学習内容
Discover how Databricks and Apache Spark simplify big data processing and optimize data analysis.
Frame business problems for data science and machine learning to make the most out of big data analytic workflows.
Solve real-world business problems quickly using Databricks to power the most popular data science techniques.
Ingest, transform, and query data to extract valuable insights.
習得するスキル
この専門講座について
応用学習プロジェクト
In this course, you'll complete a series of hands-on lab assignments and projects. The lab assignments will allow you to test-drive Databricks and Apache Spark to streamline today's most popular data science workflows. You will also apply the latest data science strategies to complete and assess your very own data science project.
While familiarity with SQL is not required, it will help you as you progress through this specialization.
While familiarity with SQL is not required, it will help you as you progress through this specialization.
この専門講座には3コースあります。
Apache Spark (TM) SQL for Data Analysts
Apache Spark is one of the most widely used technologies in big data analytics. In this course, you will learn how to leverage your existing SQL skills to start working with Spark immediately. You will also learn how to work with Delta Lake, a highly performant, open-source storage layer that brings reliability to data lakes. By the end of this course, you will be able to use Spark SQL and Delta Lake to ingest, transform, and query data to extract valuable insights that can be shared with your team.
Data Science Fundamentals for Data Analysts
In this course we're going to guide you through the fundamental building blocks of data science, one of the fastest-growing fields in the world!
Applied Data Science for Data Analysts
In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. You will also learn to apply hyperparameter tuning and cross-validation strategies to improve model performance.
提供:

データプリックス
Databricks is the data and AI company. Founded by the creators of Apache Spark™, Delta Lake and MLflow, organizations like Comcast, Condé Nast, Nationwide and H&M rely on Databricks’ open and unified platform to enable data engineers, scientists and analysts to collaborate and innovate faster.
よくある質問
専門講座を修了することで大学の単位は付与されますか?
Can I just enroll in a single course?
1つのコースだけに登録することは可能ですか?
Can I take the course for free?
無料でコースを受講できますか?
このコースは100%オンラインで提供されますか?実際に出席する必要のあるクラスはありますか?
専門講座を修了するのにどのくらいの期間かかりますか?
Do I need to take the courses in a specific order?
Will I earn university credit for completing the Specialization?
専門講座を修了することで大学の単位は付与されますか?
さらに質問がある場合は、受講者向けヘルプセンターにアクセスしてください。