Кроки для для здобуття необхідних навичок для спеціальностей з напрямку AI & Data на платформі Google Cloud Skills Boost завдяки можливості надданій Google Ukraine.
Курс: Launching into Machine Learning
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| Launching into Machine Learning. Feb 26, 2024 |
Learning Objectives
● Describe how to improve data quality
● Peorm exploratory data analysis
● Build and train AutoML Models using Veex AI
● Build and train AutoML Models using BigQuery ML
● Optimize and evaluate models using loss functions and peormance metrics
● Create repeatable and scalable training, evaluation, and test datasets
Summary
The course begins with a discussion about data: how to improve data quality and peorm
exploratory data analysis. We describe Veex AI AutoML and how to build, train, and deploy
an ML model without writing a single line of code. You will understand the benets of Big
Query ML. We then discuss how to optimize a machine learning model and how
generalization and sampling can help assess the quality of ML models for custom training
#MachineLearning
#MachineLearningModels
#MachineLearningPipeline
