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Data Science

Tableau

A data visualization tool used to create interactive visual analytics in the form of dashboards and generate compelling business insights. These dashboards make it easier for non-technical analysts and end users to convert data into understandable, interactive graphics.

TensorFlow

Software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them.

Time Series Analysis

A statistical technique that deals with time series data, or trend analysis. There are two main goals of time series analysis: (a) identifying the nature of the phenomenon represented by the sequence of observations, and (b) forecasting (predicting future values of the time series variable). 

TinyML

TinyML (Tiny Machine Learning) is a field that focuses on running machine learning models on resource-constrained devices, such as microcontrollers and embedded systems. It enables the deployment of machine learning models in edge devices with limited processing power and memory, making them capable of tasks like image and voice recognition.

Torch AI

A deep learning library of algorithms based on the LuaJIT scripting language. Torth has a neural network library and comes with machine learning, computer vision, audio, image and video capabilities. It can be viewed as a scientific computer framework.

Transfer learning

Transfer learning is a machine learning technique that allows a model to apply knowledge learned from one task to another, related task. It's particularly useful when a model trained on a large dataset can be adapted to perform well on a new, but similar, dataset with relatively little additional training.

Vertica

A big data analytics platform with a distributed architecture and columnar compression for reliability and speed. Vertica is designed for use in big data workloads where speed, simplicity and scalability are essential. It offers SQL and geospatial analysis functions, machine learning models and Hadoop integration.

Visio

Visio is a program that falls under the Microsoft Office Suite of products. It is used for many things that utilize layouts, diagrams, and charts. The graphics that are used in Visio are standard images utilized by flowcharts, decision diagrams, playbooks, and even network diagramming.

WEKA

Stands for Waikato Environment for Knowledge Analysis. WEKA is machine learning software which provides algorithms and tools for data analysis, visualization, predictive modeling and a user-friendly interface. It also allows the implementation of pre-processing, clustering, regression, association and classification rules.

XGBoost

XGBoost is an open-source software library which provides a gradient boosting framework for C++, Java, Python, R, Julia, Perl, and Scala.

YARN

The architectural center of Hadoop that allows multiple data processing engines to handle data stored in a single platform. 

Zoomdata

Zoomdata is a business intelligence tool that visualizes data to make exploration and analysis of big, streaming and complex data simple for the everyday user.

Development by Synergize.digital

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