Data, AI, and Cloud Courses

• BasicSkill Level
• 4.6+
• 22.8K

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

• IntermediateSkill Level
• 4.6+
• 8.7K

Learn to combine data from multiple tables by joining data together using pandas.

• IntermediateSkill Level
• 4.6+
• 1.5K

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

• IntermediateSkill Level
• 4.5+
• 1.4K

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

• BasicSkill Level
• 4.5+
• 1.2K

Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and more!

• IntermediateSkill Level
• 4.6+
• 226

Learn efficient techniques in pandas to optimize your Python code.

• IntermediateSkill Level
• 4.3+
• 168

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior using pandas.

• IntermediateSkill Level
• 4.3+
• 71

Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas library.

• BasicSkill Level
• 4.6+
• 33.9K

Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.

• BasicSkill Level
• 4.6+
• 5.3K

Dive into data science using Python and learn how to effectively analyze and visualize your data. No coding experience or skills needed.

• IntermediateSkill Level
• 4.6+
• 3.3K

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid unnecessary overhead.

• BasicSkill Level
• 4.6+
• 2.9K

Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’s tree census.

• IntermediateSkill Level
• 4.6+
• 2.2K

Learn how to work with dates and times in Python.

• IntermediateSkill Level
• 4.5+
• 2.1K

Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, DataFrames, and more.

• IntermediateSkill Level
• 4.6+
• 1.7K

In this course youll learn the basics of working with time series data.

• IntermediateSkill Level
• 4.6+
• 1.5K

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

• 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
• 4.6+
• 527

In this course, youll learn how to import and manage financial data in Python using various tools and sources.

• IntermediateSkill Level
• 4.1+
• 363

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

• IntermediateSkill Level
• 4.5+
• 248

Learn how to use Python to analyze customer churn and build a model to predict it.

• IntermediateSkill Level
• 4.1+
• 199

Learn to use the Census API to work with demographic and socioeconomic data.

• IntermediateSkill Level
• 4.6+
• 178

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

• BasicSkill Level
• 4.4+
• 4K

No one enjoys looking at spreadsheets! Bring your data to life. Improve your presentation and learn how to translate technical data into actionable insights.

• IntermediateSkill Level
• 4.6+
• 1.2K

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

• BasicSkill Level
• 4.5+
• 1.1K

Data visualization is one of the most desired skills for data analysts. This course allows you to present your findings better using Tableau.

• IntermediateSkill Level
• 4.7+
• 433

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

• IntermediateSkill Level
• 4.5+
• 396

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

• AdvancedSkill Level
• 4.4+
• 377

Learn to build pipelines that stand the test of time.

• IntermediateSkill Level
• 4.5+
• 258

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

• IntermediateSkill Level
• 4.6+
• 219

Learn how to monitor, diagnose, and optimize Azure applications using Azure Monitor, Application Insights, and Log Analytics.