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[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery

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182B

~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4

9.22MB

~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4.jpg

160.27KB

~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.srt

3.46KB

~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.mp4

20.44MB

~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.srt

9.26KB

~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp4

33.07MB

~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.srt

13.65KB

~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.mp4

24.19MB

~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.srt

9.24KB

~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.mp4

50.38MB

~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.srt

6.61KB

~Get Your Files Here !/10. Boosted Trees/10.1 Boosted Tree Hyperparameters.html

189B

~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.mp4

38.83MB

~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.srt

4.61KB

~Get Your Files Here !/10. Boosted Trees/12. Quiz 4.html

169B

~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.mp4

13.39MB

~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.srt

7.08KB

~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp4

20.71MB

~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.srt

7.89KB

~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.mp4

28.1MB

~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.srt

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~Get Your Files Here !/10. Boosted Trees/4.1 DART.html

121B

~Get Your Files Here !/10. Boosted Trees/4.2 XgBoost parameters.html

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~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.mp4

39.16MB

~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.srt

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~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.mp4

53.5MB

~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.srt

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~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.mp4

23.28MB

~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.srt

3.98KB

~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.mp4

105.64MB

~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.srt

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~Get Your Files Here !/10. Boosted Trees/8.2 Date Functions.html

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~Get Your Files Here !/10. Boosted Trees/8.3 Geography Functions in BigQuery.html

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~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.mp4

67.24MB

~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.srt

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~Get Your Files Here !/10. Boosted Trees/9.1 Boosted Tree Hyperparameters.html

189B

~Get Your Files Here !/10. Boosted Trees/Boosted tree/Data definition.txt

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~Get Your Files Here !/10. Boosted Trees/Boosted tree/EDA.txt

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~Get Your Files Here !/10. Boosted Trees/Boosted tree/create model.txt

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~Get Your Files Here !/10. Boosted Trees/Boosted tree/house_sales.csv

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~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.mp4

11.22MB

~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.srt

3.66KB

~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.mp4

18.32MB

~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.srt

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~Get Your Files Here !/11. Model management Operations in BigQuery/2.1 bq operations.txt

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~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.mp4

28.73MB

~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.srt

8.63KB

~Get Your Files Here !/11. Model management Operations in BigQuery/3.1 bq operations.txt

560B

~Get Your Files Here !/11. Model management Operations in BigQuery/3.2 Export model formats.html

152B

~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.mp4

22.28MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.srt

8.25KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/10. Other Options in DNN.html

435B

~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.mp4

47.7MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/11.2 Use case link.html

145B

~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.mp4

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~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/12.1 DNN query.txt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/13. Quiz.html

169B

~Get Your Files Here !/12. Deep Neural Network (DNN)/14. Assignment - DNN.html

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~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.mp4

31.42MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.mp4

26.74MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.mp4

30.48MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.srt

11.57KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.mp4

19.62MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.srt

8KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.mp4

14.64MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.srt

4.73KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.mp4

22.65MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.mp4

24.63MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.mp4

23.17MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.srt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/DS_Store

6KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/README.txt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/activity_labels.txt

80B

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features.txt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features_info.txt

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~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_x_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_y_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_z_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_x_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_y_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_z_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_x_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_y_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_z_test.txt

5.76MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/X_test.txt

25.23MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/subject_test.txt

7.75KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/y_test.txt

5.76KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_x_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_y_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_z_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_x_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_y_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_z_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_x_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_y_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_z_train.txt

14.37MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/X_train.txt

62.95MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/subject_train.txt

19.68KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/y_train.txt

14.36KB

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_.DS_Store

120B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_README.txt

605B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_activity_labels.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_features.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_features_info.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_test

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_train

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_x_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_y_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_z_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_x_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_y_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_z_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_x_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_y_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_z_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_Inertial Signals

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_X_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_subject_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_y_test.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_x_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_y_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_z_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_x_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_y_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_z_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_x_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_y_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_z_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_Inertial Signals

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_X_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_subject_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_y_train.txt

226B

~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/_UCI HAR Dataset

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~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.mp4

8.04MB

~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.srt

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~Get Your Files Here !/13. BigQuery ML Pricing/1.1 BigQuery ML pricing.html

105B

~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.mp4

19.66MB

~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.srt

6.9KB

~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.mp4

27.72MB

~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.srt

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~Get Your Files Here !/13. BigQuery ML Pricing/3.1 Trial slots form.html

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~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.mp4

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~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.srt

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~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.mp4

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~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.srt

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~Get Your Files Here !/13. BigQuery ML Pricing/5.1 BigQuery ML Pricing.html

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~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.mp4

29MB

~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.srt

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~Get Your Files Here !/13. BigQuery ML Pricing/6.1 Pricing.txt

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~Get Your Files Here !/13. BigQuery ML Pricing/7. Quiz - Pricing.html

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .mp4

15.46MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.mp4

73.05MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.srt

10.86KB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/11. ARIMA+ Example - Inferencing Functions.mp4

57.78MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/12. ARIMA+ Example - Model Explainability.mp4

44.72MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.mp4

14.78MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.srt

4.72KB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.mp4

12.3MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.srt

5.11KB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.mp4

27.55MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.mp4

31.16MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.mp4

31.17MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.mp4

19.73MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.mp4

51MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.srt

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp4

63.75MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.srt

8.88KB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/Istanbul Weather Data.csv

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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/arima queries.txt

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~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp4

11.33MB

~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.srt

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~Get Your Files Here !/15. Additional Learnings/1.1 Google cloud SDK.html

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~Get Your Files Here !/16. BONUS/1. Bonus.mp4

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~Get Your Files Here !/16. BONUS/1. Bonus.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.mp4

19.21MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.mp4

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp4

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.mp4

19.51MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.mp4

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.srt

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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6.1 Supported models in BigQuery ML.html

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~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.mp4

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~Get Your Files Here !/3. BigQuery Basics - Crash course/2. Setup a GCP account.html

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~Get Your Files Here !/3. BigQuery Basics - Crash course/3. Important Note.html

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~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.mp4

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~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.srt

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~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.mp4

29.54MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.srt

5.6KB

~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.mp4

27.54MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.srt

6.82KB

~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4

52.78MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.srt

11.27KB

~Get Your Files Here !/3. BigQuery Basics - Crash course/8. Assignment - Create Table.html

173B

~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.mp4

30.42MB

~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.srt

8.28KB

~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.mp4

20.03MB

~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.srt

10.07KB

~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp4

13.59MB

~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.srt

4.42KB

~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp4

17.75MB

~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.srt

6.4KB

~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp4

34.27MB

~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.srt

11.6KB

~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.mp4

67.36MB

~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.srt

12.25KB

~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.mp4

27.03MB

~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.srt

4.57KB

~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4

52.23MB

~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).srt

9.78KB

~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4

57.8MB

~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.srt

7.45KB

~Get Your Files Here !/4. Linear Regression/18. ML.TRAINING_INFO Function.html

1004B

~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).mp4

48.61MB

~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).srt

7.65KB

~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.mp4

23.48MB

~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.srt

5.77KB

~Get Your Files Here !/4. Linear Regression/20. Quiz 1.html

169B

~Get Your Files Here !/4. Linear Regression/21. Assignment - Linear regression.html

173B

~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.mp4

44.1MB

~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.srt

10.13KB

~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.mp4

16.23MB

~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.srt

4.26KB

~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp4

38.96MB

~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.srt

7.15KB

~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.mp4

33.16MB

~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.srt

9.31KB

~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.mp4

10.55MB

~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.srt

5.68KB

~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp4

17.82MB

~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.srt

8.17KB

~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp4

13.98MB

~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.srt

4.81KB

~Get Your Files Here !/4. Linear Regression/Linear regression/Linear regression.txt

1.15KB

~Get Your Files Here !/4. Linear Regression/Linear regression/USA_Housing_train.csv

583.92KB

~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_eval_final.csv

65.39KB

~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_evaluate.csv

39.39KB

~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_predict.csv

45.92KB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .mp4

7.56MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .srt

3.92KB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.mp4

40.25MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.srt

12.34KB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2.1 Hyperparameter Tuning in Bigquery.html

189B

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.mp4

44.8MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.srt

7KB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/4. ML.TRIAL_INFO Function.html

1.24KB

~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .mp4

11.04MB

~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .srt

5.82KB

~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.mp4

51.3MB

~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.srt

7.37KB

~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp4

17.76MB

~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.srt

3.45KB

~Get Your Files Here !/6. Model Explainability Functions/4. List of functions supported by all models.html

457B

~Get Your Files Here !/6. Model Explainability Functions/Linear regression/Linear regression.txt

1.15KB

~Get Your Files Here !/6. Model Explainability Functions/Linear regression/USA_Housing_train.csv

583.92KB

~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_eval_final.csv

65.39KB

~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_evaluate.csv

39.39KB

~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_predict.csv

45.92KB

~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp4

19.22MB

~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .srt

4.64KB

~Get Your Files Here !/7. Logistic regression/10. Quiz 2.html

169B

~Get Your Files Here !/7. Logistic regression/11. Assignment - Logistic regression.html

173B

~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.mp4

14.83MB

~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.srt

5.66KB

~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp4

40.26MB

~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.srt

5.29KB

~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.mp4

24.38MB

~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.srt

2.87KB

~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.mp4

30.74MB

~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.srt

10.06KB

~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp4

30.18MB

~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.srt

11.14KB

~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp4

39.18MB

~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.srt

4.7KB

~Get Your Files Here !/7. Logistic regression/7.1 Queries.txt

2.6KB

~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp4

35.44MB

~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).srt

4.18KB

~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp4

11.32MB

~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.srt

3.23KB

~Get Your Files Here !/7. Logistic regression/Logistic regression/Queries.txt

2.6KB

~Get Your Files Here !/7. Logistic regression/Logistic regression/weatherAUS.csv

14.82MB

~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.mp4

46.32MB

~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.srt

13.51KB

~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.mp4

69.15MB

~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.srt

11.68KB

~Get Your Files Here !/8. Feature Pre-processing/2.1 manual feature preprocessing.txt

702B

~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.mp4

22.73MB

~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.srt

3.42KB

~Get Your Files Here !/8. Feature Pre-processing/3.1 manual feature preprocessing.txt

702B

~Get Your Files Here !/8. Feature Pre-processing/4. FEATURE_INFO Function.html

1.53KB

~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp4

19.04MB

~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.srt

5.8KB

~Get Your Files Here !/9. K-means Clustering/10. Quiz 3.html

169B

~Get Your Files Here !/9. K-means Clustering/11. Assignment - Kmeans Clustering.html

173B

~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.mp4

14.78MB

~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.srt

6.21KB

~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.mp4

12.09MB

~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.srt

5.12KB

~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.mp4

16.05MB

~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.srt

4.36KB

~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.mp4

28.63MB

~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.srt

9.85KB

~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.mp4

68.94MB

~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.srt

9.09KB

~Get Your Files Here !/9. K-means Clustering/6.1 K-means Queries.txt

1.13KB

~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.mp4

56.21MB

~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.srt

6.9KB

~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.mp4

41.39MB

~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.srt

4.57KB

~Get Your Files Here !/9. K-means Clustering/8.1 K-means Queries.txt

1.13KB

~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp4

56.52MB

~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.srt

6.51KB

~Get Your Files Here !/Bonus Resources.txt

386B

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