Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.4+
• 1.7K

Learn fundamental natural language processing techniques using Python and how to apply them to extract insights from real-world text data.

• IntermediateSkill Level
• 4.4+
• 1.7K

Learn to use facets, coordinate systems and statistics in ggplot2 to create meaningful explanatory plots.

• IntermediateSkill Level
• 4.5+
• 1.6K

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• IntermediateSkill Level
• 4.4+
• 1.6K

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

• IntermediateSkill Level
• 4.5+
• 1.6K

Level up your GitHub skills with our intermediate course on GitHub Projects, Administration, and advanced security features.

• IntermediateSkill Level
• 4.5+
• 1.6K

In this course you will learn the details of linear classifiers like logistic regression and SVM.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn how to manipulate and visualize categorical data using pandas and seaborn.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn to process, transform, and manipulate images at your will.

• IntermediateSkill Level
• 4.7+
• 1.5K

Learn how to perform financial analysis in Power BI or apply any existing financial skills using Power BI data visualizations.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn to build AI applications using Snowflake Cortexs built-in LLM functions for text analysis, generation, and multi-step workflows.

• IntermediateSkill Level
• 4.6+
• 1.5K

Discover how the Pinecone vector database is revolutionizing AI application development!

• IntermediateSkill Level
• 4.6+
• 1.4K

Boost your coding with AI—guide your coding assistant to write, test, and document code effectively.

• IntermediateSkill Level
• 4.6+
• 1.4K

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

• IntermediateSkill Level
• 4.7+
• 1.4K

Master Power Pivot in Excel to help import data, create relationships, and utilize DAX. Build dynamic dashboards to uncover actionable insights.

• IntermediateSkill Level
• 4.7+
• 1.4K

Learn key object-oriented programming concepts, from basic classes and objects to advanced topics like inheritance and polymorphism.

• IntermediateSkill Level
• 4.4+
• 1.4K

Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

• IntermediateSkill Level
• 4.7+
• 1.4K

Find tables, store and manage new tables and views, and write maintainable SQL code to answer business questions.

• IntermediateSkill Level
• 4.3+
• 1.4K

Learn Databricks SQL for data engineering, analytics, and real-time data workflows in the lakehouse architecture.

• IntermediateSkill Level
• 4.5+
• 1.4K

Implement experimental design setups and perform robust statistical analyses to make precise and valid conclusions!

• IntermediateSkill Level
• 4.7+
• 1.3K

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

• IntermediateSkill Level
• 4.5+
• 1.3K

In this course you will learn the basics of machine learning for classification.

• IntermediateSkill Level
• 4.6+
• 1.3K

Create new features to improve the performance of your Machine Learning models.

• IntermediateSkill Level
• 4.6+
• 1.3K

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

• IntermediateSkill Level
• 4.7+
• 1.3K

Explore the latest techniques for running the Llama LLM locally and integrating it within your stack.

• IntermediateSkill Level
• 4.7+
• 1.2K

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

• IntermediateSkill Level
• 4.5+
• 1.2K

Learn to perform linear and logistic regression with multiple explanatory variables.

• IntermediateSkill Level
• 4.5+
• 1.2K

Master multi-stage builds, Docker networking tools, and Docker Compose for optimal containerized applications!

• IntermediateSkill Level
• 4.4+
• 1.2K

Learn to clean data as quickly and accurately as possible to help you move from raw data to awesome insights.

• IntermediateSkill Level
• 4.7+
• 1.2K

Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).

• IntermediateSkill Level
• 4.4+
• 1.2K

Building on your foundational Power Query in Excel knowledge, this intermediate course takes you to the next level of data transformation mastery