This beginner-friendly course provides a comprehensive introduction to logistic regression, one of the most widely used techniques in data science and analytics. Learners will explain regression fundamentals, differentiate probability prediction methods, and analyze logistic regression key concepts including logit transformation, odds interpretation, and Maximum Likelihood … [Read more...] about Logistic Regression Fundamentals: Analyze & Predict
Data Science
PySpark: Apply & Analyze Advanced Data Processing
This course equips learners with the skills to apply and analyze advanced data processing techniques using PySpark, the Python API for Apache Spark. Designed for data professionals with foundational Python and PySpark knowledge, the course explores real-world use cases including customer segmentation, text mining, and stochastic modeling. Learners will begin by applying RFM … [Read more...] about PySpark: Apply & Analyze Advanced Data Processing
Generative AI for Sales
This comprehensive specialization teaches sales professionals how to leverage Generative AI to transform their workflows and drive better results. Through 12 hands-on courses, you'll master AI-powered lead scoring, sales automation, proposal creation, and data analysis. Each course focuses on practical applications using tools like ChatGPT, Claude, and Zapier to enhance … [Read more...] about Generative AI for Sales
Generative AI for Developers: Unit 2
This course teaches you how to use generative AI tools such as ChatGPT and GitHub Copilot in your Python projects. You will learn practical methods for automating scripting tasks, improving data analysis with Jupyter and Pandas, and building web applications. The course covers using AI for writing, testing, and documenting code, as well as creating effective prompts. Each … [Read more...] about Generative AI for Developers: Unit 2
Apache Spark: Design & Execute ETL Pipelines Hands-On
This hands-on course equips learners with the skills to design, build, and manage end-to-end ETL (Extract, Transform, Load) workflows using Apache Spark in a real-world data engineering context. Structured into two comprehensive modules, the course begins with foundational setup, guiding learners through the installation of essential components such as PySpark, Hadoop, and … [Read more...] about Apache Spark: Design & Execute ETL Pipelines Hands-On
