 2.mp4 279.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Turning Data Into Numbers.mp4 279.3 MB
5 - Data Science Environment Setup/39 - Mac Environment Setup.mp4 274.6 MB
9 - Scikitlearn Creating Machine Learning Models/149 - Putting It All Together.mp4 274.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/196 - Preproccessing Our Data.mp4 271.9 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/198 - Feature Importance.mp4 266.9 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Visualizing And Evaluate Model Predictions 2.mp4 266.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Exploring Our Data.mp4 264.3 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/251 - Training Model On Full Dataset.mp4 264.0 MB

[磁力链接] 添加时间:2024-02-13 大小:32.5 GB 最近下载:2025-06-16 热度:7348

Complete Machine Learning and Data Science Zero to Mastery

5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 238.7 MB
9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4 199.4 MB
9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4 184.7 MB
16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
9. Scikit-learn Creating Machine Learning Models/39. Tuning Hyperparameters.mp4 184.1 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 174.7 MB
16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4 168.8 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/7. Feature Engineering.mp4 166.9 MB
9. Scikit-learn Creating Machine Learning Models/45. Putting It All Together.mp4 166.1 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 162.5 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 156.7 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Turning Data Into Numbers.mp4 153.3 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
9. Scikit-learn Creating Machine Learning Models/15. Choosing The Right Model For Your Data.mp4 150.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/20. Feature Importance.mp4 149.2 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4 147.7 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 146.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/18. Preproccessing Our Data.mp4 146.1 MB
11. Milestone Project 1 Supervised Learning (Classification)/9. Finding Patterns 3.mp4 144.6 MB

[磁力链接] 添加时间:2024-02-13 大小:21.1 GB 最近下载:2025-02-25 热度:396

[ DevCourseWeb.com ] Udemy - A Foundation For Machine Learning and Data Science

~Get Your Files Here !/6. Python Overview/2. [Hands on 1] Python Data Types & Structures, NumPy Data Structures.mp4 573.4 MB
~Get Your Files Here !/6. Python Overview/14. [Hands on 7] Combining Datasets.mp4 287.0 MB
~Get Your Files Here !/6. Python Overview/16. [Hands on 8] Aggregation and Grouping.mp4 213.9 MB
~Get Your Files Here !/6. Python Overview/18. [Hands on 9] Strings, List-Set-Dictionary Comp., Functions, Unpacking Seqence.mp4 201.9 MB
~Get Your Files Here !/6. Python Overview/12. [Hands on 6] Hierarchical Indexing Multi-Indexing.mp4 196.7 MB
~Get Your Files Here !/6. Python Overview/4. [Hands on 2] Pandas Data Structures.mp4 190.4 MB
~Get Your Files Here !/8. Statistics – An Overview/1. Statistics – An Overview.mp4 166.9 MB
~Get Your Files Here !/6. Python Overview/1. Python Data Types & Structures, NumPy Data Structures.mp4 126.9 MB
~Get Your Files Here !/7. Linear Algebra – An Overview/1. Linear Algebra – An Overview.mp4 97.8 MB
~Get Your Files Here !/9. Probability – An Overview/1. Probability – An Overview.mp4 95.6 MB
~Get Your Files Here !/3. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 88.4 MB
~Get Your Files Here !/6. Python Overview/17. Strings, List-Set-Dictionary Comprehensions, Functions, Unpacking Sequence.mp4 87.6 MB
~Get Your Files Here !/6. Python Overview/6. [Hands on 3] Pandas Data Indexing and Selection.mp4 78.7 MB
~Get Your Files Here !/6. Python Overview/8. [Hands on 4] Pandas Operating on Data.mp4 73.0 MB
~Get Your Files Here !/10. OOPs – An Overview/1. OOPs – An Overview.mp4 64.8 MB
~Get Your Files Here !/6. Python Overview/10. [Hands on 5] Handling missing data.mp4 56.9 MB
~Get Your Files Here !/5. JupyterLab – An Overview/2. [Hands on] JupyterLab Overview (Notebook Commands, Markdown Codes).mp4 55.7 MB
~Get Your Files Here !/11. Important Libraries – An Overview/1. Important Libraries – An Overview.mp4 45.9 MB
~Get Your Files Here !/6. Python Overview/15. Aggregation and Grouping.mp4 44.8 MB
~Get Your Files Here !/6. Python Overview/5. Pandas Data Indexing and Selection.mp4 33.4 MB

[磁力链接] 添加时间:2024-02-14 大小:3.0 GB 最近下载:2025-06-15 热度:4351

[ 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:2025-06-15 热度:1523

[FreeCourseSite.com] Udemy - Complete Python for Data Science & Machine Learning from A-Z

53. Competition Section on Kaggle/2. Competitions on Kaggle Lesson 2.mp4 201.1 MB
53. Competition Section on Kaggle/1. Competitions on Kaggle Lesson 1.mp4 197.3 MB
55. Code Section on Kaggle/3. Examining the Code Section in Kaggle Lesson 3.mp4 167.7 MB
54. Dataset Section on Kaggle/1. Datasets on Kaggle.mp4 139.6 MB
1. Installations/1. Installing Anaconda Distribution for Windows.mp4 136.7 MB
52. First Contact with Kaggle/1. What is Kaggle.mp4 136.0 MB
1. Installations/3. Installing Anaconda Distribution for Linux.mp4 133.4 MB
59. Introduction to Machine Learning with Real Hearth Attack Prediction Project/6. Recognizing Variables In Dataset.mp4 133.0 MB
52. First Contact with Kaggle/5. Getting to Know the Kaggle Homepage.mp4 128.9 MB
59. Introduction to Machine Learning with Real Hearth Attack Prediction Project/1. First Step to the Hearth Attack Prediction Project.mp4 122.9 MB
32. Matplotlib/8. Basic Plots in Matplotlib I.mp4 116.6 MB
57. Other Most Used Options on Kaggle/2. Ranking Among Users on Kaggle.mp4 112.3 MB
38. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 112.1 MB
55. Code Section on Kaggle/2. Examining the Code Section in Kaggle Lesson 2.mp4 111.0 MB
59. Introduction to Machine Learning with Real Hearth Attack Prediction Project/3. Notebook Design to be Used in the Project.mp4 110.1 MB
36. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 105.2 MB
33. Seaborn/5. Basic Plots in Seaborn.mp4 103.6 MB
36. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 96.7 MB
61. Preparation For Exploratory Data Analysis (EDA) in Data Science/4. Examining Statistics of Variables.mp4 95.8 MB
29. Functions That Can Be Applied on a DataFrame/3. Aggregation Functions in Pandas DataFrames.mp4 95.1 MB

[磁力链接] 添加时间:2024-02-16 大小:13.1 GB 最近下载:2025-06-14 热度:3232

[CourserHub.com] Coursera - Statistical Modeling for Data Science Applications Specialization

modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/02_explanation/01_defining-causality.mp4 79.6 MB
modern-regression-analysis-in-r/01_introduction-to-statistical-models/02_introduction-to-statistical-modeling/03_frameworks-and-goals-of-statistical-modeling.mp4 63.3 MB
anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/01_the-conceptual-framework-of-experimental-design/01_the-conceptual-framework-of-experimental-design.mp4 59.7 MB
modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/02_variability-and-identifiability-in-regression-models/04_regression-modeling-in-r-a-second-pass.mp4 58.2 MB
modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/01_prediction/04_making-predictions-using-real-data-in-r.mp4 52.8 MB
modern-regression-analysis-in-r/03_inference-in-linear-regression/01_statistical-inference-introduction-and-t-tests/04_t-tests-in-r.mp4 52.6 MB
modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/01_least-squares/01_introduction-to-least-squares.mp4 47.8 MB
modern-regression-analysis-in-r/03_inference-in-linear-regression/01_statistical-inference-introduction-and-t-tests/02_the-sampling-distribution-of-the-least-squares-estimator.mp4 46.0 MB
generalized-linear-models-and-nonparametric-regression/02_models-for-count-data/01_poisson-regression-basics/04_poisson-regression-on-real-data-in-r.mp4 44.7 MB
modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/01_least-squares/04_regression-modeling-in-r-a-first-pass.mp4 43.9 MB
modern-regression-analysis-in-r/03_inference-in-linear-regression/02_statistical-inference-the-f-tests-and-confidence-intervals/02_the-f-test.mp4 43.5 MB
modern-regression-analysis-in-r/01_introduction-to-statistical-models/03_the-linear-regression-model/04_the-appropriateness-of-linear-regression.mp4 41.8 MB
modern-regression-analysis-in-r/02_linear-regression-parameter-estimation/02_variability-and-identifiability-in-regression-models/02_the-coefficient-of-determination.mp4 41.4 MB
anova-and-experimental-design/02_hypothesis-testing-in-the-anova-context/04_type-ii-error-and-power-in-the-anova-context/01_type-ii-error-and-power-in-the-anova-context.mp4 40.6 MB
anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/02_the-completely-randomized-design/01_the-completely-randomized-design.mp4 40.5 MB
anova-and-experimental-design/03_two-way-anova-and-interactions/04_interaction-terms-in-the-two-way-anova-model-definitions-and-visualizations/01_interaction-terms-in-the-two-way-anova-model-definitions-and-visualizations.mp4 40.2 MB
anova-and-experimental-design/01_introduction-to-anova-and-experimental-design/02_introduction-to-anova-and-experimental-design/03_introduction-to-experimental-design.mp4 39.2 MB
modern-regression-analysis-in-r/04_prediction-and-explanation-in-linear-regression-analysis/01_prediction/01_differentiating-prediction-and-explanation.mp4 38.6 MB
anova-and-experimental-design/02_hypothesis-testing-in-the-anova-context/01_beyond-the-full-f-test/01_beyond-the-full-f-test.mp4 37.6 MB
anova-and-experimental-design/04_experimental-design-basic-concepts-and-designs/05_further-issues-in-experimental-design/03_ethical-issues-in-experimental-design.mp4 37.6 MB

[磁力链接] 添加时间:2024-02-17 大小:2.8 GB 最近下载:2025-06-15 热度:2800

[ DevCourseWeb.com ] Udemy - Data Science Innovations - Advanced Methods, Interactive Labs

~Get Your Files Here !/1. Introduction to Advanced Data Science/7. Install the Jupyter-notebook in the linux from Basics.mp4 113.6 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/9. Jupyter-notebook introduction___ how to use it, how to run it from basics.mp4 56.5 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/10. What is Variable in the python from Basics.mp4 52.2 MB
~Get Your Files Here !/1. Introduction to Advanced Data Science/8. install jupyter with python in linux with the help of pip command.mp4 48.9 MB
~Get Your Files Here !/9. Recommendation Systems/2. Advanced Collaborative Filtering Techniques for Recommendation Systems.html 20.9 kB
~Get Your Files Here !/2. Mastering Data Analysis Techniques/5. Advanced Pattern Recognition Techniques for Data Analysis and Anomaly Detection.html 19.1 kB
~Get Your Files Here !/24. Meta-Learning and AutoML/5. Exploring Meta-Learning and AutoML Challenges, Opportunities, and Future Implic.html 18.4 kB
~Get Your Files Here !/19. Anomaly Detection/3. Optimizing Anomaly Detection Models Fine-Tuning for Precision.html 16.5 kB
~Get Your Files Here !/9. Recommendation Systems/1. Mastering Recommendation Systems Personalized Content Delivery.html 16.2 kB
~Get Your Files Here !/8. Natural Language Processing (NLP)/1. Advanced Natural Language Processing Foundations and Concepts for Data Science.html 16.2 kB
~Get Your Files Here !/21. Reinforcement Learning/2. Reinforcement Learning Markov Decision Processes for Sequential Decision-Making.html 15.3 kB
~Get Your Files Here !/5. Model Evaluation and Optimization/4. Understanding the Bias-Variance Tradeoff in Data Science Achieving Optimal Mode.html 15.1 kB
~Get Your Files Here !/23. Explainable AI (XAI)/2. Interpretable Models in Machine Learning A Comprehensive Overview.html 14.9 kB
~Get Your Files Here !/22. Big Data Analytics with Spark/3. Simplifying Big Data Querying and Analysis with Spark SQL and DataFrames.html 14.6 kB
~Get Your Files Here !/24. Meta-Learning and AutoML/1. Meta-Learning Fundamentals Building Adaptive Models for Efficient Learning.html 14.5 kB
~Get Your Files Here !/18. Time Series Analysis and Forecasting/1. Mastering Time Series Analysis Foundations, Fundamentals, and Predictive Modeli.html 14.5 kB
~Get Your Files Here !/19. Anomaly Detection/2. Advanced Fraud Detection with Anomaly Detection Techniques Strategies and Best.html 14.5 kB
~Get Your Files Here !/17. Advanced Feature Engineering/1. Mastering Feature Engineering Unlocking the Power of Data Insights.html 14.3 kB
~Get Your Files Here !/5. Model Evaluation and Optimization/5. Advanced Model Optimization Fine-tuning Machine Learning Models for Optimal Per.html 14.2 kB
~Get Your Files Here !/4. Essential Machine Learning Algorithms/4. Ensemble Learning Boosting and Bagging for Improved Predictions.html 14.1 kB

[磁力链接] 添加时间:2024-02-18 大小:272.3 MB 最近下载:2025-06-15 热度:1820

[Udemy] Python A-Z™ Python For Data Science With Real Exercises! (2021) [En]

6. Advanced Visualization/10. BONUS Building Dashboards in Python.mp4 111.1 MB
6. Advanced Visualization/11. BONUS Styling Tips.mp4 95.1 MB
5. Data Frames/6. Filtering a Data Frame.mp4 92.4 MB
5. Data Frames/4. Subsetting dataframes in Pandas.mp4 75.7 MB
4. Matrices/3. Building Your First Matrix.mp4 74.6 MB
4. Matrices/4. Dictionaries in Python.mp4 73.5 MB
6. Advanced Visualization/12. BONUS Finishing Touches.mp4 69.0 MB
6. Advanced Visualization/4. Stacked histograms in Python.mp4 60.3 MB
5. Data Frames/10. Keyword Arguments in Python (advanced tutorial).mp4 59.6 MB
4. Matrices/9. Advanced Function Design.mp4 59.5 MB
7. Homework Solutions/9. THANK YOU bonus video.mp4 54.8 MB
6. Advanced Visualization/8. Creating a Facet Grid.mp4 54.3 MB
7. Homework Solutions/4. Homework Solution Section 4 Basketball Free Throws.mp4 54.0 MB
6. Advanced Visualization/6. Working with Subplots().mp4 52.3 MB
4. Matrices/8. Creating Your First Function.mp4 50.9 MB
5. Data Frames/8. Introduction to Seaborn.mp4 49.1 MB
5. Data Frames/7. Using .at() and .iat() (advanced tutorial).mp4 46.0 MB
5. Data Frames/5. Basic operations with a Data Frame.mp4 44.5 MB
4. Matrices/10. Basketball Insights.mp4 43.5 MB
5. Data Frames/9. Visualizing With Seaborn Part 1.mp4 42.9 MB

[磁力链接] 添加时间:2024-02-21 大小:2.4 GB 最近下载:2025-06-09 热度:134

[GigaCourse.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 245.5 MB
09 - Scikit-learn Creating Machine Learning Models/040 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.7 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 233.6 MB
09 - Scikit-learn Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.5 MB
09 - Scikit-learn Creating Machine Learning Models/008 Optional Debugging Warnings In Jupyter.mp4 179.8 MB
16 - Career Advice + Extra Bits/009 CWD Git + Github.mp4 178.1 MB
09 - Scikit-learn Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.2 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.1 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.1 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 151.1 MB
09 - Scikit-learn Creating Machine Learning Models/050 Putting It All Together.mp4 150.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.2 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/019 Preproccessing Our Data.mp4 144.9 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/040 Training Model On Full Dataset.mp4 144.3 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 142.3 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.4 MB

[磁力链接] 添加时间:2024-02-25 大小:17.8 GB 最近下载:2025-06-15 热度:1237

GetFreeCourses.Co-Udemy-Machine Learning A-Z™ Python & R in Data Science [2023]

41 - Kernel PCA/372 - Kernel PCA in R.mp4 418.7 MB
29 - Apriori/271 - Apriori in R Step 3.mp4 282.1 MB
36 - Artificial Neural Networks/339 - ANN in R Step 1.mp4 238.7 MB
37 - Convolutional Neural Networks/345 - dataset.zip 232.0 MB
36 - Artificial Neural Networks/341 - ANN in R Step 3.mp4 212.6 MB
20 - Naive Bayes/197 - Bayes Theorem.mp4 204.7 MB
29 - Apriori/268 - Apriori in Python Step 4.mp4 201.8 MB
43 - Model Selection/375 - Grid Search in Python.mp4 196.8 MB
37 - Convolutional Neural Networks/359 - CNN in Python FINAL DEMO.mp4 195.1 MB
35 - Part 8 Deep Learning/324 - What is Deep Learning.mp4 186.8 MB
39 - Principal Component Analysis PCA/365 - PCA in R Step 1.mp4 184.3 MB
37 - Convolutional Neural Networks/355 - CNN in Python Step 2.mp4 182.9 MB
40 - Linear Discriminant Analysis LDA/370 - LDA in R.mp4 173.3 MB
32 - Upper Confidence Bound UCB/287 - Upper Confidence Bound in R Step 3.mp4 172.7 MB
29 - Apriori/270 - Apriori in R Step 2.mp4 169.8 MB
44 - XGBoost/378 - XGBoost in Python.mp4 149.5 MB
37 - Convolutional Neural Networks/358 - CNN in Python Step 5.mp4 147.0 MB
37 - Convolutional Neural Networks/349 - Step 2 Pooling.mp4 146.2 MB
34 - Part 7 Natural Language Processing/307 - Natural Language Processing in Python Step 5.mp4 143.5 MB
39 - Principal Component Analysis PCA/363 - PCA in Python Step 1.mp4 143.0 MB

[磁力链接] 添加时间:2024-02-25 大小:17.4 GB 最近下载:2025-06-15 热度:4988

Machine Learning & Data Science with Python & Kaggle A-Z

[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/20. Competition Section on Kaggle/2. Competitions on Kaggle Lesson 2.mp4 201.0 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/20. Competition Section on Kaggle/1. Competitions on Kaggle Lesson 1.mp4 197.3 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/22. Code Section on Kaggle/3. Examining the Code Section in Kaggle Lesson 3.mp4 167.6 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/21. Dataset Section on Kaggle/1. Datasets on Kaggle.mp4 139.7 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/19. First Contact with Kaggle/1. What is Kaggle.mp4 135.9 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/26. Introduction to Machine Learning with Real Hearth Attack Prediction Project/6. Recognizing Variables In Dataset.mp4 133.0 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/19. First Contact with Kaggle/5. Getting to Know the Kaggle Homepage.mp4 128.9 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/2. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4 124.1 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/26. Introduction to Machine Learning with Real Hearth Attack Prediction Project/1. First Step to the Project.mp4 122.8 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/2. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4 120.4 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/24. Other Most Used Options on Kaggle/2. Ranking Among Users on Kaggle.mp4 112.2 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/5. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 112.1 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/22. Code Section on Kaggle/2. Examining the Code Section in Kaggle Lesson 2.mp4 110.9 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/26. Introduction to Machine Learning with Real Hearth Attack Prediction Project/3. Notebook Design to be Used in the Project.mp4 110.1 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/3. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 105.2 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/3. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 96.7 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/30. Exploratory Data Analysis (EDA) - Bi-variate Analysis/8. Examining Statistics of Variables.mp4 95.8 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/30. Exploratory Data Analysis (EDA) - Bi-variate Analysis/16. Relationships between variables (Analysis with Heatmap) Lesson 2.mp4 95.1 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/5. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm With Python Part 4.mp4 94.4 MB
[TutsNode.net] - Machine Learning & Data Science with Python & Kaggle A-Z/29. Exploratory Data Analysis (EDA) - Uni-variate Analysis/4. Categoric Variables (Analysis with Pie Chart) Lesson 2.mp4 88.2 MB

[磁力链接] 添加时间:2024-02-28 大小:6.9 GB 最近下载:2025-06-15 热度:2977

Udemy Машинное обучение в Python Machine Learning Data Science

Раздел 7. Seaborn/61. Scatterplots - Графики рассеяния (диаграммы рассеяния) .mp4 338.3 MB
Раздел 5. Pandas/48. Решения для проверочных упражнений по Pandas .mp4 337.2 MB
Раздел 23. Иерархическая кластеризация данных/211. Иерархическая кластеризация - Пишем код, часть 2 - Scikit-Learn.mp4 336.7 MB
Раздел 1. Вводная часть курса/4. Установка Anaconda, Python, Jupyter Notebook .mp4 333.2 MB
Раздел 13. Логистическая регрессия/137. Решения для проверочного проекта по логистической регрессии.mp4 324.8 MB
Раздел 5. Pandas/43. Input_Output в Pandas - HTML-таблицы .mp4 311.5 MB
Раздел 16. Деревья решений (Decision Trees)/161. Код в Python для деревьев решений - Часть 2 - Модель.mp4 293.3 MB
Раздел 11. Конструирование признаков (Feature Engineering)/112. Работа с отсутствующими данными (missing data) - Часть 2 - Работа по строкам.mp4 261.3 MB
Раздел 8. Большой Проект по Визуализации Данных/77. Разбор решений проекта - Часть 3.mp4 259.7 MB
Раздел 13. Логистическая регрессия/135. Мульти-классовая классификация - Логистическая регрессия - Модель.mp4 249.0 MB
Раздел 6. Matplotlib/59. Решения для проверочных упражнений по Matplotlib .mp4 242.6 MB
Раздел 10. Линейная регрессия/93. Внедрение модели и интерпретация коэффициентов.mp4 237.3 MB
Раздел 7. Seaborn/73. Решения для проверочных упражнений по Seaborn .mp4 232.7 MB
Раздел 19. Проверочный проект по моделям обучения с учителем (Supervised Learning)/181. Разбор решений - Часть 1 - Исследование данных (Exploratory Data Analysis).mp4 232.6 MB
Раздел 8. Большой Проект по Визуализации Данных/76. Разбор решений проекта - Часть 2.mp4 230.0 MB
Раздел 17. Случайные леса (Random Forests)/168. Классификация данных с помощью RandomForestClassifier - Часть 2.mp4 228.3 MB
Раздел 8. Большой Проект по Визуализации Данных/74. Обзор Проекта по Визуализации Данных.mp4 228.1 MB
Раздел 11. Конструирование признаков (Feature Engineering)/110. Работа с выбросами (outliers).mp4 226.9 MB
Раздел 19. Проверочный проект по моделям обучения с учителем (Supervised Learning)/182. Разбор решений - Часть 2 - Анализ оттока (churn analysis).mp4 224.6 MB
Раздел 7. Seaborn/67. Categorical Plots - Распределения по категориям - Код в Python .mp4 219.5 MB

[磁力链接] 添加时间:2024-02-29 大小:24.8 GB 最近下载:2025-06-15 热度:486

[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:2025-06-16 热度:1478

[CourseClub.Me] TeamTreeHouse - Track Beginning Data Science

12. Introduction to NumPy/03. Array Programming/01. New Way of Thinking.webm 57.9 MB
12. Introduction to NumPy/02. Array Organization/01. Indexing.webm 51.4 MB
12. Introduction to NumPy/01. Meet NumPy/01. Welcome.webm 48.5 MB
12. Introduction to NumPy/02. Array Organization/02. Boolean Array Indexing.webm 47.6 MB
12. Introduction to NumPy/02. Array Organization/04. Manipulation.webm 45.6 MB
12. Introduction to NumPy/03. Array Programming/02. Universal Functions.webm 45.0 MB
19. Introduction to Big Data/01. What is Big Data/04. Exploring Our New Problems.webm 43.3 MB
13. Introduction to pandas/0. Meet pandas/0.Welcome.webm 41.7 MB
12. Introduction to NumPy/03. Array Programming/04. Plotting.webm 40.6 MB
12. Introduction to NumPy/03. Array Programming/03. Routines in Action.webm 40.3 MB
12. Introduction to NumPy/01. Meet NumPy/03. Introducing Arrays.webm 40.3 MB
17. Scraping Data From the Web/02. A World Full of Spiders/04. The Endless Web.webm 40.2 MB
01. Data Analysis Basics/01. Introducing Data Analysis/04. Getting Good Data is Hard.webm 39.4 MB
02. Python Basics/01. Meet Python/01. Welcome.webm 37.6 MB
14. Preparing Data for Analysis/02. Data Cleaning/01. Cleaning A Spreadsheet.webm 37.1 MB
12. Introduction to NumPy/01. Meet NumPy/05. Multidimensional Arrays.webm 37.0 MB
19. Introduction to Big Data/02. Where and How is Big Data Used/03. Domain Data Storage.webm 36.3 MB
18. Data from APIs/01. Accessing an API with Python.webm 33.9 MB
03. Introducing Lists/01. Meet Lists/04. Indexing.webm 33.1 MB
08. Object-Oriented Python/01. Instant Objects/05. Design.webm 33.1 MB

[磁力链接] 添加时间:2024-03-07 大小:3.8 GB 最近下载:2025-06-14 热度:710