Where should you learn AutoML?
Let’s face it, AutoML is probably one of the best and most important developments in the field of Data Science coming around in this decade. Knowing where should you learn AutoML is to know where you can imagine machine learning transforming into something as simple to do as using a GUI or just making algorithms with software that works with a couple of clicks here and there making a sophisticated yet highly usable algorithm for you.
If you want to know more about AutoML, check out this article from my blog:
Seems pretty cool right?
Let’s get straight to the question now, where can you learn AutoML for free?
Recognized as a global visionary and thought leader in automated machine learning (autoML), time series forecasting, and responsible AI, H2O.ai is the trusted AI partner to more than 20,000 organizations around the world
H20.ai is one of the very first companies to develop AutoML and with products like driverlessAI, they’re setting the benchmark very high for their competition.
Find more about them on their official website:
We’ll use their training programs to learn more about AutoML and see how easy it is to use Driverless Ai and benefit from it.
H2O.ai released numerous courses for different releases of their product DriverlessAI on GitHub and one can access them right from their repositories and find them on this page here:
The courses cover a lot of topics and the entire learning path can be found here:
The learning path helps students get started with Driverless AI and try their hands at AutoML making it one of the best places to learn AutoML from.
You can also learn from their courses on H2O 3 which comprise of:
The self-paced courses on Driverless AI cover the following courses as given on the GitHub repository for v.1.9.0 now:
- Getting Started with Driverless AI Test Drive
- Automatic ML Intro with Driverless Test Drive
- Machine Learning Scoring and Analysis Tutorial — Financial Focus
- Machine Learning Interpretability
- Time Series Tutorial — Retail Sales Forecasting
- Natural Language Processing Tutorial — Sentiment Analysis
- Get Started with Open Source Custom Recipes Tutorial
- Build Your Own Recipe Tutorial
- NEW — Scoring Pipeline Deployment Introduction
- NEW — Scoring Pipeline Deployment Templates
- NEW — Disparate Impact Analysis Tutorial
- NEW — Risk Assessment Tools in the World of AI, the Social Sciences, and Humanities
- NEW — Scoring Pipeline Deployment in Java Runtime
- NEW — Scoring Pipeline Deployment in C++ Runtime
- NEW — Scoring Pipeline Deployment in Python Runtime
- (COMING SOON) — Scoring Pipeline Deployment to Apache NiFi
Once you initiate your driverless AI test drive, you can access the first course on AutoML which is — Automatic ML Intro with Driverless Test Drive and get going with it in this rather simple but easy to use tutorial mode here:
Learning AutoML has never been simpler and this is one of the best things you can learn if your foundation is strong in Machine Learning and Data Science.
Get started with AutoML and let me know in the comments about your opinions about AutoML. Leave a clap if you liked the content and connect with me on LinkedIn to know more about AutoML!
For more such articles, stay tuned with us as we chart out paths on understanding data and coding and demystify other concepts related to Data Science. Please leave a review down in the comments.
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