Udemy - Machine Learning and Artificial Intelligence in Power BI

• Udemy - Machine Learning and Artificial Intelligence in Power BI
• ~Get Your Files Here !/1. Introduction to this course/1. Course Material.html 53 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Backorden Percentage.csv 27 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Explanations.csv 1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Month.csv 138 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Risk.csv 972 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Sales.csv 60 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/data/Supply Analytics.csv 1.3 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/Exercises_Supply Chain.pbix 1 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises/Solution/Exercises_Solution_Supply Chain.pbix 1 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Exercises_Artificial Intelligence Charts.pdf 181.1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Artificial Intelligence Charts/Sales Analytics.pbix 2 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data analytics with Python.pbix 1.6 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data Analytics with Seaborn.ipynb 1020.6 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data/insurance.csv 54.3 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Data/Pokemon.csv 43 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Data Analytics with Python in Power BI/Use Case_Boston Houses.pbix 1.1 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Dashboard_Retail.pbix 857.9 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Channel.csv 68 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/District.csv 275 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Item.csv 1.3 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Sales.csv 1.6 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Data/Store.csv 16.7 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Dax Reference Cheat Sheet.pbix 162.1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Channel.csv 68 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Geography.csv 22.2 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Product.csv 290.5 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/ProductCategory.csv 189 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/ProductSubcategory.csv 974 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Promotion.csv 2.3 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Sales.csv 2 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Data/Stores.csv 15.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Introduction to Power BI/Exercises/Solution/Exercise_Soluciton_Contoso PowerBi.pbix 957.9 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/1. Regresion_sklearn.pbix 66.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/2. Regresion.pbix 456.7 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/3. Clasification_basic.pbix 77.1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/3.1. Clasification_advance.pbix 91.3 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/4. Clustering.pbix 471.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/blood.csv 11 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/cancer_pred.csv 355 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/clustering.csv 25.2 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/clustering2.csv 128.3 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/dataset/salary.xlsx 10 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/cancer_pred.csv 355 B
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/1. Regresion.pbix 456.1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/2. Clasification.pbix 109.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/3. Clustering.pbix 137.5 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Cooks Distance.png 9.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Exercise_Solution_Regresion.ipynb 68.1 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Learning Curve.png 32.3 KB
• ~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 194.4 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/Residuals.png 28.9 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/Exercises/Exercises_Solution/xgboost_cancer.pkl 133.9 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/clustering.csv 25.2 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Clustering.ipynb 4.2 MB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Feature Importance.png 15.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Final RF Model 11Nov2020.pkl 700.7 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Prediction Error.png 24.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Pycaret Fundamentals.ipynb 436.8 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Regresion_ML model creation.ipynb 58 KB
• ~Get Your Files Here !/1. Introduction to this course/Material/Machine Learning and AI in Power BI/notebooks/Residuals.png 24.2 KB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/1. Fundamentals of regression models with Pycaret in Power BI.mp4 30.4 MB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/2. Applied project_Development of a regression model of XGBoost.mp4 48.6 MB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/3. Applied project_Integration of the XGBoost model in Power BI.mp4 26.8 MB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/4. Applied project_Adding model evaluation charts to PowerBI.mp4 28.3 MB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/5. Exercise 1. Regression models in Power BI.mp4 7.1 MB
• ~Get Your Files Here !/10. Regression models with Python in Power BI/6. Solution Exercise 1.mp4 56 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/1. Fundamentals of classification models with Pycaret in Power BI.mp4 15.8 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/2. Evaluation metrics of classification models.mp4 16.5 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/3. Applied project_Development of a classification model in Power BI.mp4 37.3 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/4. Applied project_Model load and prediction in Power BI.mp4 14.9 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/5. Applied project_Applying advanced pre-processing to the data.mp4 35.8 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/6. Applied project_Evaluation of the classification model in Power BI.mp4 43.5 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/7. Exercise 2. Classification models in Power BI.mp4 5.6 MB
• ~Get Your Files Here !/11. Classification models with Python in Power BI/8. Solution_Exercise 2.mp4 40.7 MB
• ~Get Your Files Here !/12. Clustering models with Python in Power BI/1. Fundamentals of Clustering Models with Pycaret in Power BI.mp4 10.8 MB
• ~Get Your Files Here !/12. Clustering models with Python in Power BI/2. Clustering model evaluation metrics.mp4 4.7 MB
• ~Get Your Files Here !/12. Clustering models with Python in Power BI/3. Applied project_Development of a clustering model in Power BI.mp4 61 MB
• ~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 66 MB
• ~Get Your Files Here !/12. Clustering models with Python in Power BI/5. Exercise 3. Clustering models in Power BI.mp4 5 MB
• ~Get Your Files Here !/12. Clustering models with Python in Power BI/6. Solution Exercise 3.mp4 26.3 MB
• ~Get Your Files Here !/2. Introducción a Power BI/1. Introducción a Power Bi.mp4 15.2 MB
• ~Get Your Files Here !/2. Introducción a Power BI/2. Descarga y presentación de Power BI Desktop.mp4 30.2 MB
• ~Get Your Files Here !/2. Introducción a Power BI/3. Importación de datos.mp4 34.9 MB
• ~Get Your Files Here !/2. Introducción a Power BI/4. Herramientas para analizar la calidad del dato.mp4 31.5 MB
• ~Get Your Files Here !/2. Introducción a Power BI/5. Funciones de pre-procesamiento de datos.mp4 49 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/1. Visual Q&A.mp4 27.4 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/10. Predictions with time series.mp4 34.6 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/11. Solution Exercise 4.mp4 18.5 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/12. Detection of anomalies in time series.mp4 36 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/13. Solution Exercise 5.mp4 26.3 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/2. Configuring the Q&A visual.mp4 27.4 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/3. Solution Exercise 1.mp4 31 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/4. Key Influencers.mp4 42.2 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/5. Major Chart Segments Key Influencers.mp4 19.2 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/6. Correlation vs Causation.mp4 11.8 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/7. Solution Exercise 2.mp4 19.5 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/8. Exercise 3 Hierarchical scheme.mp4 45.2 MB
• ~Get Your Files Here !/3. Artificial intelligence graphics/9. Solution Exercise 3.mp4 22.6 MB

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