In this course, you will explore advanced machine learning algorithms and unsupervised learning techniques to enhance your model-building skills. You’ll learn how to improve model performance using ensemble methods like Random Forest, apply Support Vector Machines (SVM) for complex classification tasks, and reduce dimensionality with techniques like Principal Component Analysis … [Read more...] about Advanced ML Algorithms & Unsupervised Learning
Data Analysis
Mastering Advanced Data and Analytics Features in Tableau
This course will teach you advanced data and analytics skills for preparing and visualizing data in Tableau and will help you to prepare for the Tableau Certified Data Analyst exam. You will learn to assess different data sources for various scenarios, schedule data updates, create alerts and subscriptions to ensure data freshness, and integrate them with relational databases … [Read more...] about Mastering Advanced Data and Analytics Features in Tableau
Leadership and Team Management
This course is designed to guide you on how to prepare for the American Society for Quality Certified Six Sigma Black Belt or ASQ CSSBB certification, a mark of quality excellence across industries. The course focuses on the different types of teams, roles, and responsibilities in an organization. It delves into the factors that make a team successful and how you can motivate … [Read more...] about Leadership and Team Management
COVID19 Data Analysis Using Python
In this project, you will learn how to preprocess and merge datasets to calculate needed measures and prepare them for an Analysis. In this project, we are going to work with the COVID19 dataset, published by John Hopkins University, which consists of the data related to the cumulative number of confirmed cases, per day, in each Country. Also, we have another dataset consist … [Read more...] about COVID19 Data Analysis Using Python
Data Visualization & Storytelling in Python
Hello everyone and welcome to this new hands-on project on data visualization and storytelling in python. In this project, we will leverage 3 powerful libraries known as Seaborn, Matplotlib and Plotly to visualize data in an interactive way. This project is practical and directly applicable to many industries. You can add this project to your portfolio of projects which is … [Read more...] about Data Visualization & Storytelling in Python
