Data, AI, and Cloud Courses

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

Learn how to detect fraud using Python.

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

Learn key financial concepts such as capital investment, WACC, and shareholder value.

Learn the core techniques necessary to extract meaningful insights from time series data.

Parse data in any format. Whether its flat files, statistical software, databases, or data right from the web.

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

Interact with a customized GPT and use your prompting skills to plan and open your restaurant.

In this case study, you’ll use visualization techniques to find out what skills are most in-demand for data scientists, data analysts, and data engineers.

In this course youll learn to use and present logistic regression models for making predictions.

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

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

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

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

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

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

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

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

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

Learn how to use Python scripts in Power BI for data prep, visualizations, and calculating correlation coefficients.

Analyze text data in R using the tidy framework.

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

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

Learn the essentials of parsing, manipulating and computing with dates and times in R.

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.

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

Learn to manipulate and analyze flexibly structured data with MongoDB.

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