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[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery
magnet:?xt=urn:btih:d33f143bc58caed861a2a24b6c8482782eb8b4d4&dn=[ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery
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Hash值:
d33f143bc58caed861a2a24b6c8482782eb8b4d4
点击数:
157
文件大小:
3.2 GB
文件数量:
104
创建日期:
2022-5-22 14:52
最后访问:
2024-6-27 14:49
访问标签:
DevCourseWeb
com
Udemy
-
BigQuery
ML
-
Machine
Learning
in
Google
Cloud
with
BigQuery
文件列表详情
~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/2. GCP vs AWS vs Azure - Why choose GCP.mp4 20.44 MB
~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.mp4 33.07 MB
~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/10. Boosted Tree Example - Hyperparameter Tuning.mp4 50.38 MB
~Get Your Files Here !/10. Boosted Trees/11. Boosted Tree Example - Evaluation.mp4 38.83 MB
~Get Your Files Here !/10. Boosted Trees/2. Boosted Tree working explained.mp4 13.39 MB
~Get Your Files Here !/10. Boosted Trees/3. Types of Boosting.mp4 20.71 MB
~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.mp4 28.1 MB
~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/6. Boosted Tree Example - Use Case Intro & EDA.mp4 53.5 MB
~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.mp4 23.28 MB
~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/9. Boosted Tree Example - Create model.mp4 67.24 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/2. Operations on Models - Part 1.mp4 18.32 MB
~Get Your Files Here !/11. Model management Operations in BigQuery/3. Operations on Models - Part 2.mp4 28.73 MB
~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)/11. DNN Example Use Case.mp4 47.7 MB
~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)/2. Working of Artificial Neural Network.mp4 31.42 MB
~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)/4. Activation Functions - Sigmoid, TanH.mp4 30.48 MB
~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)/6. Which Activation Function to choose.mp4 14.64 MB
~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)/8. HIDDEN_UNITS Option.mp4 24.63 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/9. Optimizer in DNN.mp4 23.17 MB
~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/2. What is Flat rate pricing model.mp4 19.66 MB
~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/4. Reservations.mp4 24.02 MB
~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/6. Calculate price for Create Model query.mp4 29 MB
~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/10. ARIMA+ Example - Evaluation.mp4 73.05 MB
~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/3. Stationarity in Time series.mp4 12.3 MB
~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/5. Moving Average (MA) in ARIMA.mp4 31.16 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/6. ARIMA+ Options - Part 1.mp4 31.17 MB
~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/8. ARIMA+ Example - Use case & EDA.mp4 51 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp4 63.75 MB
~Get Your Files Here !/15. Additional Learnings/1. Google Cloud SDK setup.mp4 11.33 MB
~Get Your Files Here !/16. BONUS/1. Bonus.mp4 19.39 MB
~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/2. Conventional ML challenges and How Big query is addressing them.mp4 37.24 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/3. BigQuery ML Features.mp4 27.9 MB
~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/5. LifecycleWorkflow of a BigQuery ML Project.mp4 20.79 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4 61.14 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/1. Announcement.mp4 3.9 MB
~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/5. BigQuery UI Tour.mp4 29.54 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/6. Create a Dataset.mp4 27.54 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4 52.78 MB
~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/10. Gradient Descent Optimize Strategy.mp4 20.03 MB
~Get Your Files Here !/4. Linear Regression/11. Types of Gradient Descent.mp4 13.59 MB
~Get Your Files Here !/4. Linear Regression/12. Learn rate Option.mp4 17.75 MB
~Get Your Files Here !/4. Linear Regression/13. Other Options in Create model query.mp4 34.27 MB
~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/15. Exploring Model details.mp4 27.03 MB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4 52.23 MB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4 57.8 MB
~Get Your Files Here !/4. Linear Regression/19. Model Prediction (ML.PREDICT).mp4 48.61 MB
~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/3. High-level view of Create Model query.mp4 44.1 MB
~Get Your Files Here !/4. Linear Regression/4. Limitations of Create model query.mp4 16.23 MB
~Get Your Files Here !/4. Linear Regression/5. Linear regression Example Use case.mp4 38.96 MB
~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/7. Overfitting problem.mp4 10.55 MB
~Get Your Files Here !/4. Linear Regression/8. L2Ridge regularization.mp4 17.82 MB
~Get Your Files Here !/4. Linear Regression/9. L1Lasso regularization.mp4 13.98 MB
~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/2. Hyperparameter Tuning Options in BigQuery.mp4 40.25 MB
~Get Your Files Here !/5. Hyperparameter Tuning in BigQuery/3. Tune the Linear regression model.mp4 44.8 MB
~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/2. Model Explainability Functions in BigQuery.mp4 51.3 MB
~Get Your Files Here !/6. Model Explainability Functions/3. ML.WEIGHTS Function.mp4 17.76 MB
~Get Your Files Here !/7. Logistic regression/1. What is Logistic regression .mp4 19.22 MB
~Get Your Files Here !/7. Logistic regression/2. Sigmoid Function.mp4 14.83 MB
~Get Your Files Here !/7. Logistic regression/3. Logistic regression Example Use case.mp4 40.26 MB
~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/5. Evaluation metrics Fundamentals explained.mp4 30.74 MB
~Get Your Files Here !/7. Logistic regression/6. Precision, Recall, Accuracy, F1 score.mp4 30.18 MB
~Get Your Files Here !/7. Logistic regression/7. Evaluation Functions in BigQuery.mp4 39.18 MB
~Get Your Files Here !/7. Logistic regression/8. Prediction Function (ML.PREDICT).mp4 35.44 MB
~Get Your Files Here !/7. Logistic regression/9. Applications of Logistic regression.mp4 11.32 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/2. Manual Feature Pre-processing - Part 1.mp4 69.15 MB
~Get Your Files Here !/8. Feature Pre-processing/3. Manual Feature Pre-processing - Part 2.mp4 22.73 MB
~Get Your Files Here !/9. K-means Clustering/1. What is Clustering.mp4 19.04 MB
~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/3. Advantages & Disadvantages of K-means.mp4 12.09 MB
~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/5. Options in Create model query.mp4 28.63 MB
~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/7. K-means Example in BigQuery - Evaluation.mp4 56.21 MB
~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/9. K-means Example in BigQuery - Anomaly detection.mp4 56.52 MB
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