Enroll Course: https://www.coursera.org/learn/launching-machine-learning-jp
In today’s rapidly evolving job market, having a solid understanding of machine learning (ML) is crucial for aspiring data scientists, analysts, and tech enthusiasts. If you’re looking for a comprehensive introduction to this field, the Launching into Machine Learning 日本語版 course on Coursera is a must-consider.
This course offers a hands-on approach, starting with discussions on data quality and how to perform exploratory data analysis aimed at enhancing that quality. With no coding required, participants will learn to build, train, and deploy ML models utilizing Vertex AI AutoML.
Here’s a brief look at the course syllabus:
- Introduction: Overview of the course and its objectives.
- Knowing Data: Improving Data Quality through Exploratory Data Analysis: This module emphasizes the importance of exploring and organizing data, highlighting how data quality can skew results, especially in the presence of missing values.
- Practical Machine Learning: Get acquainted with the major types of machine learning applicable to various tasks.
- Training AutoML Models using Vertex AI: Learn the basics of training AutoML models with Vertex AI.
- Machine Learning in BigQuery: Developing ML Models with Available Data: Understand the capabilities and advantages of BigQuery ML.
- Optimization: Discover methods to optimize your ML models effectively.
- Generalization and Sampling: Tackle thought-provoking questions about model selection and create reproducible training, evaluation, and testing datasets to establish performance benchmarks.
This course is perfectly suitable for both newcomers and those looking to solidify their understanding of machine learning processes. The engaging material and practical insights will greatly benefit your career trajectory.
In summary, if you want to gain a valuable skill set in machine learning without the intimidation of coding, the Launching into Machine Learning 日本語版 course on Coursera is highly recommended. Enroll today, and unlock doors to exciting opportunities in the tech world!
Enroll Course: https://www.coursera.org/learn/launching-machine-learning-jp