Once we have generated data, we need to answer the research question by performing an appropriate statistical analysis. Engineers and business professionals need to know which test or tests to use. Through this class, you will be able to perform one sample tests for comparison to historical data. You will also be able to determine statistically significant relationships between … [Read more...] about Data Driven Decision Making
Data Analysis
Advanced Data Visualization with Matplotlib Mastery
This advanced-level course equips learners with the skills to design, customize, and interpret complex data visualizations using Matplotlib. Through a structured progression from foundational customization techniques to specialized plotting methods, learners will explore paths, transformations, colors, colormaps, text rendering, annotations, axes customization, and 3D … [Read more...] about Advanced Data Visualization with Matplotlib Mastery
Predictive Analytics
Learn to turn data into actionable insights with Predictive Analytics for Digital Transformation. This hands-on course equips you with Python skills, predictive modeling techniques, and analytics strategies to drive innovation and efficiency in digital transformation with Dartmouth Thayer School of Engineering faculty Vikrant Vaze and Reed Harder. What you'll learn: 1. Build … [Read more...] about Predictive Analytics
Product Recommender System: OpenAI Text Embedding
A renowned online shopping platform named GlimmerGate has hired you, as an AI Engineer, to help them improve their product recommendation system. They aim to provide personalized recommendations to users based on their recent product views. They have provided a product dataset containing information such as title, description, and ID, about 2000 of their products. Additionally, … [Read more...] about Product Recommender System: OpenAI Text Embedding
Working with BigQuery
In this guided project, you will learn about working with Google's BigQuery which is allows easily work with and query massive datasets without worrying about time wasting or having the right infrastructure to analyze that data quickly. You will learn how to use big query to collect your data, query it with SQL and even do quick visualizations on it. … [Read more...] about Working with BigQuery
