Complete Machine Learning and Deep Learning With H2O in R

H2O:Master Powerful R Package For Machine Learning, Artificial Neural Networks (ANN) and Deep Learning
4.49 (134 reviews)
Udemy
platform
English
language
Data & Analytics
category
instructor
Complete Machine Learning and Deep Learning With H2O in R
1 129
students
4.5 hours
content
Nov 2023
last update
$84.99
regular price

Why take this course?

🎓 H2O: Master Powerful R Package for Machine Learning & Deep Learning 🚀

Embark on a comprehensive journey with our course, "Complete Machine Learning and Deep Learning With H2O in R," where you'll unlock the full potential of the H2O package for data science within the R environment. This isn't just any tutorial—it's your ultimate guide to mastering machine learning, artificial neural networks (ANN), and deep learning using the robust capabilities of H2O in R. 📚➡️💪

Why Choose This Course?

  • Essential Learning: Cover the core aspects of H2O for R without the need to take additional courses or read extensive literature on R-based data science.
  • Competitive Edge: In an era of big data, this expertise can provide a competitive advantage in the job market and give your career a significant boost.
  • Learn from an Expert: Tutored by Minerva Singh, an Oxford University MPhil graduate and Cambridge University PhD, you'll receive insights from a seasoned data scientist with over five years of experience in real-life data analysis and publication in international peer-reviewed journals.

Course Highlights:

  1. Hands-On Learning: Dive into practical neural networks and deep learning, with a focus on understanding without the overwhelming jargon.
  2. Real-World Applications: Learn to implement both supervised and unsupervised algorithms using H2O, identify key variables, and apply ANN and DNNs within the framework.
  3. Interactive Projects: Work with real data from various sources, including handling imagery data for pre-processing and modeling.
  4. No Prior Knowledge Required: If you're new to R or machine learning, this course will provide a solid foundation in R Data Science basics using clear, hands-on methods.
  5. Real-Life Data Implementation: Unlike other courses, we use real data from various sources to ensure you can apply your skills in practical scenarios.
  6. Complete Access: Get all the code and data used in the course, so you can follow along and implement what you learn with confidence.

Who Is This Course For?

  • Aspiring data scientists eager to learn R for data science.
  • Professionals seeking to upskill in machine learning and deep learning using H2O.
  • Anyone looking to leverage the power of real-life data with R's advanced capabilities.

Course Structure:

  1. Introduction to R Data Science: Laying the groundwork for your data science journey with R.
  2. H2O Package Overview: Understanding the power and potential of H2O within R.
  3. Machine Learning Basics: Demystifying machine learning concepts for a clear understanding.
  4. Neural Networks & Deep Learning with H2O: Implementing ANN, DNN, and deep learning algorithms using H2O.
  5. Data Preparation & Modeling: Working with real data sets, including imagery, for pre-processing and modeling.
  6. Performance Evaluation: Learning to evaluate the performance of your models to refine and improve your results.
  7. Real-World Application: Applying your knowledge to solve actual problems using H2O in R.

Join Now and Transform Your Data Science Skills! 🌟 Don't miss this opportunity to become proficient in one of the most powerful R packages for machine learning and deep learning. Enroll today and take the first step towards becoming a data science expert with H2O in R! 🎨📈

🚀 Take Action Now: Enroll and Start Your Data Science Adventure with H2O in R! 🚀

Course Gallery

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2598770
udemy ID
09/10/2019
course created date
20/11/2019
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