A guide to XAutoML: A tool for visual analytics
XAutoML is an analytics tool that explains the AutoML optimization procedures and machine learning pipelines constructed by AutoML.
A guide to automated time-series modelling with FEDOT
FEDOT is a framework that supports automated machine learning modelling and is available to us as open-source. Using this framework we can customise the pipeline of machine learning modelling procedures.
Why AutoML sucks?
Most people do not use AutoML. I think that is because most AutoML systems suck for various reasons.
Emerging trends in low-code/no-code platforms in AI
Before launching Amazon Sagemaker Canvas, AWS rolled out two no-code & low-code services.
A Guide to Automated String Cleaning and Encoding in Python
Many machine learning packages require string characteristics to be translated to numerical representations in order to the proper functioning of models.
Alas, Google Wins The AutoML Race
Second in line is H2O.ai, followed by Amazon, DataRobot and Microsoft.
A Guide to Using AutoGluon for Automating Machine Learning Tasks
AutoGluon, an open-source tool from AWS which is easily available to everyone, facilitates a variety of AutoML (Automated Machine Learning) tasks.
Google’s Birthday: Evolution of Google’s Capability Over The Years
With a 23-year existence, the search behemoth has significantly impacted virtually every aspect of digital communication.
Big Tech & Their Favourite Deep Learning Techniques
For instance, Facebook AI Research (FAIR) has been championing self-supervised learning (SSL) for quite some time.
Salesforce Unveils Merlion, An Open-Source Library For Time Series Analysis
A unified interface for a variety of commonly used models and datasets for anomaly detection and forecasting on both univariate and multivariate time series, as well as typical pre/post-processing layers.
Interesting AutoML Developments & Updates of 2021
AutoML cuts down time taken to build systems with just a few lines of code.
Things To Consider Before Building A Computer Vision Model Using AutoML
Are you thinking of learning programming languages like C++, Python or R to work on machine learning projects? AutoML could save you all the time and effort. Lately, Automated machine learning or AutoML has become a popular solution to build computer vision systems. The tech communities are awash with conversations around AutoML as to how […]
