Data, AI, and Cloud Courses

Learn how to segment customers in Python.

Learn strategies for answering probability questions in R by solving a variety of probability puzzles.

Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

Learn how to design and implement triggers in SQL Server using real-world examples.

In this course, youll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.

Develop a better intuition for advanced probability, risk assessment, and simulation techniques to make data-driven business decisions with confidence.

Learn survey design using common design structures followed by visualizing and analyzing survey results.

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

This Power BI case study follows a real-world business use case where you will apply the concepts of ETL and visualization.

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

Learn how to set up and manage your Microsoft Fabric infrastructure.

Learn key techniques to optimize Java performance, from algorithm efficiency to JVM tuning and multithreading.

In this course youll learn how to leverage statistical techniques for working with categorical data.

Learn to analyze Airbnb data using SQL in Databricks, create dashboards, and derive actionable insights.

Begin your journey with Scala, a popular language for scalable applications and data engineering infrastructure.

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

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

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.

From customer lifetime value, predicting churn to segmentation - learn and implement Machine Learning use cases for Marketing in Python.

Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.

In this Power BI case study you’ll play the role of a junior trader, analyzing mortgage trading and enhancing your data modeling and financial analysis skills.

In this course youll learn techniques for performing statistical inference on numerical data.

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

Learn to create, secure, and manage APIs with Azure API Management through hands-on practice.

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

Learn how to efficiently collect and download data from any website using R.

Learn business valuation with real-world applications and case studies using discounted cash flows (DCF).

Learn the bag of words technique for text mining with R.