66 | BigQuery ML Tutorial | Train Machine Learning Models Using SQL Only | No Python Required
Can we build Machine Learning models without Python?
Absolutely! 🚀
In this hands-on BigQuery ML tutorial, you'll learn how to create, train, evaluate, and generate predictions using only SQL queries directly inside BigQuery.
No Python.
No Jupyter Notebooks.
No TensorFlow.
Study Material - https://drive.google.com/drive/folder...
Just SQL + BigQuery ML.
In this video, we use a real-world sales dataset to train a Machine Learning model that predicts expected sales quantity based on Product, Region, and Price.
📌 Topics Covered
✅ What is BigQuery ML?
✅ Why BigQuery ML?
✅ Upload CSV to BigQuery
✅ Create Dataset & Tables
✅ BigQuery ML Architecture
✅ Regression vs Forecasting
✅ Train First ML Model Using SQL
✅ CREATE MODEL Statement
✅ Model Types Explained
✅ LINEAR_REG
✅ BOOSTED_TREE_REGRESSOR
✅ ARIMA_PLUS Forecasting Model
✅ Evaluate Model with ML.EVALUATE()
✅ Generate Predictions with ML.PREDICT()
✅ Sales Prediction Demo
✅ BigQuery ML vs Google Cloud AI
✅ Real-World Use Cases
━━━━━━━━━━━━━━━━━━━━━━━
🎯 Hands-On Demo
Input:
Product = Mobile
Region = Delhi
Price = ₹25,000
Output:
Predicted Sales Quantity = ?
Using BigQuery ML, we'll train a model and generate predictions directly with SQL.
━━━━━━━━━━━━━━━━━━━━━━━
📚 Google Cloud AI & ML Series
Video 1 - Introduction to AI, ML, DL, GenAI & Google Cloud AI
Video 2 - Machine Learning Lifecycle Explained
Video 3 - Vertex AI Workbench (Managed Jupyter Notebooks)
Video 4 - Build Your First AI Model with AutoML
Video 5 - Model Evaluation Explained
Video 6 - BigQuery ML | Train ML Models Using SQL ✅
━━━━━━━━━━━━━━━━━━━━━━━
#BigQueryML #BigQuery #MachineLearning #GoogleCloud #GCP #SQL #DataScience #ArtificialIntelligence #CloudComputing #Forecasting
Auf dieser Seite können Sie das Online-Video 66 | BigQuery ML Tutorial | Train Machine Learning Models Using SQL Only | No Python Required mit der Dauer stunde minuten sekunde in guter Qualität ansehen, das der Benutzer Implovate 12 Juni 2026 hochgeladen hat, den Link mit Freunden und Bekannten teilen, dieses Video wurde auf Youtube bereits 199 Mal angesehen und es wurde von 6 den Zuschauern gefallen. Viel Spaß beim Betrachtenden Zuschauern gefallen!
