H2O - Machine Learning Training
H2O - Machine Learning Course:
H2O.ai makes machine learning accessible and allows business users to extract insights from data, without needing expertise in deploying or tuning machine learning models. H2O makes it possible for anyone to easily apply machine learning and predictive analytics to solve today’s most challenging business problems. Make your organization AI ready by using one of the easiest & scalable platform of H2O. This is a complete hands-on course with more than 5 industry level projects. Python will be used as a primary programming language for this.
H2O - Machine Learning Course Curriculum
Preparing to Install
Install H2O with Python (pip)
Flow
H2O Software Stack
How R (and Python) Interacts with H2O
Memory Requirements
Getting Data into H2O
Getting Data Out of H2O
Data Manipulation
Importing a File
Combining Columns from Two Datasets
Fill NAs
Imputing Data
Pivoting Tables
Slicing Columns
Sorting Columns
How Cross-Validation is Calculated
Combining Holdout Predictions
Grid Search in Python
REST API
Grid Testing
Decision Trees
Parameters
Building Energy Efficiency: Tuned Random Forest
MNIST: Tuned Random Forest
Football: Tuned Random Forest
Boosting
Building Energy Efficiency: Default GBM
MNIST: Default GBM
Football: Default GBM
GLM Parameters
Building Energy Efficiency: Tuned GLM
MNIST: Tuned GLM
Football: Tuned GLM
What Are Neural Nets?
Building Energy Efficiency: Default Deep Learning
MNIST: Default Deep Learning
Football: Default Deep Learning
K-Means Clustering
Principal Component Analysis
Missing Data
Download Flow
How to Use the Interface
Understanding Cell Modes
Viewing Jobs
Partial Dependence Plots
Frames
Staying on Top of and Poking into Things
Running from the Command Line
Spark / Sparkling Water
Ensembles
Frequently Asked Questions
This "H2O - Machine Learning" course is an instructor-led training (ILT). The trainer travels to your office location and delivers the training within your office premises. If you need training space for the training we can provide a fully-equipped lab with all the required facilities. The online instructor-led training is also available if required. Online training is live and the instructor's screen will be visible and voice will be audible. Participants screen will also be visible and participants can ask queries during the live session.
Participants will be provided "H2O - Machine Learning"-specific study material. Participants will have lifetime access to all the code and resources needed for this "H2O - Machine Learning". Our public GitHub repository and the study material will also be shared with the participants.
All the courses from zekeLabs are hands-on courses. The code/document used in the class will be provided to the participants. Cloud-lab and Virtual Machines are provided to every participant during the "H2O - Machine Learning" training.
The "H2O - Machine Learning" training varies several factors. Including the prior knowledge of the team on the subject, the objective of the team learning from the program, customization in the course is needed among others. Contact us to know more about "H2O - Machine Learning" course duration.
The "H2O - Machine Learning" training is organised at the client's premises. We have delivered and continue to deliver "H2O - Machine Learning" training in India, USA, Singapore, Hong Kong, and Indonesia. We also have state-of-art training facilities based on client requirement.
Our Subject matter experts (SMEs) have more than ten years of industry experience. This ensures that the learning program is a 360-degree holistic knowledge and learning experience. The course program has been designed in close collaboration with the experts working in esteemed organizations such as Google, Microsoft, Amazon, and similar others.
Yes, absolutely. For every training, we conduct a technical call with our Subject Matter Expert (SME) and the technical lead of the team that undergoes training. The course is tailored based on the current expertise of the participants, objectives of the team undergoing the training program and short term and long term objectives of the organisation.
Drop a mail to us at [email protected] or call us at +91 8041690175 and we will get back to you at the earliest for your queries on "H2O - Machine Learning" course.
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