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[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery
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2022-5-22 14:52
2024-8-5 23:08
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Udemy
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BigQuery
ML
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Machine
Learning
in
Google
Cloud
with
BigQuery
文件列表
~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/2. GCP vs AWS vs Azure - Why choose GCP.mp4
20.44MB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp4
33.07MB
~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/10. Boosted Tree Example - Hyperparameter Tuning.mp4
50.38MB
~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.mp4
38.83MB
~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.mp4
13.39MB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp4
20.71MB
~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/5. Options in Create model query - Part 2.mp4
39.16MB
~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/7. Boosted Tree Example - Feature Engineering Part 1.mp4
23.28MB
~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/9. Boosted Tree Example - Create model.mp4
67.24MB
~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/2. Operations on Models - Part 1.mp4
18.32MB
~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.mp4
28.73MB
~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)/11. DNN Example Use Case.mp4
47.7MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.mp4
43.11MB
~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)/3. DNN working explained.mp4
26.74MB
~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)/5. Activation Functions - RELU.mp4
19.62MB
~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)/7. Dropout technique to avoid Overfitting.mp4
22.65MB
~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)/9. Optimizer in DNN.mp4
23.17MB
~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/2. What is Flat rate pricing model.mp4
19.66MB
~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/4. Reservations.mp4
24.02MB
~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.mp4
30.51MB
~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.mp4
29MB
~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/10. ARIMA+ Example - Evaluation.mp4
73.05MB
~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/3. Stationarity in Time series.mp4
12.3MB
~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/5. Moving Average (MA) in ARIMA.mp4
31.16MB
~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/7. ARIMA+ Options - Part 2.mp4
19.73MB
~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/9. ARIMA+ Example - Create Model.mp4
63.75MB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp4
11.33MB
~Get Your Files Here !/16. BONUS/1. Bonus.mp4
19.39MB
~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/2. Conventional ML challenges and How Big query is addressing them.mp4
37.24MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp4
27.9MB
~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/5. LifecycleWorkflow of a BigQuery ML Project.mp4
20.79MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4
61.14MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.mp4
3.9MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.mp4
31.06MB
~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/6. Create a Dataset.mp4
27.54MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4
52.78MB
~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.mp4
30.42MB
~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.mp4
20.03MB
~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp4
13.59MB
~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp4
17.75MB
~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp4
34.27MB
~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/15. Exploring Model details.mp4
27.03MB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4
52.23MB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4
57.8MB
~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).mp4
48.61MB
~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.mp4
23.48MB
~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/4. Limitations of Create model query.mp4
16.23MB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp4
38.96MB
~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.mp4
33.16MB
~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.mp4
10.55MB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp4
17.82MB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp4
13.98MB
~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/2. Hyperparameter Tuning Options in BigQuery.mp4
40.25MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.mp4
44.8MB
~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/2. Model Explainability Functions in BigQuery.mp4
51.3MB
~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp4
17.76MB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp4
19.22MB
~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.mp4
14.83MB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp4
40.26MB
~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/5. Evaluation metrics Fundamentals explained.mp4
30.74MB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp4
30.18MB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp4
39.18MB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp4
35.44MB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp4
11.32MB
~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.mp4
46.32MB
~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/3. Manual Feature Pre-processing - Part 2.mp4
22.73MB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp4
19.04MB
~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.mp4
14.78MB
~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/4. Applications of K-means algorithm.mp4
16.05MB
~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/6. K-means Example in BigQuery - Create model.mp4
68.94MB
~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/8. K-means Example in BigQuery - Prediction.mp4
41.39MB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp4
56.52MB
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