Learn to handle complex data frames and analyze your data with pandas functions. This course will teach you advanced parts of this library.

Quick and expressive data analysis requires good tools and knowledge of them. In this course, you'll explore the world of data science by learning core Pandas functionalities, including its IO capabilities, plotting methods, and DataFrames.

Compare Pandas and Polars for data manipulation in Python. Learn the strengths of each library, when to use them, and how to maximize performance for large datasets to help you choose the right tool for your data processing needs.

Pandas is one of the most popular software packages for data analysis. This course focuses on the core functionalities of Pandas for data wrangling, teaching you how to tackle everyday tasks for a data analyst, or data scientist.

This course will teach you about the Power BI Analytics toolset so that you have the knowledge and know-how to apply this and answer related questions in the DA100 exam.

You'll learn how to use Power BI to perform data analytical functions, how to identify outliers in your data, how to group data together, and how to bin data for analysis. You'll also learn how to perform time series analysis. Finally, you'll work with advanced analytic features of Power BI, such as Quick Insights, AI Insights, and the Analyze feature.

Analyzing, visualizing, and troubleshooting system and application logs are mandatory in a distributed application. This course will teach you how to write simple and effective queries using KQL and analyze logs for security vulnerabilities.

This is an intermediate course focused on searching Kibana using the Lucene Query Syntax. This course will teach you how to perform complex searches in Kibana using Apache Lucene Query Syntax.

Learn how to perform hyperparameter tuning with a sweep job in Azure Machine Learning.

Any software application needs to be maintained over the long run. Elasticsearch Index is no different. This course will teach you the strategies and techniques you can follow to keep your index perform optimally, and your queries run faster.

Understanding the core features of a product is vital to leverage its fullest potential. This course will teach you to effectively search and visualize data by saving and sharing them with proper access across your organization.

This course covers the administration of various resources on Databricks SQL to ensure its users have clearly-defined roles and permissions. This will enable them to make the most of this big data platform while regulating resource expenses.