Data, AI, and Cloud Courses

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

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

Learn how to segment customers in Python.

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

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.

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

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

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

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 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

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 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.

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.

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

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

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

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

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

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

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