Data, AI, and Cloud Courses

Develop the skills you need to clean raw data and transform it into accurate insights.

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.

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

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

Learn how to segment customers in Python.

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

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

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

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

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

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

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

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

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

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

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

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.

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

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

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

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

Learn how to access financial data from local files as well as from internet sources.

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

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

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

Learn how to write effective tests in Java using JUnit and Mockito to build robust, reliable applications with confidence.

Learn how to produce interactive web maps with ease using leaflet.

Learn how computers work, design efficient algorithms, and explore computational theory to solve real-world problems.