[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery番号下载_[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery番号下载_[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery下载

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

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种子名称： [ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery
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文件数目： 104个文件
文件大小： 3.2 GB
收录时间： 2022-5-22 14:52
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最近下载： 2024-6-17 07:14

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

~Get Your Files Here !/1. Introduction to GCP/1. Introduction to Google Cloud Platform.mp49.22MB

~Get Your Files Here !/1. Introduction to GCP/2. GCP vs AWS vs Azure - Why choose GCP.mp420.44MB

~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp433.07MB

~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.mp424.19MB

~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.mp450.38MB

~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.mp438.83MB

~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.mp413.39MB

~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp420.71MB

~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.mp428.1MB

~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.mp439.16MB

~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.mp453.5MB

~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.mp423.28MB

~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.mp4105.64MB

~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.mp467.24MB

~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.mp411.22MB

~Get Your Files Here !/11. Model management Operations in BigQuery/2. Operations on Models - Part 1.mp418.32MB

~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.mp428.73MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/1. What is Artificial Neural Network.mp422.28MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/11. DNN Example Use Case.mp447.7MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/12. DNN Example Implementation in BigQuery ML.mp443.11MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.mp431.42MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.mp426.74MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.mp430.48MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.mp419.62MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.mp414.64MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/7. Dropout technique to avoid Overfitting.mp422.65MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/8. HIDDEN_UNITS Option.mp424.63MB

~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.mp423.17MB

~Get Your Files Here !/13. BigQuery ML Pricing/1. Free operations in BigQuery ML.mp48.04MB

~Get Your Files Here !/13. BigQuery ML Pricing/2. What is Flat rate pricing model.mp419.66MB

~Get Your Files Here !/13. BigQuery ML Pricing/3. Costs involved in Flat rate pricing model.mp427.72MB

~Get Your Files Here !/13. BigQuery ML Pricing/4. Reservations.mp424.02MB

~Get Your Files Here !/13. BigQuery ML Pricing/5. BigQuery ML On-demand pricing model.mp430.51MB

~Get Your Files Here !/13. BigQuery ML Pricing/6. Calculate price for Create Model query.mp429MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/1. What is Time series Forecasting .mp415.46MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/10. ARIMA+ Example - Evaluation.mp473.05MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/11. ARIMA+ Example - Inferencing Functions.mp457.78MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/12. ARIMA+ Example - Model Explainability.mp444.72MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/2. Components of Time series.mp414.78MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/3. Stationarity in Time series.mp412.3MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/4. Auto regression (AR) in ARIMA.mp427.55MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/5. Moving Average (MA) in ARIMA.mp431.16MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.mp431.17MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/7. ARIMA+ Options - Part 2.mp419.73MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.mp451MB

~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp463.75MB

~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp411.33MB

~Get Your Files Here !/16. BONUS/1. Bonus.mp419.39MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/1. What is BigQuery ML.mp419.21MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/2. Conventional ML challenges and How Big query is addressing them.mp437.24MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp427.9MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/4. Advantages of BigQuery ML.mp419.51MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/5. LifecycleWorkflow of a BigQuery ML Project.mp420.79MB

~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp461.14MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.mp43.9MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/4. Create a Project.mp431.06MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/5. BigQuery UI Tour.mp429.54MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.mp427.54MB

~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp452.78MB

~Get Your Files Here !/4. Linear Regression/1. What is Linear regression - Part 1.mp430.42MB

~Get Your Files Here !/4. Linear Regression/10. Gradient Descent Optimize Strategy.mp420.03MB

~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp413.59MB

~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp417.75MB

~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp434.27MB

~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.mp467.36MB

~Get Your Files Here !/4. Linear Regression/15. Exploring Model details.mp427.03MB

~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp452.23MB

~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp457.8MB

~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).mp448.61MB

~Get Your Files Here !/4. Linear Regression/2. What is Linear regression - Part 2.mp423.48MB

~Get Your Files Here !/4. Linear Regression/3. High-level view of Create Model query.mp444.1MB

~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.mp416.23MB

~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp438.96MB

~Get Your Files Here !/4. Linear Regression/6. Basic Options in Create model query.mp433.16MB

~Get Your Files Here !/4. Linear Regression/7. Overfitting problem.mp410.55MB

~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp417.82MB

~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp413.98MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/1. What is Hyperparameter Tuning .mp47.56MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/2. Hyperparameter Tuning Options in BigQuery.mp440.25MB

~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.mp444.8MB

~Get Your Files Here !/6. Model Explainability Functions/1. Why Model Explainability is important .mp411.04MB

~Get Your Files Here !/6. Model Explainability Functions/2. Model Explainability Functions in BigQuery.mp451.3MB

~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp417.76MB

~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp419.22MB

~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.mp414.83MB

~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp440.26MB

~Get Your Files Here !/7. Logistic regression/4. Model Training - Write Create model Query for Logistic regression.mp424.38MB

~Get Your Files Here !/7. Logistic regression/5. Evaluation metrics Fundamentals explained.mp430.74MB

~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp430.18MB

~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp439.18MB

~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp435.44MB

~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp411.32MB

~Get Your Files Here !/8. Feature Pre-processing/1. Automatic Feature Pre-processing.mp446.32MB

~Get Your Files Here !/8. Feature Pre-processing/2. Manual Feature Pre-processing - Part 1.mp469.15MB

~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.mp422.73MB

~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp419.04MB

~Get Your Files Here !/9. K-means Clustering/2. K-means algorithm working.mp414.78MB

~Get Your Files Here !/9. K-means Clustering/3. Advantages & Disadvantages of K-means.mp412.09MB

~Get Your Files Here !/9. K-means Clustering/4. Applications of K-means algorithm.mp416.05MB

~Get Your Files Here !/9. K-means Clustering/5. Options in Create model query.mp428.63MB

~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.mp468.94MB

~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.mp456.21MB

~Get Your Files Here !/9. K-means Clustering/8. K-means Example in BigQuery - Prediction.mp441.39MB

~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp456.52MB