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

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~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4 9.22 MB
~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4.jpg 160.27 KB
~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.srt 3.46 KB
~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.mp4 20.44 MB
~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.srt 9.26 KB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp4 33.07 MB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.srt 13.65 KB
~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.mp4 24.19 MB
~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.srt 9.24 KB
~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.mp4 50.38 MB
~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.srt 6.61 KB
~Get Your Files Here !/10. Boosted Trees/10.1 Boosted Tree Hyperparameters.html 189 B
~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.mp4 38.83 MB
~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.srt 4.61 KB
~Get Your Files Here !/10. Boosted Trees/12. Quiz 4.html 169 B
~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.mp4 13.39 MB
~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.srt 7.08 KB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp4 20.71 MB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.srt 7.89 KB
~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.mp4 28.10 MB
~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.srt 11.68 KB
~Get Your Files Here !/10. Boosted Trees/4.1 DART.html 121 B
~Get Your Files Here !/10. Boosted Trees/4.2 XgBoost parameters.html 144 B
~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.mp4 39.16 MB
~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.srt 11.89 KB
~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.mp4 53.50 MB
~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.srt 6.73 KB
~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.mp4 23.28 MB
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~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.mp4 105.64 MB
~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.srt 9.99 KB
~Get Your Files Here !/10. Boosted Trees/8.2 Date Functions.html 137 B
~Get Your Files Here !/10. Boosted Trees/8.3 Geography Functions in BigQuery.html 142 B
~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.mp4 67.24 MB
~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.srt 9.08 KB
~Get Your Files Here !/10. Boosted Trees/9.1 Boosted Tree Hyperparameters.html 189 B
~Get Your Files Here !/10. Boosted Trees/Boosted tree/Data definition.txt 1.32 KB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/EDA.txt 1.49 KB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/create model.txt 1.23 KB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/house_sales.csv 2.15 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.mp4 11.22 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.srt 3.66 KB
~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.mp4 18.32 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.srt 5.52 KB
~Get Your Files Here !/11. Model management Operations in BigQuery/2.1 bq operations.txt 560 B
~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.mp4 28.73 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.srt 8.63 KB
~Get Your Files Here !/11. Model management Operations in BigQuery/3.1 bq operations.txt 560 B
~Get Your Files Here !/11. Model management Operations in BigQuery/3.2 Export model formats.html 152 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.mp4 22.28 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.srt 8.25 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/10. Other Options in DNN.html 435 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.mp4 47.70 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.srt 7.31 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/11.2 Use case link.html 145 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.mp4 43.11 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.srt 7.51 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/12.1 DNN query.txt 424 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/13. Quiz.html 169 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/14. Assignment - DNN.html 173 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.mp4 31.42 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.srt 11.93 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.mp4 26.74 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.srt 9.79 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.mp4 30.48 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.srt 11.57 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.mp4 19.62 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.srt 8.00 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.mp4 14.64 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.srt 4.73 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.mp4 22.65 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.srt 7.28 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.mp4 24.63 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.srt 7.66 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.mp4 23.17 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.srt 6.40 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/DS_Store 6.00 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/README.txt 6.16 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/activity_labels.txt 80 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features.txt 15.42 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features_info.txt 2.74 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_x_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_y_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_z_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_x_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_y_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_z_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_x_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_y_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_z_test.txt 5.76 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/X_test.txt 25.23 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/subject_test.txt 7.75 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/y_test.txt 5.76 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_x_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_y_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_z_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_x_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_y_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_z_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_x_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_y_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_z_train.txt 14.37 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/X_train.txt 62.95 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/subject_train.txt 19.68 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/y_train.txt 14.36 KB
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_.DS_Store 120 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_README.txt 605 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_activity_labels.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_features.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_features_info.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_test 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/_train 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_x_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_y_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_acc_z_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_x_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_y_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_body_gyro_z_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_x_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_y_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/Inertial Signals/_total_acc_z_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_Inertial Signals 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_X_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_subject_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/test/_y_test.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_x_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_y_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_acc_z_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_x_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_y_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_body_gyro_z_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_x_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_y_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/Inertial Signals/_total_acc_z_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_Inertial Signals 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_X_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_subject_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/UCI HAR Dataset/train/_y_train.txt 226 B
~Get Your Files Here !/12. Deep Neural Network (DNN)/__MACOSX/_UCI HAR Dataset 226 B
~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.mp4 8.04 MB
~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.srt 3.51 KB
~Get Your Files Here !/13. BigQuery ML Pricing/1.1 BigQuery ML pricing.html 105 B
~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.mp4 19.66 MB
~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.srt 6.90 KB
~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.mp4 27.72 MB
~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.srt 8.99 KB
~Get Your Files Here !/13. BigQuery ML Pricing/3.1 Trial slots form.html 166 B
~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.mp4 24.02 MB
~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.srt 8.70 KB
~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.mp4 30.51 MB
~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.srt 5.92 KB
~Get Your Files Here !/13. BigQuery ML Pricing/5.1 BigQuery ML Pricing.html 105 B
~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.mp4 29.00 MB
~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.srt 4.48 KB
~Get Your Files Here !/13. BigQuery ML Pricing/6.1 Pricing.txt 212 B
~Get Your Files Here !/13. BigQuery ML Pricing/7. Quiz - Pricing.html 169 B
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .mp4 15.46 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .srt 5.65 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.mp4 73.05 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.srt 10.86 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/11. ARIMA+ Example - Inferencing Functions.mp4 57.78 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/12. ARIMA+ Example - Model Explainability.mp4 44.72 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.mp4 14.78 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.srt 4.72 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.mp4 12.30 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.srt 5.11 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.mp4 27.55 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.srt 10.73 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.mp4 31.16 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.srt 10.31 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.mp4 31.17 MB
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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.mp4 19.73 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.srt 5.18 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.mp4 51.00 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.srt 6.08 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp4 63.75 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.srt 8.88 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/Istanbul Weather Data.csv 290.20 KB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/arima queries.txt 2.31 KB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp4 11.33 MB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.srt 1.58 KB
~Get Your Files Here !/15. Additional Learnings/1.1 Google cloud SDK.html 102 B
~Get Your Files Here !/16. BONUS/1. Bonus.mp4 19.39 MB
~Get Your Files Here !/16. BONUS/1. Bonus.srt 4.04 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.mp4 19.21 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.srt 6.94 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.mp4 37.24 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.srt 11.38 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp4 27.90 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.srt 9.42 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.mp4 19.51 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.srt 5.90 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.mp4 20.79 MB
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~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4 61.14 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.srt 8.61 KB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6.1 Supported models in BigQuery ML.html 135 B
~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.mp4 3.90 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.srt 2.26 KB
~Get Your Files Here !/3. BigQuery Basics - Crash course/2. Setup a GCP account.html 1.18 KB
~Get Your Files Here !/3. BigQuery Basics - Crash course/3. Important Note.html 593 B
~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.mp4 31.06 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.srt 6.37 KB
~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.mp4 29.54 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.srt 5.60 KB
~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.mp4 27.54 MB
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~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4 52.78 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.srt 11.27 KB
~Get Your Files Here !/3. BigQuery Basics - Crash course/8. Assignment - Create Table.html 173 B
~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.mp4 30.42 MB
~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.srt 8.28 KB
~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.mp4 20.03 MB
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~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp4 13.59 MB
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~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp4 17.75 MB
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~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp4 34.27 MB
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~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.mp4 67.36 MB
~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.srt 12.25 KB
~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.mp4 27.03 MB
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~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4 52.23 MB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).srt 9.78 KB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4 57.80 MB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.srt 7.45 KB
~Get Your Files Here !/4. Linear Regression/18. ML.TRAINING_INFO Function.html 1004 B
~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).mp4 48.61 MB
~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).srt 7.65 KB
~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.mp4 23.48 MB
~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.srt 5.77 KB
~Get Your Files Here !/4. Linear Regression/20. Quiz 1.html 169 B
~Get Your Files Here !/4. Linear Regression/21. Assignment - Linear regression.html 173 B
~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.mp4 44.10 MB
~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.srt 10.13 KB
~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.mp4 16.23 MB
~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.srt 4.26 KB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp4 38.96 MB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.srt 7.15 KB
~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.mp4 33.16 MB
~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.srt 9.31 KB
~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.mp4 10.55 MB
~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.srt 5.68 KB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp4 17.82 MB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.srt 8.17 KB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp4 13.98 MB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.srt 4.81 KB
~Get Your Files Here !/4. Linear Regression/Linear regression/Linear regression.txt 1.15 KB
~Get Your Files Here !/4. Linear Regression/Linear regression/USA_Housing_train.csv 583.92 KB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_eval_final.csv 65.39 KB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_evaluate.csv 39.39 KB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_predict.csv 45.92 KB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .mp4 7.56 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .srt 3.92 KB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.mp4 40.25 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.srt 12.34 KB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2.1 Hyperparameter Tuning in Bigquery.html 189 B
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.mp4 44.80 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.srt 7.00 KB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/4. ML.TRIAL_INFO Function.html 1.24 KB
~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .mp4 11.04 MB
~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .srt 5.82 KB
~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.mp4 51.30 MB
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~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp4 17.76 MB
~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.srt 3.45 KB
~Get Your Files Here !/6. Model Explainability Functions/4. List of functions supported by all models.html 457 B
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/Linear regression.txt 1.15 KB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/USA_Housing_train.csv 583.92 KB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_eval_final.csv 65.39 KB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_evaluate.csv 39.39 KB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_predict.csv 45.92 KB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp4 19.22 MB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .srt 4.64 KB
~Get Your Files Here !/7. Logistic regression/10. Quiz 2.html 169 B
~Get Your Files Here !/7. Logistic regression/11. Assignment - Logistic regression.html 173 B
~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.mp4 14.83 MB
~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.srt 5.66 KB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp4 40.26 MB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.srt 5.29 KB
~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.mp4 24.38 MB
~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.srt 2.87 KB
~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.mp4 30.74 MB
~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.srt 10.06 KB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp4 30.18 MB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.srt 11.14 KB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp4 39.18 MB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.srt 4.70 KB
~Get Your Files Here !/7. Logistic regression/7.1 Queries.txt 2.60 KB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp4 35.44 MB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).srt 4.18 KB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp4 11.32 MB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.srt 3.23 KB
~Get Your Files Here !/7. Logistic regression/Logistic regression/Queries.txt 2.60 KB
~Get Your Files Here !/7. Logistic regression/Logistic regression/weatherAUS.csv 14.82 MB
~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.mp4 46.32 MB
~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.srt 13.51 KB
~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.mp4 69.15 MB
~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.srt 11.68 KB
~Get Your Files Here !/8. Feature Pre-processing/2.1 manual feature preprocessing.txt 702 B
~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.mp4 22.73 MB
~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.srt 3.42 KB
~Get Your Files Here !/8. Feature Pre-processing/3.1 manual feature preprocessing.txt 702 B
~Get Your Files Here !/8. Feature Pre-processing/4. FEATURE_INFO Function.html 1.53 KB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp4 19.04 MB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.srt 5.80 KB
~Get Your Files Here !/9. K-means Clustering/10. Quiz 3.html 169 B
~Get Your Files Here !/9. K-means Clustering/11. Assignment - Kmeans Clustering.html 173 B
~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.mp4 14.78 MB
~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.srt 6.21 KB
~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.mp4 12.09 MB
~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.srt 5.12 KB
~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.mp4 16.05 MB
~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.srt 4.36 KB
~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.mp4 28.63 MB
~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.srt 9.85 KB
~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.mp4 68.94 MB
~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.srt 9.09 KB
~Get Your Files Here !/9. K-means Clustering/6.1 K-means Queries.txt 1.13 KB
~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.mp4 56.21 MB
~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.srt 6.90 KB
~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.mp4 41.39 MB
~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.srt 4.57 KB
~Get Your Files Here !/9. K-means Clustering/8.1 K-means Queries.txt 1.13 KB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp4 56.52 MB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.srt 6.51 KB
~Get Your Files Here !/Bonus Resources.txt 386 B
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