Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 605

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

• AdvancedSkill Level
• 4.7+
• 602

Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.

• IntermediateSkill Level
• 4.5+
• 588

Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

• IntermediateSkill Level
• 4.7+
• 581

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+
• 568

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

• IntermediateSkill Level
• 4.6+
• 559

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

• AdvancedSkill Level
• 4.7+
• 553

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

• IntermediateSkill Level
• 4.6+
• 549

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

• AdvancedSkill Level
• 4.7+
• 543

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

• AdvancedSkill Level
• 4.7+
• 541

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

• IntermediateSkill Level
• 4.6+
• 527

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

• AdvancedSkill Level
• 4.6+
• 521

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

• AdvancedSkill Level
• 4.6+
• 520

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+
• 512

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• IntermediateSkill Level
• 4.5+
• 508

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

• IntermediateSkill Level
• 4.6+
• 483

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

• IntermediateSkill Level
• 4.6+
• 477

Learn how to detect fraud using Python.

• IntermediateSkill Level
• 4.7+
• 476

Learn to manipulate and analyze flexibly structured data with MongoDB.

• IntermediateSkill Level
• 4.5+
• 468

Visualize seasonality, trends and other patterns in your time series data.

• AdvancedSkill Level
• 4.6+
• 451

Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.

• IntermediateSkill Level
• 4.5+
• 444

Ensure high data quality in data science and data engineering workflows with Pythons Great Expectations library.

• IntermediateSkill Level
• 4.7+
• 420

Learn how to build interactive and insight-rich dashboards with Dash and Plotly.

• AdvancedSkill Level
• 4.6+
• 417

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.

• AdvancedSkill Level
• 4.7+
• 415

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.6+
• 415

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
• 4.7+
• 396

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

• IntermediateSkill Level
• 4.5+
• 386

Learn to design and run your own Monte Carlo simulations using Python!

• AdvancedSkill Level
• 4.4+
• 377

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• AdvancedSkill Level
• 4.4+
• 377

Learn to build pipelines that stand the test of time.

• IntermediateSkill Level
• 4.6+
• 370

Leverage the power of Python and PuLP to optimize supply chains.