Our engaging Machine Learning Essentials Boot Camp is a comprehensive workshop style program designed to provide you with expert level guidance deep diving the latest skills, tools and trends in AI and machine learning, from the ground up. Throughout the program you’ll learn how to leverage and apply the latest tech to help you master and transform your data, build efficient models and simplify complex tasks using this innovative tech to your advantage.

This course is typically run as a three-day program, but can also be structured as a multi-week short course event at the convenience of your team or organization. Each program section drills down on a core skill that is fully wrapped with meaningful business examples, data sets, hands-on labs and uses cases focused completely on real-world application. Once you’ve mastered the essentials skills, we revisit the core topics and apply the latest tools and tech in AI to show you how to maximize efficiency and productivity, saving you countless hours on every project. It’s critical to understand the backbone and structure of your work before jumping into leveraging AI tooling, as you need to understand your project input, goals, and desired outcomes in order to use these technologies correctly to create accurate, trusted results. 

Throughout the course, you'll explore key skills and concepts including regression analysis, binary and multiclass classification, model performance, generalization, hyperparameter tuning, and feature engineering, among others. You'll also gain practical experience dealing with imbalanced datasets, implementing dimensionality reduction techniques, and understanding ensemble learning methods. The course is rich with hands-on useful labs and group activities that focus on core skills, problem solving techniques and real-world application using data-driven solutions and best practices. You’ll leave the course ready to jump into any machine learning project in a meaningful way, able to design, train, evaluate, and fine-tune powerful machine learning models right out of the gate, using the most efficient tools, tech and best practices available today.

The Ultimate Learning Experience: LXP

The Machine Learning Boot Camp is guided in real-time by an engaging expert instructor, and presented across our robust online Learning Experience Platform (LXP). The user-friendly environment centralizes all program materials, hands-on labs, data sets, assessments, software, presentation system access and other resources, in one easy access system. The LXP also includes our unique CodeCoach.AI, our internally-developed, secure and private closed system expert training assistant. It relies on only the trusted curated relevant data it’s been trained upon, minus the security risk, privacy issues or AI hallucinations that can occur using open GPT based bots. This total learning solution blends the best of both worlds, combining top live instruction with valuable online resources, secure AI support, practical activities and true skills guidance.