Join Andreea Turcu, our Head of Global Training at H2O.ai, as she guides you through the “Driverless AI Starter Course” by H2O ai. Dive into automated machine learning (AutoML) using H2O Driverless AI. This course is suitable for all levels and will provide you with the necessary skills to apply AutoML in your projects.
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.
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DAI Starter Course Trailer•1分钟
DAI Starter Course - Class Intro•2分钟
What is Driverless AI?•4分钟
Problem Types•3分钟
Getting Started with Driverless AI
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Connect to Driverless AI Instance•3分钟
Intro to Driverless AI•4分钟
Adding a Dataset to Driverless AI•3分钟
Data Management and Exploration
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Dataset Overview and Action Buttons•3分钟
Dataset Details•3分钟
Modify by Recipe Overview•3分钟
Assignment 1 - Modify by Recipe Overview•5分钟
Visualize Action Button•3分钟
Assignment 2 - Create a new visualisation•5分钟
Correlation Graph•3分钟
Assignment 3 - Explore the Graphs•5分钟
Data Preparation and Prediction
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Data Prep Action Button•3分钟
Predict Action Button•6分钟
Assignment 4 - Take the interactive tour•5分钟
DAI Starter Course - Training Settings•5分钟
Expert Settings - High level Overview•3分钟
Custom Recipes•4分钟
Assignment 5 - Create a New Experiment•5分钟
Experiment Analysis and Interpretation
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The Driverless AI Experiment Page•3分钟
Variable importance•3分钟
Completed Experiment Listing Page•4分钟
Focus on the ROC curve•2分钟
Interpretability Report•3分钟
Shapley Values for Original Features•4分钟
Assignment 6 - Explore the Shapley Values Output•5分钟
At H2O.ai University, our mission is to deliver exceptional courses on state-of-the-art AI tools. These courses aim to support the H2O ai community in effectively using our tools and achieving certification success. We are committed to fostering a deep understanding and proficiency in AI, empowering our users to excel in their endeavors.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.