Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.5+
• 703

Prepare for your next coding interviews in Python.

• BasicSkill Level
• 4.5+
• 698

In this course youll learn to use and present logistic regression models for making predictions.

• IntermediateSkill Level
• 4.7+
• 684

In this course, youll learn the basics of relational databases and how to interact with them.

• IntermediateSkill Level
• 4.5+
• 674

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

• AdvancedSkill Level
• 4.6+
• 660

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

• IntermediateSkill Level
• 4.8+
• 636

Learn to manipulate and analyze flexibly structured data with MongoDB.

• AdvancedSkill Level
• 4.8+
• 627

Learn about ARIMA models in Python and become an expert in time series analysis.

• IntermediateSkill Level
• 4.6+
• 601

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• AdvancedSkill Level
• 4.6+
• 601

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

• IntermediateSkill Level
• 4.6+
• 589

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

• IntermediateSkill Level
• 4.6+
• 570

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

• IntermediateSkill Level
• 4.7+
• 565

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

• IntermediateSkill Level
• 4.5+
• 549

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

• AdvancedSkill Level
• 4.6+
• 547

Learn how to approach and win competitions on Kaggle.

• BasicSkill Level
• 4.7+
• 542

Using Python and NumPy, learn the most fundamental financial concepts.

• IntermediateSkill Level
• 4.6+
• 541

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

• IntermediateSkill Level
• 4.5+
• 537

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

• IntermediateSkill Level
• 4.7+
• 521

This course will show you how to integrate spatial data into your Python Data Science workflow.

• IntermediateSkill Level
• 4.6+
• 518

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

• AdvancedSkill Level
• 4.7+
• 517

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

• IntermediateSkill Level
• 4.6+
• 515

Learn how to detect fraud using Python.

• IntermediateSkill Level
• 4.7+
• 482

Detect anomalies in your data analysis and expand your Python statistical toolkit in this four-hour course.

• AdvancedSkill Level
• 4.4+
• 466

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

• AdvancedSkill Level
• 4.7+
• 454

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• AdvancedSkill Level
• 4.4+
• 452

Master Databricks with Python: learn to authenticate, manage clusters, automate jobs, and query AI models programmatically.

• IntermediateSkill Level
• 4.7+
• 438

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

• AdvancedSkill Level
• 4.6+
• 433

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• IntermediateSkill Level
• 4.6+
• 427

Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.

• IntermediateSkill Level
• 4.6+
• 419

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

• AdvancedSkill Level
• 4.7+
• 414

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.