BigQuery ML - Machine Learning in Google Cloud with BigQuery
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.
