Guided Projects can help you learn practical skills like data visualization, web development, and basic programming. You can build competencies in project planning, problem-solving, and using version control systems effectively. Many projects incorporate tools such as Python, R, and Tableau, allowing you to apply your skills in real-world contexts while creating tangible outcomes. You'll also explore topics like database management, user interface design, and automation, which are crucial for enhancing your technical expertise.

Skills you'll gain: Data Preprocessing, Data Processing, AI Personalization, Scalability, Pandas (Python Package), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning Algorithms, NumPy, Model Evaluation, Program Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Milestones (Project Management), Project Schedules, Timelines, Scheduling, Project Controls, Microsoft Excel, Project Management Software, Project Estimation, Project Planning, Dependency Analysis, Project Management, Dashboard, Data Visualization, Project Documentation, Diagram Design, Excel Formulas, Spreadsheet Software, Report Writing, Stakeholder Communications
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Data Processing, AI Personalization, Data Transformation, Feature Engineering, Text Mining, Unstructured Data, Data Integration, Python Programming, Systems Design, Metadata Management, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Mixed · Course · 1 - 4 Weeks