[ WebToolTip.com ] Udemy - AI for Energy Efficiency

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Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. 1-1Intrioduction.pdf

15 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. 1-AI for Energy Efficiency_ From Traditional Audits to Data-Driven Optimization.pdf

384 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. Coursera_Premium_Learning_Roadmap_Tracker.pdf

3.9 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. Introduction (Description).html

952 B

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. Introduction.mp4

28 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/1. Slide1.PNG

531 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. Energy Challenges (Description).html

1.9 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. Energy Challenges.mp4

41 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. SPM_version_report_LR.pdf

799 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. Slide2.PNG

94 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. Slide3.PNG

110 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/2. Slide4.PNG

139 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/3. From Energy 1.0 to Energy 4.0 (Description).html

725 B

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/3. From Energy 1.0 to Energy 4.0.mp4

40 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Energy_Data_Dictionary_Template.xlsx

5.9 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Energy_Metering_Math_Cheat_Sheet.pdf

3.0 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Industrial_Telemetry_Mapping_One_Pager.pdf

3.2 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Slide5.PNG

92 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Slide6.PNG

114 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Traditional_vs_AI_Energy_Analytics_Comparison.pdf

2.5 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Why AI For Energy (Description).html

1.8 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/4. Why AI For Energy.mp4

51 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. AI_Use_Case_Cards_Energy.pdf

7.1 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Anomaly_Detection_Quickstart_Playbook.pdf

3.1 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Audit_Limits_to_AI_Fix_One_Pager.pdf

2.8 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Energy_Engineer_Skill_Matrix.xlsx

8.8 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Limitation Of Energy Audit (Description).html

4.0 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Limitation Of Energy Audit.mp4

55 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. MV_Mini_Guide_IPMVP_Style.pdf

3.5 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Peak_and_Demand_Charges_Explainer.pdf

3.0 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Savings_Persistence_Checklist.pdf

2.5 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Slide10.PNG

214 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Slide7.PNG

124 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Slide8.PNG

130 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Slide9.PNG

74 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. Tool_Stack_Cheat_Sheet.pdf

2.5 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/5. _Energy_4_0_Career_Roadmap.pdf

2.7 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/6. AI_energy_prediction_template 2.xlsx

29 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/6. Real Example of AI in DATA (Description).html

1.2 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/6. Real Example of AI in DATA.mp4

112 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/7. The New Role Of Energy Engineers (Description).html

1.8 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/7. The New Role Of Energy Engineers.mp4

42 MB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/8. AI_energy_real_applications22.xlsx

22 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/8. Real Application AI on Data (Description).html

1.1 kB

~Get Your Files Here !/1 - AI for Energy Efficiency From Traditional Audits to Data-Driven Optimization/8. Real Application AI on Data.mp4

118 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. 2-Understanding Energy Data for Machine Learning.pdf

527 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_Context_Features_Cheat_Sheet.pdf

3.3 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_Energy_Context_Log_Template.xlsx

5.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_Energy_Curve_Interpretation_Guide.pdf

4.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_Energy_Time_Series_Fundamentals_1pager.pdf

3.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_MiniLab_TimeSeries_Behavior_Template.ipynb.bin

4.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Module01_Mini_Exercise_Energy_Curve_Reading_with_Solutions.pdf

4.0 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Why Data Energy is Different (Description).html

2.4 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. Why Data Energy is Different.mp4

46 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/10. energy_data_15min.csv

637 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/11. Hands On Energy Data (Description).html

1.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/11. Hands On Energy Data.mp4

134 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/11. Module01_MiniLab_TimeSeries_Behavior_Template.ipynb.bin

406 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/11. Module01_MiniLab_TimeSeries_Behavior_Template.py

3.3 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/11. energy_data_15min.csv

637 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Energy Data and Load Curve (Description).html

2.0 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Energy Data and Load Curve.mp4

28 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Load_Curves_Energy_Fingerprint_Guide.pdf

4.8 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. MiniLab_Load_Curve_Fingerprint_Practice_Dataset.csv

319 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. MiniLab_Load_Curve_Fingerprint_Template.ipynb.bin

3.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Mini_Exercise_Types_of_Energy_Data_and_Load_Curves_with_Solutions.pdf

3.8 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Multi_Source_Energy_Data_Requirements_Planner.xlsx

5.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. Types_of_Energy_Data_Data_Map_OnePager.pdf

2.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/12. powerconsumption.csv

4.1 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. EnPI_Selection_Matrix_Buildings_vs_Industry.pdf

2.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. Energy Performance Indicators (Description).html

2.3 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. Energy Performance Indicators.mp4

21 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. Energy_Performance_Indicators_EnPI_Cheat_Sheet.pdf

3.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. Energy_Performance_Indicators_EnPI_Tracker_Template.xlsx

20 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. MiniLab_EnPI_Computation_Template.ipynb.bin

3.1 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/13. Mini_Exercise_Energy_Performance_Indicators_with_Solutions.pdf

3.8 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/14. Hands On kPIs (Description).html

1.7 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/14. Hands On kPIs.mp4

92 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/14. MiniLab_EnPI_Computation_Template.ipynb.bin

125 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/14. MiniLab_EnPI_Computation_Template.py

1.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/14. enpi_inputs.csv

18 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Baseload_vs_Variable_Load_Separation_Guide.pdf

2.7 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. MiniLab_Normalization_DegreeDays_Baseload_Template.ipynb.bin

3.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Mini_Exercise_Normalization_DegreeDays_Production_with_Solutions.pdf

3.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Normalization_Essentials_Cheat_Sheet.pdf

2.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Normalization_Weather_Production_Calculator.xlsx

20 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Weather and Production Dependency (Description).html

2.0 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Weather and Production Dependency.mp4

19 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. Weather_Normalization_Degree_Days_Guide.pdf

2.9 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/15. normalization_inputs.csv

6.4 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Feature Engineering and Machine Learning (Description).html

2.4 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Feature Engineering and Machine Learning.mp4

40 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Feature_Engineering_Checklist_Printable.pdf

3.0 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Feature_Engineering_Planner_and_Catalog.xlsx

6.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Feature_Engineering_Playbook_for_Energy_ML.pdf

3.7 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. MiniLab_Feature_Engineering_Energy_Template.ipynb.bin

4.6 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. Mini_Exercise_Feature_Engineering_Energy_with_Solutions.pdf

3.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/16. energy_data.csv

120 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/17. Hands On Feature Engineering (Description).html

1.5 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/17. Hands On Feature Engineering.mp4

118 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/18. Bonus Unloking Energy Saving with Data (Description).html

1.8 kB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/18. Bonus Unloking Energy Saving with Data.mp4

145 MB

~Get Your Files Here !/2 - Understanding Energy Data for Machine Learning/9. Note On Attachements.mp4

27 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. -Introduction & Learning Path (Description).html

1.2 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. -Introduction & Learning Path.mp4

18 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. 3-Python & Data Engineering for Energy - Module 3.pdf

1.2 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. Module3_Energy_Data_Pipeline_Checklist.xlsx

6.8 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. Module3_MiniLab_Python_TimeSeries_Energy_Template.ipynb.bin

5.1 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. Module3_Pandas_TimeSeries_Cheat_Sheet.pdf

2.5 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. Module3_Python_Data_Engineering_for_Energy_Quick_Handbook.pdf

3.6 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. Module3_Quiz_Python_TimeSeries_Cleaning_Features_with_Solutions.pdf

3.8 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/19. your_energy_data (1).csv

154 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Industrial_Energy_Dataset_Structure_Schema_and_Pitfalls.pdf

3.1 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. MiniLab_Slides3-4_Python_Energy_and_Dataset_Structure.ipynb.bin

4.0 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Python In Energy Industry (Description).html

2.3 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Python In Energy Industry.mp4

44 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Python_in_Energy_Toolkit_Map.pdf

3.2 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Streaming_and_Storage_Quick_Guide_for_Energy_Data.pdf

2.5 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. Video_Slides3-4_Ingestion_and_Validation_Checklist.xlsx

5.6 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/20. energy.csv

477 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/21. Hands on Data Set Energy.mp4

22 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. MiniLab_Slides5-6_Pandas_TimeSeries_Energy_DETAILED.ipynb.bin

7.7 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. Pandas Fundamental & Time Series Handling (Description).html

2.2 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. Pandas Fundamental & Time Series Handling.mp4

48 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. Slides5-6_Pandas_TimeSeries_Command_Reference_and_Practice.xlsx

6.8 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. Slides5-6_Pandas_and_TimeSeries_Deep_Handbook.pdf

5.9 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. Slides5-6_Quiz_Pandas_TimeSeries_for_Energy_with_Solutions.pdf

3.8 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/22. sample_energy_dataset_hourly_1year.csv

533 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Data Cleaning &Feature Engineering (Description).html

2.4 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Data Cleaning &Feature Engineering.mp4

94 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Data_Quality_Report_Template_Energy.xlsx

7.3 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Feature_Engineering_Catalog_and_Planner_Energy.xlsx

6.6 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. MiniLab_Slides7-8_Cleaning_and_Feature_Engineering_Energy_END2END.ipynb.bin

8.0 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Slides7-8_Data_Cleaning_and_Feature_Engineering_DEEP_Handbook.pdf

5.3 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. Slides7-8_Quiz_Cleaning_and_Features_Energy_with_Solutions.pdf

4.2 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. practice_cumulative_meter_with_rollover.csv

79 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/23. practice_energy_interval_dataset_dirty.csv

412 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. MiniLab_Time_Aware_Splits_Energy_3_Methods.ipynb.bin

5.1 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. Time_Aware_Split_Planner_and_Leakage_Checklist.xlsx

6.7 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. Time_Aware_Split_Quiz_with_Solutions.pdf

3.5 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. Time_Aware_Validation_Playbook_Energy.pdf

4.2 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. Train Test Split (Description).html

1.9 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. Train Test Split.mp4

27 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/24. practice_timeseries_regime_change_hourly.csv

158 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Critical Learning & Best practices (Description).html

1.7 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Critical Learning & Best practices.mp4

34 MB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Module3_MiniProject_7Day_Roadmap.pdf

2.3 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Module3_Production_Readiness_Checklist.xlsx

5.7 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Module3_Resource_Pack_Key_Takeaways_Next_Steps.txt

895 B

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Module3_WrapUp_Handbook_Key_Takeaways_and_Next_Steps.pdf

4.4 kB

~Get Your Files Here !/3 - Python & Data Engineering for Energy/25. Module3_WrapUp_Quiz_with_Solutions.pdf

2.8 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. 4-Machine Learning Foundations for Engineers.pdf

1.4 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Introduction Machine Learning (Description).html

1.4 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Introduction Machine Learning.mp4

19 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. MiniLab_Module4_ML_Foundations_Regression_Classification_Validation.ipynb.bin

4.6 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Module4_Bias_Variance_Overfit_Worksheet.xlsx

6.9 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Module4_ML_Foundations_Quiz_with_Solutions.pdf

3.7 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Module4_ML_Foundations_for_Engineers_DEEP_Handbook (1).pdf

4.7 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Module4_ML_Foundations_for_Engineers_DEEP_Handbook.pdf

4.7 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. Module4_Model_Selection_and_Metrics_Cheat_Sheet.pdf

2.9 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/26. practice_engineering_ml_foundations_dataset.csv

91 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. MiniLab_Supervised_vs_Unsupervised_Energy.ipynb.bin

5.0 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Supervised & Unsupervised Learning (Description).html

1.9 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Supervised & Unsupervised Learning.mp4

75 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Supervised_vs_Unsupervised_Energy_Engineering_Deep_Handout.pdf

5.1 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Supervised_vs_Unsupervised_Paradigm_Selection_Matrix.xlsx

6.3 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Supervised_vs_Unsupervised_Quiz_with_Solutions.pdf

3.5 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. Suppervised vs unsuppervised.png

2.5 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/27. practice_supervised_unsupervised_energy_dataset.csv

126 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. MiniLab_Regression_vs_Classification_Wind_Energy.ipynb.bin

3.5 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression Vs Classification (Description).html

1.6 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression Vs Classification.mp4

36 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression vs Clustring.png

2.5 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression_Classification_Metrics_Calculator.xlsx

12 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression_vs_Classification_Energy_Engineering_Deep_Handout.pdf

4.3 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. Regression_vs_Classification_Quiz_with_Solutions.pdf

3.3 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/28. practice_regression_classification_wind_energy_dataset.csv

92 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/29. Hands on Supervised and Unsupervised Learning Loading Data (Description).html

758 B

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/29. Hands on Supervised and Unsupervised Learning Loading Data.mp4

58 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/30. Hands on Supervised and Unsupervised Learning-Supervised Regression.mp4

54 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/31. Hands on Supervised and Usupervised Learning -Supervised Classification.mp4

54 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/32. Hands on Supervised and Unsupervised Learning - Unsupervised Clustring.mp4

59 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. Learning_Curves_Diagnosis_Workbook.xlsx

6.7 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. MiniLab_Overfitting_Underfitting_Learning_Curves.ipynb.bin

4.8 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. Overfitting Underfitting (Description).html

1.6 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. Overfitting Underfitting.mp4

41 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. Overfitting_Underfitting_Quiz_with_Solutions.pdf

3.3 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. Overfitting_vs_Underfitting_Deep_Handout_Energy_Engineering.pdf

4.2 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/33. practice_overfit_underfit_energy_dataset.csv

908 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. Cross_Validation_Planner_and_GoNoGo.xlsx

6.2 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. MiniLab_Model_Validation_CrossValidation_Metrics.ipynb.bin

3.5 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. Model Validation Principles (Description).html

1.8 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. Model Validation Principles.mp4

48 MB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. Model_Validation_Principles_Deep_Handout.pdf

4.3 kB

~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/34. Model_Validation_Principles_Quiz_with_Solutions.pdf

3.4 kB

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/35. Time Aware Validation Why Standard Cv Fails (Description).html

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/37. WalkForward_Validation_Planner.xlsx

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/37. practice_walk_forward_validation_solar_forecasting_dataset.csv

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/38. Energy_Forecasting_Features_and_Peak_Metrics_Workbook.xlsx

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/39. Module4_Engineering_Validation_and_Leakage_Checklist.xlsx

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/39. Module4_WrapUp_Six_Key_Takeaways_OnePager.pdf

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~Get Your Files Here !/4 - Machine Learning Foundations for Engineers/39. Summary And Keys Takeways.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/40. 5-Predictive Modeling for Energy - Module 5.pdf

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/40. practice_module5_predictive_modeling_energy_dataset.csv

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/42. MiniLab_Slide4_Feature_Selection_Strategy_Premium.ipynb.bin

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/44. MiniLab_Slide6_Coefficient_Interpretation_Physical_Meaning.ipynb.bin

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/45. practice_random_forest_energy_dataset.csv

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/46. Model Comparison RMSE and R² Metrics.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/46. Slide8_Evaluation_Dashboard.xlsx

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/46. Slide8_MiniLab_Model_Comparison.ipynb.bin

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/46. Slide8_Practice_Model_Comparison_Dataset.csv

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/46. Slide8_Python_Evaluation_Template.pdf

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/47. Hands On Predective Modeling.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/48. Hands On Predictive Modeling Part 2.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/49. Hands On predictive Modeling Part 3.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/50. Hands On Predictive Modeling Part 4.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/51. Hands on Predictive Modeling Part 5.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/52. Hands On Predictive Modeling Part 6.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/53. Hands On Predictive Modeling Part 7.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/54. Hands On Predictive Modeling Part 8.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/55. Hands On Predictive Modeling Part9.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/56. Residual Analysis Diagnosing Model Performance (Description).html

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/56. Residual Analysis Diagnosing Model Performance.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/56. Slide9_MiniLab_Residual_Analysis.ipynb.bin

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/56. Slide9_Residual_Analysis_Dashboard.xlsx

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/56. Slide9_Residual_Analysis_Quiz_with_Solutions.pdf

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/57. Model Robustness Cross-Validation & Generalization.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/57. Slide10_Robustness_CV_Generalization_Dashboard.xlsx

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/58. Key Takeaways & Implementation Roadmap.mp4

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/58. Slide11_Implementation_Roadmap_and_Deployment_Checklist (1).xlsx

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~Get Your Files Here !/5 - Predictive Modeling for Energy Efficiency/58. Slide11_Implementation_Roadmap_and_Deployment_Checklist.xlsx

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 1-MiniLab_Monitoring_Setup.ipynb.bin

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 5_Contamination_Selection_Deep_Handbook.pdf

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 5_MiniLab_SPC_Charts_and_Western_Electric_Rules.ipynb.bin

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 6_Drift_RollingKPI_Practice_Dataset.csv

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 6_RollingKPI_Drift_Dashboard_and_Runbook.xlsx

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. 9_Anomaly_Operations_Runbook_and_WorkOrder_Templates.xlsx

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~Get Your Files Here !/6 - Advanced Monitoring Techniques/59. Advanced Monitoring Techniques in Industrial AI (Description).html

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239 MB

~Get Your Files Here !/Bonus Resources.txt

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