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[ DevCourseWeb.com ] Udemy - Machine Learning and Artificial Intelligence in Power BI

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92DE4E87C78E7822106510B5111F7F78632CFFB2

Number of Files:

118

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1.57GB

Convert On:

2023-03-26

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DevCourseWeb com Udemy Machine Learning and Artificial Intelligence in Power BI

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Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction to this course/1. Course Material.html

53B

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/Exercises_Supply Chain.pbix

1.03MB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/Solution/Exercises_Solution_Supply Chain.pbix

1.04MB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Backorden Percentage.csv

26.95KB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Explanations.csv

1.04KB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Month.csv

138B

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Risk.csv

972.03KB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Sales.csv

60.03KB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Supply Analytics.csv

1.29MB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises_Artificial Intelligence Charts.pdf

181.14KB

~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Sales Analytics.pbix

2MB

~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data Analytics with Seaborn.ipynb

1020.6KB

~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data analytics with Python.pbix

1.57MB

~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data/Pokemon.csv

43KB

~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data/insurance.csv

54.32KB

~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Use Case_Boston Houses.pbix

1.11MB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Dashboard_Retail.pbix

857.9KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Channel.csv

68B

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/District.csv

275B

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Item.csv

1.32MB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Sales.csv

1.57MB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Store.csv

16.67KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Dax Reference Cheat Sheet.pbix

162.11KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Channel.csv

68B

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Geography.csv

22.23KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Product.csv

290.51KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/ProductCategory.csv

189B

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/ProductSubcategory.csv

974B

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Promotion.csv

2.27KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Sales.csv

2.04MB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Stores.csv

15.8KB

~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Solution/Exercise_Soluciton_Contoso PowerBi.pbix

957.91KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/1. Regresion_sklearn.pbix

66.75KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/2. Regresion.pbix

456.66KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/3. Clasification_basic.pbix

77.07KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/3.1. Clasification_advance.pbix

91.32KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/4. Clustering.pbix

471.8KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/1. Regresion.pbix

456.09KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/2. Clasification.pbix

109.77KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/3. Clustering.pbix

137.55KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Cooks Distance.png

9.76KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Exercise_Solution_Regresion.ipynb

68.13KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Learning Curve.png

32.32KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Residuals.png

28.85KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/regresion_best_model_ejercicio.pkl

194.41KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/xgboost_cancer.pkl

133.94KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/cancer_pred.csv

355B

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/blood.csv

11.01KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/cancer_pred.csv

355B

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/clustering.csv

25.23KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/clustering2.csv

128.3KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/salary.xlsx

9.98KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Clustering.ipynb

4.2MB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Feature Importance.png

15.75KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Final RF Model 11Nov2020.pkl

700.71KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Prediction Error.png

24.77KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Pycaret Fundamentals.ipynb

436.82KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Regresion_ML model creation.ipynb

58KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Residuals.png

24.23KB

~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/clustering.csv

25.23KB

~Get Your Files Here !/10. Regression models with Python in Power BI/1. Fundamentals of regression models with Pycaret in Power BI.mp4

30.4MB

~Get Your Files Here !/10. Regression models with Python in Power BI/2. Applied project_Development of a regression model of XGBoost.mp4

48.64MB

~Get Your Files Here !/10. Regression models with Python in Power BI/3. Applied project_Integration of the XGBoost model in Power BI.mp4

26.79MB

~Get Your Files Here !/10. Regression models with Python in Power BI/4. Applied project_Adding model evaluation charts to PowerBI.mp4

28.3MB

~Get Your Files Here !/10. Regression models with Python in Power BI/5. Exercise 1. Regression models in Power BI.mp4

7.07MB

~Get Your Files Here !/10. Regression models with Python in Power BI/6. Solution Exercise 1.mp4

55.96MB

~Get Your Files Here !/11. Classification models with Python in Power BI/1. Fundamentals of classification models with Pycaret in Power BI.mp4

15.75MB

~Get Your Files Here !/11. Classification models with Python in Power BI/2. Evaluation metrics of classification models.mp4

16.5MB

~Get Your Files Here !/11. Classification models with Python in Power BI/3. Applied project_Development of a classification model in Power BI.mp4

37.25MB

~Get Your Files Here !/11. Classification models with Python in Power BI/4. Applied project_Model load and prediction in Power BI.mp4

14.9MB

~Get Your Files Here !/11. Classification models with Python in Power BI/5. Applied project_Applying advanced pre-processing to the data.mp4

35.79MB

~Get Your Files Here !/11. Classification models with Python in Power BI/6. Applied project_Evaluation of the classification model in Power BI.mp4

43.46MB

~Get Your Files Here !/11. Classification models with Python in Power BI/7. Exercise 2. Classification models in Power BI.mp4

5.57MB

~Get Your Files Here !/11. Classification models with Python in Power BI/8. Solution_Exercise 2.mp4

40.68MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/1. Fundamentals of Clustering Models with Pycaret in Power BI.mp4

10.8MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/2. Clustering model evaluation metrics.mp4

4.74MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/3. Applied project_Development of a clustering model in Power BI.mp4

60.95MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/4. Applied project_Development of the model in Jupyter and integration in Power BI.mp4

65.98MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/5. Exercise 3. Clustering models in Power BI.mp4

5MB

~Get Your Files Here !/12. Clustering models with Python in Power BI/6. Solution Exercise 3.mp4

26.27MB

~Get Your Files Here !/2. Introducción a Power BI/1. Introducción a Power Bi.mp4

15.24MB

~Get Your Files Here !/2. Introducción a Power BI/2. Descarga y presentación de Power BI Desktop.mp4

30.17MB

~Get Your Files Here !/2. Introducción a Power BI/3. Importación de datos.mp4

34.89MB

~Get Your Files Here !/2. Introducción a Power BI/4. Herramientas para analizar la calidad del dato.mp4

31.46MB

~Get Your Files Here !/2. Introducción a Power BI/5. Funciones de pre-procesamiento de datos.mp4

49.03MB

~Get Your Files Here !/3. Artificial intelligence graphics/1. Visual Q&A.mp4

27.4MB

~Get Your Files Here !/3. Artificial intelligence graphics/10. Predictions with time series.mp4

34.64MB

~Get Your Files Here !/3. Artificial intelligence graphics/11. Solution Exercise 4.mp4

18.54MB

~Get Your Files Here !/3. Artificial intelligence graphics/12. Detection of anomalies in time series.mp4

35.96MB

~Get Your Files Here !/3. Artificial intelligence graphics/13. Solution Exercise 5.mp4

26.26MB

~Get Your Files Here !/3. Artificial intelligence graphics/2. Configuring the Q&A visual.mp4

27.39MB

~Get Your Files Here !/3. Artificial intelligence graphics/3. Solution Exercise 1.mp4

30.99MB

~Get Your Files Here !/3. Artificial intelligence graphics/4. Key Influencers.mp4

42.17MB

~Get Your Files Here !/3. Artificial intelligence graphics/5. Major Chart Segments Key Influencers.mp4

19.2MB

~Get Your Files Here !/3. Artificial intelligence graphics/6. Correlation vs Causation.mp4

11.82MB

~Get Your Files Here !/3. Artificial intelligence graphics/7. Solution Exercise 2.mp4

19.48MB

~Get Your Files Here !/3. Artificial intelligence graphics/8. Exercise 3 Hierarchical scheme.mp4

45.15MB

~Get Your Files Here !/3. Artificial intelligence graphics/9. Solution Exercise 3.mp4

22.61MB

~Get Your Files Here !/4. Install Python and sync with Power BI/1. Install Python and synchronization with Power BI.mp4

33.15MB

~Get Your Files Here !/4. Install Python and sync with Power BI/2. Installing Pycaret.mp4

15.58MB

~Get Your Files Here !/4. Install Python and sync with Power BI/3. Jupyter Notebook Fundamentals.mp4

22.98MB

~Get Your Files Here !/5. Advanced analytics/1. How to run python scripts.mp4

23.03MB

~Get Your Files Here !/5. Advanced analytics/2. Seaborn Basics.mp4

20.4MB

~Get Your Files Here !/5. Advanced analytics/3. Selecting the correct chart type.mp4

18.04MB

~Get Your Files Here !/5. Advanced analytics/4. Applied project_Data preprocessing with Python.mp4

73.56MB

~Get Your Files Here !/5. Advanced analytics/5. Applied project_Analysis of numerical variables with Seaborn.mp4

33.82MB

~Get Your Files Here !/6. Machine Learning Fundamentals/1. Introduction to AI.mp4

15.09MB

~Get Your Files Here !/6. Machine Learning Fundamentals/2. Types of Machine Learning Models.mp4

18.25MB

~Get Your Files Here !/6. Machine Learning Fundamentals/3. Phases of training Machine Learning models.mp4

8.08MB

~Get Your Files Here !/6. Machine Learning Fundamentals/4. Main Machine Learning algorithms.mp4

7.65MB

~Get Your Files Here !/7. Deploy models in Power BI/1. Deploy models in Power BI.mp4

18.29MB

~Get Your Files Here !/8. Machine Learning models with Scikit-learn/1. Entrenando un modelo de regresión con Sklearn en Power BI.mp4

32.41MB

~Get Your Files Here !/8. Machine Learning models with Scikit-learn/2. Evaluation and obtaining of metrics of the Sklearn regression model.mp4

35.72MB

~Get Your Files Here !/9. AutoML Fundamentals with Python and Pycaret/1. Introduction to autoML.mp4

9.46MB

~Get Your Files Here !/9. AutoML Fundamentals with Python and Pycaret/2. Training and optimization of models with Pycaret.mp4

57.17MB

~Get Your Files Here !/9. AutoML Fundamentals with Python and Pycaret/3. Model evaluation and deployment with Pycaret.mp4

33.22MB

~Get Your Files Here !/Bonus Resources.txt

386B

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