Took 2 years to create product and ready to launch
by ChandraDAfter working hard on the product since Jan 2020, the UnifyML.com product is finally ready for launch. I'm convinced that UnifyML SQL can be easily understood and used to run most popular data science algorithms for business without compromising performance.
It reduces costs drastically In operationalising data science for your business. It's easy and is designed and developed using modern and micro service architecture so that scales and saves cost when deployed in Cloud.
It has got most of the below algorithms that can be called using SQL on the data (CSVs for any Databases) directly,
Statistical:
Correlation, Hypothesis, Summarize, ShowOutliers
Predictive:
AutoRegression, DecisionTree, GeneralizedLinearRegression,
GradientBoostTree, Linear Regression, RandomForest,
AdaBoost, BayesianRidge, LassoLars, Ridge, Sgd, Logistic,
Poisson, Xgb, PCA
Clustering:
BisectingKmeans, GMM, K-means
Classification:
DecisionTreeClassifier, GradientBoostTreeClassifier,NaiveBayes
Classifier, RandomForest Classifier, AdaBoost Classifier,
KnnClassifier, RandomForest Classifier, Sgd Classifier,
Naivebayes Classifier, Xgb Classifier
Time Series:
ArimaTimeSeries
Text
Tokenizer, SentimentAnalysis, ImageToText
Data Preprocesssing
