Our Expertise

Supervised Learning

Regression
Classification

Unsupervised Learning

Anomaly Detection
Clustering & Retrieval
Dimensionality Reduction
Collaborative Filtering

Reinforcement Learning

Websites
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Audios & Videos
Social networks
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TECHNOLOGY

SaaS

Google Machine Learning, Amazon Machine Learning, Azure Machine Learning

Frameworks

Spark MLlib, TensorFlow, Scikit-learn

Machine Learning Models

Linear, Ridge, Lasso, Elastic Net, Generalized, Decision tree, Random Forest, Gradient Boosted, Survival, Isotonic, Kernals, Logistic regression, Random Forest, AdaBoost, Support Vector Machine (SVM), Naive Bayes, Kernals, K-means, Latent Drichlet Allocation (LDA), Bisecting K-means, Gaussian Mixture Model (GMM), K Nearest Neighbors (kNN), Local Outlier Factor, Moving Z-score, Bayesian Changepoints, Artificial Neural Network (ANN), Recurrent Neural Network (RNN), Convolutional Neural Network (CNN)

Optimization Algorithms

Gradient descent, Coordinate descent, Boosting, Grid Search, Mini Batch Gradient Descent, One-Vs-The-Rest, One-Vs-One, Expectation-maximization (EM), Locality Sensitive Hashing (LSH), Brute Force, KD Tree, Ball Tree, Principal Component Analysis (PCA), Singular Value Decomposition (SVD), Stochastic Gradient Descent (SGD), Alternating Least Squares (ALS), Uni/Multivariate Gaussian Distribution, Adam Optimizer, Relu, Sigmoid Languages SCALA, Python, R, JAVA

Languages

SCALA, Python, R, JAVA