data science -移花宫 -武林禁地，闲人禁止入内

[ DevCourseWeb.com ] Udemy - Data Science Case Study - Real-World Machine Learning Project

~Get Your Files Here !/1 - Introduction/1 - Californian House Price Prediction.mp4 625.0 MB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/2 - What is Machine Learning.html 2.7 kB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/4 - Linear Regression in Python.html 2.5 kB
~Get Your Files Here !/2 - Extra Learning Material for Machine Learning/3 - Short Linear Regression Explanation.html 2.3 kB
~Get Your Files Here !/3 - Bonus Section/5 - Bonus Lecture.html 2.0 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2024-05-24 大小:625.0 MB 最近下载:2025-06-15 热度:3410

Data Science Skillpath SQL Looker Studio ML and Alteryx

Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4 117.0 MB
Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4 115.1 MB
Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4 93.8 MB
Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4 82.4 MB
Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4 74.5 MB
Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4 68.3 MB
Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4 66.9 MB
Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4 65.8 MB
Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4 64.6 MB
Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4 64.5 MB
Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4 62.2 MB
Chapter_19-Window_Functions/94. SUM TOTAL.mp4 61.5 MB
Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4 61.4 MB
Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4 60.6 MB
Chapter_48-Linear_Regression/196. Subset selection techniques.mp4 59.2 MB
Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4 58.7 MB
Chapter_9-Group_by_Commands/41. GROUP BY.mp4 58.5 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4 58.4 MB
Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4 56.8 MB
Chapter_47-Data_Preprocessing/170. EDD in Python.mp4 56.8 MB

[磁力链接] 添加时间:2024-05-25 大小:8.3 GB 最近下载:2025-04-26 热度:488

LinkedIn Learning - R Programming in Data Science Setup and Start [CoursesGhar]

[4] 3. Set Up Microsoft R Open/[5] An optimal task for Microsoft R Open.mp4 21.1 MB
[7] 6. Most Common R Packages/[2] rgl.mp4 17.3 MB
[7] 6. Most Common R Packages/[3] data.table.mp4 15.9 MB
[7] 6. Most Common R Packages/[1] sqldf.mp4 13.8 MB
[4] 3. Set Up Microsoft R Open/[1] Why is Microsoft R Open unique.mp4 13.5 MB
[2] 1. Set Up Base R/[4] Development environments for base R.mp4 12.9 MB
[5] 4. Set Up Bioconductor R/[4] A comparison task using Bioconductor R.mp4 11.8 MB
[3] 2. Set Up tidyverse R/[3] A comparison task using the tidyverse.mp4 11.2 MB
[3] 2. Set Up tidyverse R/[4] An optimal task for the tidyverse.mp4 11.0 MB
[5] 4. Set Up Bioconductor R/[5] An optimal task for Bioconductor R.mp4 10.9 MB
[4] 3. Set Up Microsoft R Open/[3] Development environments for Microsoft R Open.mp4 10.8 MB
[1] Introduction/[2] Why learn R.mp4 10.7 MB
[3] 2. Set Up tidyverse R/[1] Why is the tidyverse unique.mp4 10.4 MB
[2] 1. Set Up Base R/[5] A comparison task in base R.mp4 10.3 MB
[6] 5. First Look at R Programming/[1] Use R interactively.mp4 10.3 MB
[2] 1. Set Up Base R/[6] An optimal task for base R.mp4 10.1 MB
[7] 6. Most Common R Packages/[4] cluster.mp4 10.0 MB
[6] 5. First Look at R Programming/[2] Use R with command-line arguments.mp4 8.7 MB
[1] Introduction/[1] Welcome.mp4 7.3 MB
[4] 3. Set Up Microsoft R Open/[4] A comparison task using Microsoft R Open.mp4 7.0 MB

[磁力链接] 添加时间:2024-05-27 大小:287.6 MB 最近下载:2025-03-22 热度:220

[freecourse.pro]-Machine Learning, Data Science and Generative AI with Python.zip

[freecourse.pro]-Machine Learning, Data Science and Generative AI with Python.zip 7.7 GB

[磁力链接] 添加时间:2024-05-31 大小:7.7 GB 最近下载:2024-12-30 热度:810

Data Science Skillpath SQL, Looker Studio, ML and Alteryx

Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4 117.0 MB
Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4 115.2 MB
Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4.mp4 93.8 MB
Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4 82.4 MB
Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4 74.5 MB
Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4 68.3 MB
Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4 66.9 MB
Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4 65.8 MB
Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4 64.6 MB
Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4 64.5 MB
Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4 62.2 MB
Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4 61.5 MB
Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4 61.4 MB
Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4 60.8 MB
Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4 60.6 MB
Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4 60.6 MB
Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4 59.3 MB
Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4 58.7 MB
Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4 58.5 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4 58.4 MB

[磁力链接] 添加时间:2024-06-05 大小:8.6 GB 最近下载:2025-06-15 热度:2914

Pruralsight - Data Science ; The Big Picture [Matthew Renze] [En.Sub.]

3. Data Analytics/5. Examples.mp4 31.4 MB
exercise.iso 30.6 MB
5. Big Data/3. Big Data.mp4 30.2 MB
5. Big Data/4. Just Data Again.mp4 21.6 MB
6. Machine Learning/5. Examples.mp4 20.4 MB
4. Internet of Things/3. The Internet of Things.mp4 20.0 MB
2. Introduction/1. Introduction.mp4 16.1 MB
3. Data Analytics/4. Data-driven Decision Making.mp4 15.4 MB
5. Big Data/5. Examples.mp4 14.5 MB
6. Machine Learning/4. Deep Learning.mp4 12.7 MB
7. Closing the Loop/2. Closing the Loop.mp4 12.7 MB
4. Internet of Things/5. Examples.mp4 12.7 MB
2. Introduction/3. Data Science.mp4 12.5 MB
7. Closing the Loop/3. Economic Impact.mp4 11.1 MB
3. Data Analytics/3. Data Analytics.mp4 9.5 MB
4. Internet of Things/4. The Internet of Everything.mp4 8.1 MB
3. Data Analytics/2. Data Analysis.mp4 7.9 MB
6. Machine Learning/3. Machine Learning.mp4 7.9 MB
7. Closing the Loop/4. Where to Go Next.mp4 7.5 MB
5. Big Data/2. Data.mp4 7.0 MB

[磁力链接] 添加时间:2024-06-07 大小:339.8 MB 最近下载:2025-06-14 热度:626

Skillshare - Data Science ,Linear Regression with Python ; Write 1st Machine Learning Code in 30 min [Piyush Sharma]

05 - data-visualisations.mp4 37.6 MB
06 - model-building.mp4 37.0 MB
08 - model-fitness-and-validation-1.mp4 25.4 MB
09 - model-fitness-and-validation-2.mp4 21.3 MB
02 - understanding-machine-learning.mp4 21.0 MB
04 - csv-file-upload-and-data-analysis.mp4 20.6 MB
07 - assumptions-of-linear-regression.mp4 19.0 MB
03 - introduction-to-linear-regression.mp4 18.5 MB
01 - welcome-to-the-course.mp4 7.4 MB
cover.jpg 552.5 kB
simple_linear_regression.ipynb.txt 107.8 kB
smartphone_ads.csv 4.5 kB

[磁力链接] 添加时间:2024-06-09 大小:208.5 MB 最近下载:2025-06-15 热度:2084

Udemy] Bogdan Stashchuk ― Python - Полный Курс по Python, Django, Data Science и ML (2024).7z

Udemy] Bogdan Stashchuk ― Python - Полный Курс по Python, Django, Data Science и ML (2024).7z 25.0 GB

[磁力链接] 添加时间:2024-06-13 大小:25.0 GB 最近下载:2025-06-16 热度:3658

[ FreeCourseWeb.com ] Udemy - Data science for the novice.zip

[ FreeCourseWeb.com ] Udemy - Data science for the novice.zip 569.7 MB

[磁力链接] 添加时间:2024-06-15 大小:569.7 MB 最近下载:2025-06-10 热度:726

[CourseClub.Me] Coursera - Introduction to Data Science in Python

04_week-4/01_statistical-analysis-in-python-and-project/04_hypothesis-testing-in-python.mp4 31.6 MB
04_week-4/01_statistical-analysis-in-python-and-project/03_more-distributions.mp4 22.9 MB
01_week-1/01_python-fundamentals/06_python-functions.mp4 21.5 MB
02_week-2/01_basic-data-processing-with-pandas/04_the-dataframe-data-structure.mp4 21.4 MB
02_week-2/01_basic-data-processing-with-pandas/03_querying-a-series.mp4 21.0 MB
03_week-3/01_advanced-python-pandas/04_scales.mp4 20.5 MB
01_week-1/01_python-fundamentals/03_data-science.mp4 20.3 MB
03_week-3/01_advanced-python-pandas/03_group-by.mp4 20.0 MB
03_week-3/01_advanced-python-pandas/02_pandas-idioms.mp4 17.9 MB
01_week-1/01_python-fundamentals/07_python-types-and-sequences.mp4 17.5 MB
03_week-3/01_advanced-python-pandas/01_merging-dataframes.mp4 17.1 MB
02_week-2/01_basic-data-processing-with-pandas/06_querying-a-dataframe.mp4 15.4 MB
02_week-2/01_basic-data-processing-with-pandas/08_missing-values.mp4 15.3 MB
01_week-1/01_python-fundamentals/11_advanced-python-objects-map.mp4 13.8 MB
02_week-2/01_basic-data-processing-with-pandas/05_dataframe-indexing-and-loading.mp4 13.7 MB
02_week-2/01_basic-data-processing-with-pandas/07_indexing-dataframes.mp4 12.9 MB
02_week-2/01_basic-data-processing-with-pandas/02_the-series-data-structure.mp4 10.9 MB
01_week-1/01_python-fundamentals/01_introduction-to-specialization.mp4 10.9 MB
04_week-4/01_statistical-analysis-in-python-and-project/02_distributions.mp4 10.2 MB
01_week-1/01_python-fundamentals/13_advanced-python-demonstration-the-numerical-python-library-numpy.mp4 10.0 MB

[磁力链接] 添加时间:2024-06-16 大小:413.8 MB 最近下载:2025-06-06 热度:320

[ DevCourseWeb.com ] Udemy - Learn Data Science and Analytics with AWS Quicksight

~Get Your Files Here !/3. Data Preparation/4. Creating Filters and Excluded list.mp4 51.4 MB
~Get Your Files Here !/5. Advanced Chart/1. Sankey chart.mp4 47.8 MB
~Get Your Files Here !/5. Advanced Chart/3. Word Cloud.mp4 41.0 MB
~Get Your Files Here !/4. Data Visualization/1. Map Chart and Conditional Formatting.mp4 40.3 MB
~Get Your Files Here !/4. Data Visualization/2. Pivot table.mp4 38.0 MB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation- Editing Dataset before creating Charts.mp4 36.9 MB
~Get Your Files Here !/2. Getting Started with Quicksight/1. Getting Started with Quicksight.mp4 35.3 MB
~Get Your Files Here !/3. Data Preparation/2. Create a Calculated Field using Functions- ceil and concat.mp4 31.2 MB
~Get Your Files Here !/2. Getting Started with Quicksight/3. Creating Treemap and Customizing charts.mp4 29.9 MB
~Get Your Files Here !/5. Advanced Chart/4. Funnel chart.mp4 29.8 MB
~Get Your Files Here !/4. Data Visualization/4. Adding Title description and creating Visuals for KPIs.mp4 22.9 MB
~Get Your Files Here !/3. Data Preparation/3. More calculated fields.mp4 22.8 MB
~Get Your Files Here !/2. Getting Started with Quicksight/2. Importing dataset and understanding group and values.mp4 19.1 MB
~Get Your Files Here !/4. Data Visualization/3. more on Conditional formatting.mp4 18.7 MB
~Get Your Files Here !/5. Advanced Chart/2. Export BI report as pdf.mp4 14.8 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 12.8 MB
~Get Your Files Here !/3. Data Preparation/4. Creating Filters and Excluded list.srt 8.6 kB
~Get Your Files Here !/4. Data Visualization/1. Map Chart and Conditional Formatting.srt 8.6 kB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation- Editing Dataset before creating Charts.srt 8.6 kB
~Get Your Files Here !/2. Getting Started with Quicksight/1. Getting Started with Quicksight.srt 8.1 kB

[磁力链接] 添加时间:2024-06-19 大小:492.9 MB 最近下载:2025-06-12 热度:390

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

~Get Your Files Here !/5 - Build a ML Model with ChatGPT/9 - Access data from an online source and build a model.mp4 95.1 MB
~Get Your Files Here !/5 - Build a ML Model with ChatGPT/7 - Build a ML Model Using ChatGPT.mp4 82.4 MB
~Get Your Files Here !/6 - Build a ML Model with Google Bard/10 - Build a ML Model with Google Bard.mp4 55.4 MB
~Get Your Files Here !/7 - Prompt Engineering/13 - Prompt engineering in action.mp4 53.4 MB
~Get Your Files Here !/4 - Create a computer program and debug it/6 - Create a computer program and debug it.mp4 51.8 MB
~Get Your Files Here !/5 - Build a ML Model with ChatGPT/8 - Build a Wordcloud using Streamlit with help from ChatGPT.mp4 45.0 MB
~Get Your Files Here !/3 - Technology Behind ChatGPT/5 - Understanding Transformers and Neural Networks.mp4 35.4 MB
~Get Your Files Here !/3 - Technology Behind ChatGPT/4 - Understanding Large Language Models LLMs and Generative AI.mp4 28.2 MB
~Get Your Files Here !/6 - Build a ML Model with Google Bard/11 - Useful Features in Google Bard.mp4 18.5 MB
~Get Your Files Here !/2 - Getting Started with ChatGPT/2 - Introduction to OpenAI.mp4 18.1 MB
~Get Your Files Here !/7 - Prompt Engineering/12 - What is prompt engineering.mp4 14.9 MB
~Get Your Files Here !/8 - Addressing Data Privacy Issues/14 - Addressing Data Privacy Issues.mp4 11.9 MB
~Get Your Files Here !/2 - Getting Started with ChatGPT/3 - OpenAI Account Setup.mp4 9.5 MB
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 8.9 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2024-06-21 大小:528.3 MB 最近下载:2025-06-10 热度:738

Intro to Data Science Using Python- Your Best Starting Point

Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.mp4 27.2 MB
Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/1. Installing Anaconda.mp4 24.7 MB
Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.mp4 23.4 MB
Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/6. Prediction and Decision Making.mp4 21.2 MB
Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/2. Linear Regression and Multiple Linear Regression.mp4 20.7 MB
Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/2. Dealing with Missing Values in Python.mp4 18.6 MB
Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/5. Getting Started Analyzing Data in Python.mp4 18.5 MB
Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/4. Importing and Exporting Data in Python.mp4 18.5 MB
Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/2. Understanding the Data.mp4 17.6 MB
Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/2. Descriptive Statistics.mp4 16.4 MB
Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/4. Polynomial Regression and Pipelines.mp4 16.2 MB
Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/3. Model Evaluation Using Visualization.mp4 15.7 MB
Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.mp4 15.0 MB
Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/3. Ridge Regression.mp4 13.6 MB
Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/5. Measures for In-Sample Evaluation.mp4 13.6 MB
Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.mp4 13.4 MB
Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/3. Data Formatting in Python.mp4 12.6 MB
Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/5. Correlation Statistics.mp4 12.2 MB
Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/4. Data Normalization in Python.mp4 11.4 MB
Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/1. The Problem.mp4 9.8 MB

[磁力链接] 添加时间:2024-06-21 大小:401.1 MB 最近下载:2025-06-01 热度:140

Coursera - Expressway to Data Science Python Programming Specialization 2022-12

introduction-python-functions/03_functions-with-return-values/01_what-are-return-values/01_what-are-return-values.mp4 72.4 MB
introduction-python-functions/01_hello-functions/02_functions-are-useful/01_why-do-we-need-functions.mp4 69.0 MB
introduction-python-functions/04_functions-in-functions/03_hierarchy-of-functions/01_the-design-of-hierarchy-of-functions.mp4 64.5 MB
introduction-python-functions/01_hello-functions/03_introduction-to-functions/01_what-are-functions.mp4 59.5 MB
python-packages-data-science/03_data-visualization-matplotlib/02_matplotlib-plots/01_matplotlib-plots.mp4 55.3 MB
python-packages-data-science/04_data-visualization-seaborn/01_introduction-to-seaborn/01_introduction-to-seaborn.mp4 52.9 MB
python-packages-data-science/04_data-visualization-seaborn/03_summary/01_summary.mp4 50.7 MB
python-packages-data-science/02_data-manipulation-numpy-and-pandas/01_numpy-introduction/01_numpy-introduction.mp4 46.4 MB
introduction-python-functions/04_functions-in-functions/04_recursive-functions/01_recursive-functions.mp4 45.3 MB
python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/01_pandas-more.mp4 39.4 MB
python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/01_numpy-in-sum.mp4 36.3 MB
python-packages-data-science/03_data-visualization-matplotlib/01_introduction-to-matplotlib/01_introduction-to-matplotlib.mp4 32.6 MB
python-packages-data-science/02_data-manipulation-numpy-and-pandas/03_numpy-more/01_numpy-more.mp4 32.5 MB
python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/01_matplotlib-summary.mp4 31.7 MB
introduction-python-fundamentals/04_flow-control-repetition/01_condition-based-repetitions/02_condition-based-repetition.mp4 29.8 MB
python-packages-data-science/01_hello-packages/04_exercise-game-2/01_exercise-game-2.mp4 29.3 MB
introduction-python-fundamentals/04_flow-control-repetition/02_count-based-repetitions/01_count-based-repetition.mp4 29.1 MB
python-packages-data-science/04_data-visualization-seaborn/02_more-seaborn/01_more-seaborn.mp4 29.0 MB
introduction-python-fundamentals/03_flow-control-branching/03_nested-branching/01_decision-tree.mp4 28.3 MB
introduction-python-fundamentals/02_variables-and-operations/01_variables-and-assignment-operation/03_types-of-variables.mp4 27.8 MB

[磁力链接] 添加时间:2024-06-23 大小:1.5 GB 最近下载:2025-05-21 热度:522

[freecourse.pro]-Data Science in Python Unsupervised Learning (2024-5)

Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/36. DEMO DBSCAN and Silhouette Score in Python.mp4 147.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/4. SOLUTION Hierarchical Clustering.mp4 137.5 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/3. SOLUTION K-Means Clustering.mp4 118.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/23. SOLUTION Selecting the Best K-Means Model.mp4 117.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/42. DEMO Label Unseen Data.mp4 109.6 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/10. PROJECT Recommending Restaurants/3. SOLUTION TruncatedSVD.mp4 103.2 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/29. DEMO Cluster Maps in Python.mp4 97.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/7. Anomaly Detection/10. SOLUTION Isolation Forests.mp4 95.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/12. DEMO Interpreting PCA.mp4 86.6 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/12. Final Project/2. SOLUTION Data Prep & EDA.mp4 86.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/21. DEMO Selecting the Best Model.mp4 85.0 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/19. SOLUTION Tuning a K-Means Model.mp4 82.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/25. Dendrograms in Python.mp4 79.1 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/17. T-SNE.mp4 78.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/6. PROJECT Clustering Clients/6. SOLUTION Compare, Recommend and Predict.mp4 71.8 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/22. DEMO Dimensionality Reduction and Clustering.mp4 64.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/13. DEMO Plotting Inertia in Python.mp4 61.5 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/5. Clustering/6. Visualizing K-Means Clustering.mp4 59.4 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/14. SOLUTION Interpreting PCA.mp4 59.3 MB
Udemy - Data Science in Python Unsupervised Learning (2024-5)/8. Dimensionality Reduction/18. T-SNE in Python.mp4 58.9 MB

[磁力链接] 添加时间:2024-06-26 大小:5.2 GB 最近下载:2025-06-15 热度:354

LiveLessson - Data Science Fundamentals Part 1

35 3.7 Parsing Data with Python—JSON and XML.mp4 217.6 MB
79 6.13 Querying Across Datasets with Joins.mp4 179.2 MB
17 2.3 Acquiring Data.mp4 172.4 MB
52 4.11 Keeping Things DRY with Inheritance.mp4 158.6 MB
22 2.8 Triadic Closure in Python.mp4 148.0 MB
62 5.7 Creating and Querying Records with peewee.mp4 145.8 MB
38 3.10 Parametric API Requests with Python.mp4 145.0 MB
37 3.9 Working with APIs.mp4 143.3 MB
47 4.6 Magic Methods, Class Attributes, and Introspection.mp4 142.8 MB
51 4.10 Customizing Model Interfaces with Setter Methods and Virtual Attributes.mp4 135.7 MB
78 6.12 Joins with peewee.mp4 135.6 MB
18 2.4 Wrangling Data.mp4 126.6 MB
48 4.7 Exploring and Structuring the Foursquare Response.mp4 124.3 MB
19 2.5 Exploring Data.mp4 124.1 MB
61 5.6 ORMs in Python with peewee.mp4 123.7 MB
68 6.2 Understanding your Data Quickly with Graphical Tools.mp4 122.4 MB
56 5.1 Introduction to Databases with SQLite.mp4 122.1 MB
76 6.10 Ranking and Sorting Venues.mp4 120.7 MB
70 6.4 Data Quality Checks with peewee.mp4 118.4 MB
49 4.8 Data Models Applied—Representing Foursquare Entities with Classes.mp4 117.1 MB

[磁力链接] 添加时间:2024-06-26 大小:6.1 GB 最近下载:2025-06-11 热度:465

[Udemy][YouRa Allakhverdov] Data Science и Machine Learning на Python 3 с нуля (2022)

Раздел 13 Machine Learning. Линейная регрессия/[SW.BAND] 5 Задание по линейной регрессии. Решение.mp4 211.7 MB
Раздел 17 Decision Trees и Random Forests/[SW.BAND] 4 Решение задания.mp4 202.6 MB
Раздел 11 Data Science Final Project/[SW.BAND] 2 Задание US Shootings. Решение.mp4 195.6 MB
Раздел 3 Основы Python/[SW.BAND] 8 Форматирование строк в Python.mp4 184.7 MB
Раздел 4 Функции Python/[SW.BAND] 3 args _ kwargs.mp4 171.3 MB
Раздел 4 Функции Python/[SW.BAND] 2 Создание функций в Python.mp4 165.2 MB
Раздел 7 Анализ данных. Библиотека Pandas/[SW.BAND] 10 Input Output.mp4 159.4 MB
Раздел 15 Machine Learning. Логистическая регрессия/[SW.BAND] 6 Решение задания.mp4 158.2 MB
Раздел 15 Machine Learning. Логистическая регрессия/[SW.BAND] 2 Множество данных “Титаник”. Исследование данных.mp4 156.0 MB
Раздел 3 Основы Python/[SW.BAND] 4 Переменные в Python.mp4 154.8 MB
Раздел 16 Метод k-ближайших соседей/[SW.BAND] 4 Решение задания.mp4 152.6 MB
Раздел 4 Функции Python/[SW.BAND] 4 Лямбда выражения в функциях.mp4 152.4 MB
Раздел 9 Визуализация данных. Библиотека Seaborn/[SW.BAND] 2 Dataset Distribution.mp4 147.0 MB
Раздел 16 Метод k-ближайших соседей/[SW.BAND] 2 Метод k-ближайших соседей.mp4 146.6 MB
Раздел 3 Основы Python/[SW.BAND] 20 Dictionary Comprehension _ Set Comprehension и Nested loops.mp4 141.9 MB
Раздел 13 Machine Learning. Линейная регрессия/[SW.BAND] 3 Линейная регрессия. Создание модели.mp4 135.4 MB
Раздел 12 Знакомство с Machine Learning/[SW.BAND] 3 Оценка производительности модели. Классификация.mp4 135.1 MB
Раздел 6 Анализ данных. Библиотека NumPy/[SW.BAND] 1 NumPy массивы.mp4 134.8 MB
Раздел 8 Визуализация данных. Библиотека Matplotlib/[SW.BAND] 6 Задание по разделу Matplotlib. Решение.mp4 134.1 MB
Раздел 10 Визуализация данных. Встроенная визуализация библиотеки Pandas/[SW.BAND] 1 Встроенная визуализация библиотеки Pandas.mp4 133.9 MB

[磁力链接] 添加时间:2024-06-27 大小:8.0 GB 最近下载:2025-06-09 热度:303

[Tutorialsplanet.NET] 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
10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.mp4 118.2 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
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 72.7 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
7. Estimators and estimates/12. What is a margin of error and why is it important in Statistics.mp4 62.1 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

[磁力链接] 添加时间:2024-07-06 大小:3.0 GB 最近下载:2025-06-06 热度:376

complete-machine-learning-and-data-science-zero-to-mastery

Complete Machine Learning and Data Science Zero to Mastery/05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4 238.7 MB
Complete Machine Learning and Data Science Zero to Mastery/09 Scikit-learn Creating Machine Learning Models/101 Typical scikit-learn Workflow.mp4 199.4 MB
Complete Machine Learning and Data Science Zero to Mastery/09 Scikit-learn Creating Machine Learning Models/102 Optional Debugging Warnings In Jupyter.mp4 184.7 MB
Complete Machine Learning and Data Science Zero to Mastery/16 Career Advice Extra Bits/257 CWD Git Github.mp4 184.7 MB
Complete Machine Learning and Data Science Zero to Mastery/09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.mp4 184.1 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 Training Your Deep Neural Network.mp4 174.7 MB
Complete Machine Learning and Data Science Zero to Mastery/16 Career Advice Extra Bits/251 What If I Dont Have Enough Experience.mp4 168.8 MB
Complete Machine Learning and Data Science Zero to Mastery/12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.mp4 166.9 MB
Complete Machine Learning and Data Science Zero to Mastery/09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.mp4 166.0 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 Make And Transform Predictions.mp4 162.5 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 Turning Data Into Batches 2.mp4 156.6 MB
Complete Machine Learning and Data Science Zero to Mastery/12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.mp4 153.3 MB
Complete Machine Learning and Data Science Zero to Mastery/05 Data Science Environment Setup/035 Mac Environment Setup.mp4 151.4 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
Complete Machine Learning and Data Science Zero to Mastery/09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.mp4 150.2 MB
Complete Machine Learning and Data Science Zero to Mastery/12 Milestone Project 2 Supervised Learning (Time Series Data)/183 Feature Importance.mp4 149.2 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 Making Predictions On Test Images.mp4 147.7 MB
Complete Machine Learning and Data Science Zero to Mastery/14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 Training Model On Full Dataset.mp4 146.6 MB
Complete Machine Learning and Data Science Zero to Mastery/12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.mp4 146.1 MB
Complete Machine Learning and Data Science Zero to Mastery/11 Milestone Project 1 Supervised Learning (Classification)/151 Finding Patterns 3.mp4 144.6 MB

[磁力链接] 添加时间:2024-07-08 大小:23.0 GB 最近下载:2025-06-11 热度:1390

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python

Chapter 6 Machine Learning Basics/003. Classification in Code.mp4 84.9 MB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.mp4 55.8 MB
Chapter 6 Machine Learning Basics/002. What Is Classification.mp4 52.2 MB
Chapter 2 NumPy/007. Generating Data.mp4 50.1 MB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.mp4 45.3 MB
Chapter 2 NumPy/005. Matrices.mp4 44.8 MB
Chapter 6 Machine Learning Basics/005. Regression in Code.mp4 43.5 MB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.mp4 39.9 MB
Chapter 2 NumPy/002. Arrays Versus Lists.mp4 39.8 MB
Chapter 6 Machine Learning Basics/004. What Is Regression.mp4 39.7 MB
Chapter 4 Pandas/003. Selecting Rows and Columns.mp4 35.6 MB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.mp4 35.2 MB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.mp4 32.7 MB
Chapter 2 NumPy/009. Where to Learn More NumPy.mp4 32.7 MB
Chapter 5 SciPy/005. Where to Learn More SciPy.mp4 29.7 MB
Chapter 3 Matplotlib/005. Plotting Images.mp4 29.1 MB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.mp4 29.0 MB
Chapter 2 NumPy/003. Dot Product.mp4 22.4 MB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.mp4 21.3 MB
Chapter 4 Pandas/007. Where to Learn More Pandas.mp4 21.3 MB

[磁力链接] 添加时间:2024-07-09 大小:1.1 GB 最近下载:2025-06-16 热度:6862