H2O Driverless AI Starter Course

Instructor: Andreea Turcu

What you'll learn

  •   Understand the fundamental principles of automated machine learning (AutoML) with H2O Driverless AI.
  •   Learn to preprocess, visualize, and analyze data for improved decision-making.
  •   Develop skills in creating and fine-tuning AutoML models to optimize performance.
  •   Gain hands-on experience in configuring experiments, interpreting results, and generating reports.
  • Skills you'll gain

  •   Machine Learning
  •   Data Processing
  •   Exploratory Data Analysis
  •   Artificial Intelligence and Machine Learning (AI/ML)
  •   Predictive Modeling
  •   Data Manipulation
  •   Interactive Data Visualization
  •   Data Analysis
  •   Feature Engineering
  •   Supervised Learning
  •   MLOps (Machine Learning Operations)
  •   Data Import/Export
  • There are 8 modules in this course

    You’ll learn the basics of H2O Driverless AI, including setup, data import, and interface navigation. The course offers hands-on experience in data preprocessing, visualization, and analysis, preparing you for machine learning model development. The course covers advanced topics like correlation graphs, prediction creation, and model performance optimization. You’ll learn to hyper-tune models, manage experiments, interpret results, and generate reports. Practical tasks are included for real-world practice. Upon completion, you’ll not only be proficient in using H2O Driverless AI for AutoML but also gain skills in setting up environments, analyzing data, and utilizing advanced features like custom recipe creation and model fine-tuning. This course goes beyond theory, offering practical skills that can be applied in the real world. Additionally, you’ll be eligible for the H2O Driverless AI Certification. This certification is a testament to your proficiency and can significantly enhance your career prospects in the fields of AI and data science. Enroll now to master automated machine learning with H2O Driverless AI.

    Getting Started with Driverless AI

    Data Management and Exploration

    Data Preparation and Prediction

    Experiment Analysis and Interpretation

    Advanced Analysis

    Course Wrap-up

    Course Completion Quiz

    Explore more from Machine Learning

    ©2025  ementorhub.com. All rights reserved