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Udemy - BigQuery ML - Machine Learning In Google Cloud With BigQuery

Torrent Details

Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery

NAME: Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery.torrent

CATEGORY: Other

INFOHASH: d33f143bc58caed861a2a24b6c8482782eb8b4d4

SIZE: 3.5 GB in 98 files

ADDED: Uploaded on 29-03-2022 by our crawler pet called "Spidey".

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Description

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

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 111 lectures (9h 29m) | Size: 3.34 GB

Create Machine Learning models in Google Cloud BigQuery using standard SQL. Big query ML course for ML & Data engineers

What you'll learn

BigQuery ML - Learn Machine Learning in Google Cloud using BigQuery.

Learn to Train, Evaluate, Inference, Tune, Explain Machine leaning models using standard SQL with Big Query.

Theory + BigQuery ML implementation of many Machine learning algorithms.

Detailed theory for each of the ML algorithm with a Real-world example implementation in BigQuery ML.

Linear regression, Logistic regression, K-means clustering, Boosted Tree.

Deep neural networks, ARIMA+ Time series Forecasting, Matrix Factorization, PCA.

Hyperparameter tuning of models, Model Explainability functions, Feature pre-processing functions, model management operations in BigQuery ML.

Requirements

Basic knowledge of SQL.

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

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Files in this torrent

FILENAME		SIZE
	~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	160.3 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	20.4 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	33.1 MB
	~Get Your Files Here !/1. Introduction to GCP/3. AI & ML services in Google Cloud.srt	13.7 KB
	~Get Your Files Here !/10. Boosted Trees/1. What is Boosting and Why it is needed.mp4	24.2 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	50.4 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	38.8 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	13.4 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	20.7 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	28.1 MB
	~Get Your Files Here !/10. Boosted Trees/4. Options in Create model query - Part 1.srt	11.7 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	39.2 MB
	~Get Your Files Here !/10. Boosted Trees/5. Options in Create model query - Part 2.srt	11.9 KB
	~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/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	23.3 MB
	~Get Your Files Here !/10. Boosted Trees/7. Boosted Tree Example - Feature Engineering Part 1.srt	4 KB
	~Get Your Files Here !/10. Boosted Trees/8. Boosted Tree Example - Feature Engineering Part 2.mp4	105.6 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	67.2 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/create model.txt	1.2 KB
	~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/house_sales.csv	2.1 MB
	~Get Your Files Here !/11. Model management Operations in BigQuery/1. Introduction.mp4	11.2 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	18.3 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	28.7 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	22.3 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	47.7 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	43.1 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	31.4 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/2. Working of Artificial Neural Network.srt	11.9 KB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/3. DNN working explained.mp4	26.7 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	30.5 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/4. Activation Functions - Sigmoid, TanH.srt	11.6 KB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.mp4	19.6 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/5. Activation Functions - RELU.srt	8 KB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/6. Which Activation Function to choose.mp4	14.6 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	22.7 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	24.6 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	23.2 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/activity_labels.txt	80 B
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/DS_Store	6 KB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/features.txt	15.4 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/README.txt	6.2 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/subject_test.txt	7.7 KB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/test/X_test.txt	25.2 MB
	~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	14.4 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_y_train.txt	14.4 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_acc_z_train.txt	14.4 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_x_train.txt	14.4 MB
	~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/Inertial Signals/body_gyro_y_train.txt	14.4 MB