Conduct exploratory data analysis with a systematic approach to investigate different aspects of your data: comparisons, relationships, compositions, and distributions. This guided project gives you a framework so you can conduct your own exploratory data analysis and make your work more professional and organized. The language is Python and the libraries used are seaborn, … [Read more...] about Conducting Exploratory Data Analysis
Data Analysis
ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro
Dive into spatial data analysis with our extensive ArcGIS Desktop course. Begin with an introduction to the core concepts and functionalities of ArcGIS Desktop, ensuring a solid foundation for understanding spatial data. As you progress, you'll explore various methods to access, display, and manipulate spatial data, including raster and vector data formats. You'll be equipped … [Read more...] about ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro
Data Visualization using dplyr and ggplot2 in R
Welcome to this project-based course Data Visualization using ggplot2 and dplyr in R. In this project, you will learn how to manipulate data with the dplyr package and create beautiful plots using the ggplot2 package in R. By the end of this 2-hour long project, you will understand how to use different dplyr verbs such as the select verb, filter verb, arrange verb, mutate … [Read more...] about Data Visualization using dplyr and ggplot2 in R
Text Generation with Cohere: Recognizing Similarities
In this 1-hour long project-based course, you will learn how to install Python packages working with Cohere's API, integrate external APIs like Cohere in a Python script, use embeddings to analyze semantic similarity between text and generate text with Cohere's language models. In today's world, where artificial intelligence and natural language processing are revolutionizing … [Read more...] about Text Generation with Cohere: Recognizing Similarities
Streaming Big Data with Spark Streaming, Scala, and Spark 3!
In the fast-evolving world of big data, the ability to process streaming data in real time is essential. This course is meticulously designed to take you from the basics of Spark and Scala to advanced real-time data processing with Spark Streaming. We begin with a foundational setup of your development environment, ensuring you are equipped to run Spark and Scala on your … [Read more...] about Streaming Big Data with Spark Streaming, Scala, and Spark 3!
