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H2O Hydrogen Torch Starter Course · LearnSpace
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H2O Hydrogen Torch Starter Course

Курс от H2O.ai
Начальный≈ 2.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the H2O Hydrogen Torch Starter Course! This thrilling course, part of the H2O University and Certification Program, is designed to make cutting-edge AI accessible to everyone, regardless of coding experience. Whether you're a beginner or a seasoned data scientist, this course offers valuable insights into creating robust models in computer vision, natural language processing (NLP), and audio. Andreea Turcu, Head of Global Training at H2O ai, guides you through the Hydrogen Torch Starter Course, providing a hands-on learning experience that covers the entire experiment flow. You'll start by importing and exploring datasets, followed by building and tuning models using grid search to identify optimal hyperparameters. The course emphasizes practical knowledge, allowing you to observe running experiments, explore completed ones, and understand the underlying principles of deep learning. One of the standout features of this course is its focus on real-world applications. Learn from the best practices of Kaggle competitions and apply these techniques to your projects. By the end of the course, you'll have the skills to craft sophisticated deep learning models without the need for coding. Upon completion, you will earn a Certificate of Completion, which you can proudly showcase on LinkedIn. This certification not only validates your proficiency in deep learning but also positions you as a frontrunner in the dynamic field of AI and data science. Join us in this exciting journey and unlock the potential of deep learning with H2O Hydrogen Torch.

Навыки, которые вы освоите

Model EvaluationModel TrainingModel OptimizationDeep LearningData Import/ExportComputer VisionPerformance TuningExploratory Data AnalysisApplied Machine LearningArtificial Intelligence and Machine Learning (AI/ML)

Программа курса

6 модулей · 27 учебных материалов

01Introduction to Hydrogen Torch5 материалов
0. H2O Hydrogen Torch Starter Course OverviewВидео1. Class IntroВидео2. What is H2O Hydrogen TorchВидео3. H2O Hydrogen Torch use casesВидео4. Access H2O Hydrogen TorchВидео

Учитесь у экспертов

Andreea Turcu

Head of Global Training

H2O Hydrogen Torch Starter Course
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Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 2.3 ч

6 модулей

Язык: Английский

Субтитры: Пушту, Испанский, Дари, Венгерский

Часть программы вашего университета
02Getting Started with H2O Hydrogen Torch3 материалов
5. Experiment flowВидео6. Explore the Home PageВидео7. Start your first experimentВидео
03Conducting Experiments7 материалов
7.1. Step 1- Import dataset​Видео7.2. Step 2- Explore dataset​Видео 7.3. Step 3- Build model (experiment)Видео 7.4. Step 4- Observe running experimentВидео7.5. Step 5- Observe completed experimentВидео8. Summary on starting a first experimentВидео8.1 Assignment 1 - Start your own ExperimentЧтение
04Advanced Model Tuning10 материалов
9. Model tuning with grid searchВидео9.1. Step 1- Import and explore dataset​Видео9.2. Step 2- Build model​Видео9.3. Step 3- Identify hyperparametersВидео9.4. Step 4- Grid SearchВидео9.5. Step 5- Rebuild modelВидео9.6. Step 6 - Explore new best-rebuilt modelВидео9.7. Step 7- Best experiment settings​Видео9.8. Assignment 2 - Model Tuning with Auto Large GridЧтение9.9. Assignment 3 - Beat the Best Experiment ScoreЧтение
05Course Wrap Up1 материалов
10. Next StepsВидео
06Course Completion Quiz1 материалов
Hydrogen Torch - QuizЗадание