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[ DevCourseWeb.com ] Udemy - Machine Learning and Artificial Intelligence in Power BI
Category:
Ebook/Course
Size:
1.57 GB
Seeders:
3
Leechers:
39
Downloads:
115
Uploaded:
Feb 4, 2023
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[ DevCourseWeb.com ] Udemy - Machine Learning and Artificial Intelligence in Power BI
Get Bonus Downloads Here.url
- 182 B
~Get Your Files Here !
1. Introduction to this course
1. Course Material.html
- 53 B
Material
Artificial Intelligence Charts
Exercises
Exercises_Supply Chain.pbix
- 1.03 MB
Solution
Exercises_Solution_Supply Chain.pbix
- 1.04 MB
data
Backorden Percentage.csv
- 26.95 KB
Explanations.csv
- 1.04 KB
Month.csv
- 138 B
Risk.csv
- 972.03 KB
Sales.csv
- 60.03 KB
Supply Analytics.csv
- 1.29 MB
Exercises_Artificial Intelligence Charts.pdf
- 181.14 KB
Sales Analytics.pbix
- 2 MB
Data Analytics with Python in Power BI
Data Analytics with Seaborn.ipynb
- 1020.6 KB
Data analytics with Python.pbix
- 1.57 MB
Data
Pokemon.csv
- 43 KB
insurance.csv
- 54.32 KB
Use Case_Boston Houses.pbix
- 1.11 MB
Introduction to Power BI
Dashboard_Retail.pbix
- 857.9 KB
Data
Channel.csv
- 68 B
District.csv
- 275 B
Item.csv
- 1.32 MB
Sales.csv
- 1.57 MB
Store.csv
- 16.67 KB
Dax Reference Cheat Sheet.pbix
- 162.11 KB
Exercises
Data
Channel.csv
- 68 B
Geography.csv
- 22.23 KB
Product.csv
- 290.51 KB
ProductCategory.csv
- 189 B
ProductSubcategory.csv
- 974 B
Promotion.csv
- 2.27 KB
Sales.csv
- 2.04 MB
Stores.csv
- 15.8 KB
Solution
Exercise_Soluciton_Contoso PowerBi.pbix
- 957.91 KB
Machine Learning and AI in Power BI
1. Regresion_sklearn.pbix
- 66.75 KB
2. Regresion.pbix
- 456.66 KB
3. Clasification_basic.pbix
- 77.07 KB
3.1. Clasification_advance.pbix
- 91.32 KB
4. Clustering.pbix
- 471.8 KB
Exercises
Exercises_Solution
1. Regresion.pbix
- 456.09 KB
2. Clasification.pbix
- 109.77 KB
3. Clustering.pbix
- 137.55 KB
Cooks Distance.png
- 9.76 KB
Exercise_Solution_Regresion.ipynb
- 68.13 KB
Learning Curve.png
- 32.32 KB
Residuals.png
- 28.85 KB
regresion_best_model_ejercicio.pkl
- 194.41 KB
xgboost_cancer.pkl
- 133.94 KB
cancer_pred.csv
- 355 B
dataset
blood.csv
- 11.01 KB
cancer_pred.csv
- 355 B
clustering.csv
- 25.23 KB
clustering2.csv
- 128.3 KB
salary.xlsx
- 9.98 KB
notebooks
Clustering.ipynb
- 4.2 MB
Feature Importance.png
- 15.75 KB
Final RF Model 11Nov2020.pkl
- 700.71 KB
Prediction Error.png
- 24.77 KB
Pycaret Fundamentals.ipynb
- 436.82 KB
Regresion_ML model creation.ipynb
- 58 KB
Residuals.png
- 24.23 KB
clustering.csv
- 25.23 KB
10. Regression models with Python in Power BI
1. Fundamentals of regression models with Pycaret in Power BI.mp4
- 30.4 MB
2. Applied project_Development of a regression model of XGBoost.mp4
- 48.64 MB
3. Applied project_Integration of the XGBoost model in Power BI.mp4
- 26.79 MB
4. Applied project_Adding model evaluation charts to PowerBI.mp4
- 28.3 MB
5. Exercise 1. Regression models in Power BI.mp4
- 7.07 MB
6. Solution Exercise 1.mp4
- 55.96 MB
11. Classification models with Python in Power BI
1. Fundamentals of classification models with Pycaret in Power BI.mp4
- 15.75 MB
2. Evaluation metrics of classification models.mp4
- 16.5 MB
3. Applied project_Development of a classification model in Power BI.mp4
- 37.25 MB
4. Applied project_Model load and prediction in Power BI.mp4
- 14.9 MB
5. Applied project_Applying advanced pre-processing to the data.mp4
- 35.79 MB
6. Applied project_Evaluation of the classification model in Power BI.mp4
- 43.46 MB
7. Exercise 2. Classification models in Power BI.mp4
- 5.57 MB
8. Solution_Exercise 2.mp4
- 40.68 MB
12. Clustering models with Python in Power BI
1. Fundamentals of Clustering Models with Pycaret in Power BI.mp4
- 10.8 MB
2. Clustering model evaluation metrics.mp4
- 4.74 MB
3. Applied project_Development of a clustering model in Power BI.mp4
- 60.95 MB
4. Applied project_Development of the model in Jupyter and integration in Power BI.mp4
- 65.98 MB
5. Exercise 3. Clustering models in Power BI.mp4
- 5 MB
6. Solution Exercise 3.mp4
- 26.27 MB
2. Introducción a Power BI
1. Introducción a Power Bi.mp4
- 15.24 MB
2. Descarga y presentación de Power BI Desktop.mp4
- 30.17 MB
3. Importación de datos.mp4
- 34.89 MB
4. Herramientas para analizar la calidad del dato.mp4
- 31.46 MB
5. Funciones de pre-procesamiento de datos.mp4
- 49.03 MB
3. Artificial intelligence graphics
1. Visual Q&A.mp4
- 27.4 MB
10. Predictions with time series.mp4
- 34.64 MB
11. Solution Exercise 4.mp4
- 18.54 MB
12. Detection of anomalies in time series.mp4
- 35.96 MB
13. Solution Exercise 5.mp4
- 26.26 MB
2. Configuring the Q&A visual.mp4
- 27.39 MB
3. Solution Exercise 1.mp4
- 30.99 MB
4. Key Influencers.mp4
- 42.17 MB
5. Major Chart Segments Key Influencers.mp4
- 19.2 MB
6. Correlation vs Causation.mp4
- 11.82 MB
7. Solution Exercise 2.mp4
- 19.48 MB
8. Exercise 3 Hierarchical scheme.mp4
- 45.15 MB
9. Solution Exercise 3.mp4
- 22.61 MB
4. Install Python and sync with Power BI
1. Install Python and synchronization with Power BI.mp4
- 33.15 MB
2. Installing Pycaret.mp4
- 15.58 MB
3. Jupyter Notebook Fundamentals.mp4
- 22.98 MB
5. Advanced analytics
1. How to run python scripts.mp4
- 23.03 MB
2. Seaborn Basics.mp4
- 20.4 MB
3. Selecting the correct chart type.mp4
- 18.04 MB
4. Applied project_Data preprocessing with Python.mp4
- 73.56 MB
5. Applied project_Analysis of numerical variables with Seaborn.mp4
- 33.82 MB
6. Machine Learning Fundamentals
1. Introduction to AI.mp4
- 15.09 MB
2. Types of Machine Learning Models.mp4
- 18.25 MB
3. Phases of training Machine Learning models.mp4
- 8.08 MB
4. Main Machine Learning algorithms.mp4
- 7.65 MB
7. Deploy models in Power BI
1. Deploy models in Power BI.mp4
- 18.29 MB
8. Machine Learning models with Scikit-learn
1. Entrenando un modelo de regresión con Sklearn en Power BI.mp4
- 32.41 MB
2. Evaluation and obtaining of metrics of the Sklearn regression model.mp4
- 35.72 MB
9. AutoML Fundamentals with Python and Pycaret
1. Introduction to autoML.mp4
- 9.46 MB
2. Training and optimization of models with Pycaret.mp4
- 57.17 MB
3. Model evaluation and deployment with Pycaret.mp4
- 33.22 MB
Bonus Resources.txt
- 386 B
Trackers
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udp://tracker2.dler.com:80/announce
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1
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udp://tracker.breizh.pm:6969/announce
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udp://www.torrent.eu.org:451/announce
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16
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udp://tracker.moeking.me:6969/announce
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udp://tracker.monitorit4.me:6969/announce
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udp://tracker.dler.com:6969/announce
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udp://pow7.com:80/announce
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udp://open.stealth.si:80/announce
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InfoHash:
92DE4E87C78E7822106510B5111F7F78632CFFB2
Last updated:
Feb 4, 2023
File count:
118 B
File Category:
9
Tags:
Udemy, IT & Software, Other, Tutorials
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