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[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery
- Date: 2026-05-15
- Size: 3.5 GB
- Files: 331
File Name
Size
Get Bonus Downloads Here.url
182 B
~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4
9.2 MB
~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp4.jpg
160 kB
~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.srt
3.5 kB
~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.mp4
20 MB
~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.srt
9.3 kB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp4
33 MB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.srt
14 kB
~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.mp4
24 MB
~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.srt
9.2 kB
~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.mp4
50 MB
~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.srt
6.6 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
39 MB
~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.srt
4.6 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 MB
~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.srt
7.1 kB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp4
21 MB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.srt
7.9 kB
~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.mp4
28 MB
~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.srt
12 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 MB
~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.srt
12 kB
~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.mp4
54 MB
~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.srt
6.7 kB
~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.mp4
23 MB
~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.srt
4.0 kB
~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.mp4
106 MB
~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.srt
10 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 MB
~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.srt
9.1 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
1.3 kB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/EDA.txt
1.5 kB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/create model.txt
1.2 kB
~Get Your Files Here !/10. Boosted Trees/Boosted tree/house_sales.csv
2.1 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.mp4
11 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.srt
3.7 kB
~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.mp4
18 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.srt
5.5 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
29 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.srt
8.6 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 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.srt
8.3 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
48 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.srt
7.3 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 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.srt
7.5 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 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.srt
12 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.mp4
27 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.srt
9.8 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.mp4
30 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.srt
12 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.mp4
20 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.srt
8.0 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.mp4
15 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.srt
4.7 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.mp4
23 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.srt
7.3 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.mp4
25 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.srt
7.7 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.mp4
23 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.srt
6.4 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/DS_Store
6.0 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/README.txt
6.2 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 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features_info.txt
2.7 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_x_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_y_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_acc_z_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_x_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_y_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/body_gyro_z_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_x_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_y_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/Inertial Signals/total_acc_z_test.txt
5.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/X_test.txt
25 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/subject_test.txt
7.7 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/y_test.txt
5.8 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_x_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_y_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_z_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_x_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_y_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_z_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_x_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_y_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/total_acc_z_train.txt
14 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/X_train.txt
63 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/subject_train.txt
20 kB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/y_train.txt
14 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
8.0 MB
~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.srt
3.5 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
20 MB
~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.srt
6.9 kB
~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.mp4
28 MB
~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.srt
9.0 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 MB
~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.srt
8.7 kB
~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.mp4
30 MB
~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.srt
5.9 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 MB
~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.srt
4.5 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
16 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .srt
5.7 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.mp4
73 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.srt
11 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/11. ARIMA+ Example - Inferencing Functions.mp4
58 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/12. ARIMA+ Example - Model Explainability.mp4
45 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.mp4
15 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.srt
4.7 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.mp4
12 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.srt
5.1 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.mp4
28 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.srt
11 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.mp4
31 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.srt
10 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.mp4
31 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.srt
9.0 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.mp4
20 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.srt
5.2 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.mp4
51 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.srt
6.1 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp4
64 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.srt
8.9 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/Istanbul Weather Data.csv
290 kB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/ARIMA+/arima queries.txt
2.3 kB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp4
11 MB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.srt
1.6 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 MB
~Get Your Files Here !/16. BONUS/1. Bonus.srt
4.0 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.mp4
19 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.srt
6.9 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.mp4
37 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.srt
11 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp4
28 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.srt
9.4 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.mp4
20 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.srt
5.9 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.mp4
21 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.srt
7.4 kB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4
61 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.srt
8.6 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
3.9 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.srt
2.3 kB
~Get Your Files Here !/3. BigQuery Basics - Crash course/2. Setup a GCP account.html
1.2 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 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.srt
6.4 kB
~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.mp4
30 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.srt
5.6 kB
~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.mp4
28 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.srt
6.8 kB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4
53 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.srt
11 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 MB
~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.srt
8.3 kB
~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.mp4
20 MB
~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.srt
10 kB
~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp4
14 MB
~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.srt
4.4 kB
~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp4
18 MB
~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.srt
6.4 kB
~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp4
34 MB
~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.srt
12 kB
~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.mp4
67 MB
~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.srt
12 kB
~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.mp4
27 MB
~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.srt
4.6 kB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4
52 MB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).srt
9.8 kB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4
58 MB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.srt
7.5 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
49 MB
~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).srt
7.7 kB
~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.mp4
24 MB
~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.srt
5.8 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 MB
~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.srt
10 kB
~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.mp4
16 MB
~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.srt
4.3 kB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp4
39 MB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.srt
7.1 kB
~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.mp4
33 MB
~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.srt
9.3 kB
~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.mp4
11 MB
~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.srt
5.7 kB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp4
18 MB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.srt
8.2 kB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp4
14 MB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.srt
4.8 kB
~Get Your Files Here !/4. Linear Regression/Linear regression/Linear regression.txt
1.2 kB
~Get Your Files Here !/4. Linear Regression/Linear regression/USA_Housing_train.csv
584 kB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_eval_final.csv
65 kB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_evaluate.csv
39 kB
~Get Your Files Here !/4. Linear Regression/Linear regression/usa_housing_predict.csv
46 kB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .mp4
7.6 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .srt
3.9 kB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.mp4
40 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.srt
12 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
45 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.srt
7.0 kB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/4. ML.TRIAL_INFO Function.html
1.2 kB
~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .mp4
11 MB
~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .srt
5.8 kB
~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.mp4
51 MB
~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.srt
7.4 kB
~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp4
18 MB
~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.srt
3.4 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
1.2 kB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/USA_Housing_train.csv
584 kB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_eval_final.csv
65 kB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_evaluate.csv
39 kB
~Get Your Files Here !/6. Model Explainability Functions/Linear regression/usa_housing_predict.csv
46 kB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp4
19 MB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .srt
4.6 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
15 MB
~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.srt
5.7 kB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp4
40 MB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.srt
5.3 kB
~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.mp4
24 MB
~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.srt
2.9 kB
~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.mp4
31 MB
~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.srt
10 kB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp4
30 MB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.srt
11 kB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp4
39 MB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.srt
4.7 kB
~Get Your Files Here !/7. Logistic regression/7.1 Queries.txt
2.6 kB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp4
35 MB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).srt
4.2 kB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp4
11 MB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.srt
3.2 kB
~Get Your Files Here !/7. Logistic regression/Logistic regression/Queries.txt
2.6 kB
~Get Your Files Here !/7. Logistic regression/Logistic regression/weatherAUS.csv
15 MB
~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.mp4
46 MB
~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.srt
14 kB
~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.mp4
69 MB
~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.srt
12 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
23 MB
~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.srt
3.4 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
1.5 kB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp4
19 MB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.srt
5.8 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
15 MB
~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.srt
6.2 kB
~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.mp4
12 MB
~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.srt
5.1 kB
~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.mp4
16 MB
~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.srt
4.4 kB
~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.mp4
29 MB
~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.srt
9.8 kB
~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.mp4
69 MB
~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.srt
9.1 kB
~Get Your Files Here !/9. K-means Clustering/6.1 K-means Queries.txt
1.1 kB
~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.mp4
56 MB
~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.srt
6.9 kB
~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.mp4
41 MB
~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.srt
4.6 kB
~Get Your Files Here !/9. K-means Clustering/8.1 K-means Queries.txt
1.1 kB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp4
56 MB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.srt
6.5 kB
~Get Your Files Here !/Bonus Resources.txt
386 B