Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 421

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

• BasicSkill Level
• 4.0+
• 420

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

• BasicSkill Level
• 4.7+
• 418

Unlock your datas potential by learning to detect and mitigate bias for precise analysis and reliable models.

• AdvancedSkill Level
• 4.7+
• 417

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.3+
• 416

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

• AdvancedSkill Level
• 4.5+
• 415

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

• AdvancedSkill Level
• 4.6+
• 411

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
• 4.8+
• 410

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

• BasicSkill Level
• 4.3+
• 410

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

• IntermediateSkill Level
• 4.5+
• 407

The Generalized Linear Model course expands your regression toolbox to include logistic and Poisson regression.

• BasicSkill Level
• 4.4+
• 407

Learn how to transform and analyze data within your Microsoft Fabric account

• BasicSkill Level
• 4.4+
• 406

Test a chatbot that matches customers with ideal skincare products using your prompting skills for personalized results.

• IntermediateSkill Level
• 4.9+
• 404

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• IntermediateSkill Level
• 4.7+
• 400

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• BasicSkill Level
• 4.5+
• 399

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

• BasicSkill Level
• 4.4+
• 397

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

• IntermediateSkill Level
• 4.5+
• 393

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

• IntermediateSkill Level
• 4.5+
• 391

Learn how to identify, analyze, remove and impute missing data in Python.

• IntermediateSkill Level
• 4.5+
• 388

Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

• IntermediateSkill Level
• 4.6+
• 386

Fine-tune Llama for custom tasks using TorchTune, and learn techniques for efficient fine-tuning such as quantization.

• IntermediateSkill Level
• 4.7+
• 384

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

• BasicSkill Level
• 4.7+
• 384

Become an expert in fitting ARIMA (autoregressive integrated moving average) models to time series data using R.

• AdvancedSkill Level
• 4.6+
• 382

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

• IntermediateSkill Level
• 4.5+
• 382

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+
• 380

Learn how to work with streaming data using serverless technologies on AWS.

• IntermediateSkill Level
• 4.8+
• 377

Learn the most important functions for manipulating, processing, and transforming data in SQL Server.

• IntermediateSkill Level
• 4.5+
• 371

Build AI teams that work together, automate workflows, and generate content with CrewAI.

• IntermediateSkill Level
• 4.4+
• 370

Learn how to manipulate, visualize, and perform statistical tests through a series of HR analytics case studies.

• BasicSkill Level
• 4.4+
• 369

Get inspired by AI tools to automate prospecting, draft personalized emails, and streamline CRM tasks using Microsoft Copilot for sales.

• IntermediateSkill Level
• 4.7+
• 367

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.