Udemy - Machine Learning and Artificial Intelligence in Power BI

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[ DevCourseWeb.com ] Udemy - Machine Learning and Artificial Intelligence in Power BI
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1. Introduction to this course
    • 1. Course Material.html (0.1 KB)
    • Material Artificial Intelligence Charts Exercises
      • Exercises_Supply Chain.pbix (1.0 MB)
      • Solution
        • Exercises_Solution_Supply Chain.pbix (1.0 MB)
        data
        • Backorden Percentage.csv (27.0 KB)
        • Explanations.csv (1.0 KB)
        • Month.csv (0.1 KB)
        • Risk.csv (972.0 KB)
        • Sales.csv (60.0 KB)
        • Supply Analytics.csv (1.3 MB)
        • Exercises_Artificial Intelligence Charts.pdf (181.1 KB)
        • Sales Analytics.pbix (2.0 MB)
        • Data Analytics with Python in Power BI
          • Data Analytics with Seaborn.ipynb (1,020.6 KB)
          • Data analytics with Python.pbix (1.6 MB)
          • Data
            • Pokemon.csv (43.0 KB)
            • insurance.csv (54.3 KB)
          • Use Case_Boston Houses.pbix (1.1 MB)
          • Introduction to Power BI
            • Dashboard_Retail.pbix (857.9 KB)
            • Data
              • Channel.csv (0.1 KB)
              • District.csv (0.3 KB)
              • Item.csv (1.3 MB)
              • Sales.csv (1.6 MB)
              • Store.csv (16.7 KB)
            • Dax Reference Cheat Sheet.pbix (162.1 KB)
            • Exercises Data
              • Channel.csv (0.1 KB)
              • Geography.csv (22.2 KB)
              • Product.csv (290.5 KB)
              • ProductCategory.csv (0.2 KB)
              • ProductSubcategory.csv (1.0 KB)
              • Promotion.csv (2.3 KB)
              • Sales.csv (2.0 MB)
              • Stores.csv (15.8 KB)
              Solution
              • Exercise_Soluciton_Contoso PowerBi.pbix (957.9 KB)
              Machine Learning and AI in Power BI
              • 1. Regresion_sklearn.pbix (66.8 KB)
              • 2. Regresion.pbix (456.7 KB)
              • 3. Clasification_basic.pbix (77.1 KB)
              • 3.1. Clasification_advance.pbix (91.3 KB)
              • 4. Clustering.pbix (471.8 KB)
              • Exercises Exercises_Solution
                • 1. Regresion.pbix (456.1 KB)
                • 2. Clasification.pbix (109.8 KB)
                • 3. Clustering.pbix (137.5 KB)
                • Cooks Distance.png (9.8 KB)
                • Exercise_Solution_Regresion.ipynb (68.1 KB)
                • Learning Curve.png (32.3 KB)
                • Residuals.png (28.9 KB)
                • regresion_best_model_ejercicio.pkl (194.4 KB)
                • xgboost_cancer.pkl (133.9 KB)
                • cancer_pred.csv (0.3 KB)
                • dataset
                  • blood.csv (11.0 KB)
                  • cancer_pred.csv (0.3 KB)
                  • clustering.csv (25.2 KB)
                  • clustering2.csv (128.3 KB)
                  • salary.xlsx (10.0 KB)
                  notebooks
                  • Clustering.ipynb (4.2 MB)
                  • Feature Importance.png (15.8 KB)
                  • Final RF Model 11Nov2020.pkl (700.7 KB)
                  • Prediction Error.png (24.8 KB)
                  • Pycaret Fundamentals.ipynb (436.8 KB)
                  • Regresion_ML model creation.ipynb (58.0 KB)
                  • Residuals.png (24.2 KB)
                  • clustering.csv (25.2 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 (48.6 MB)
                  • 3. Applied project_Integration of the XGBoost model in Power BI.mp4 (26.8 MB)
                  • 4. Applied project_Adding model evaluation charts to PowerBI.mp4 (28.3 MB)
                  • 5. Exercise 1. Regression models in Power BI.mp4 (7.1 MB)
                  • 6. Solution Exercise 1.mp4 (56.0 MB)
                  11. Classification models with Python in Power BI
                  • 1. Fundamentals of classification models with Pycaret in Power BI.mp4 (15.8 MB)
                  • 2. Evaluation metrics of classification models.mp4 (16.5 MB)
                  • 3. Applied project_Development of a classification model in Power BI.mp4 (37.3 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 (35.8 MB)
                  • 6. Applied project_Evaluation of the classification model in Power BI.mp4 (43.5 MB)
                  • 7. Exercise 2. Classification models in Power BI.mp4 (5.6 MB)
                  • 8. Solution_Exercise 2.mp4 (40.7 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 (4.7 MB)
                  • 3. Applied project_Development of a clustering model in Power BI.mp4 (61.0 MB)
                  • 4. Applied project_Development of the model in Jupyter and integration in Power BI.mp4 (66.0 MB)
                  • 5. Exercise 3. Clustering models in Power BI.mp4 (5.0 MB)
                  • 6. Solution Exercise 3.mp4 (26.3 MB)
                  2. Introducción a Power BI
                  • 1. Introducción a Power Bi.mp4 (15.2 MB)
                  • 2. Descarga y presentación de Power BI Desktop.mp4 (30.2 MB)
                  • 3. Importación de datos.mp4 (34.9 MB)
                  • 4. Herramientas para analizar la calidad del dato.mp4 (31.5 MB)
                  • 5. Funciones de pre-procesamiento de datos.mp4 (49.0 MB)
                  3. Artificial intelligence graphics
                  • 1. Visual Q&A.mp4 (27.4 MB)
                  • 10. Predictions with time series.mp4 (34.6 MB)
                  • 11. Solution Exercise 4.mp4 (18.5 MB)
                  • 12. Detection of anomalies in time series.mp4 (36.0 MB)
                  • 13. Solution Exercise 5.mp4 (26.3 MB)
                  • 2. Configuring the Q&A visual.mp4 (27.4 MB)
                  • 3. Solution Exercise 1.mp4 (31.0 MB)
                  • Description

                    Machine Learning and Artificial Intelligence in Power BI



                    https://DevCourseWeb.com

                    Published 1/2023
                    Created by Data Bootcamp
                    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
                    Genre: eLearning | Language: English | Duration: 57 Lectures ( 4h 23m ) | Size: 1.55 GB

                    Learn how to integrate Machine Learning and AI in Power BI with hands-on projects and professional Power BI instructors

                    What you'll learn
                    Machine Learning in Power Bi
                    Artificial intelligence in Power BI
                    Advanced analytics
                    Data analytics

                    Requirements
                    No



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Udemy - Machine Learning and Artificial Intelligence in Power BI


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1.6 GB
seeders:1
leechers:17
Udemy - Machine Learning and Artificial Intelligence in Power BI


Torrent hash: 92DE4E87C78E7822106510B5111F7F78632CFFB2