PAXCEL Technologies Pvt. Ltd.

Data Analytics Practice

Every business has it’s unique challenges. However most of our clients reach out to us when they want to:

• Improve Business Planning

• Improve Data Quality and Consistency

• Achieve better business transparency

• Monitor processes performance

• Improve and optimize process performance

• Improve customers interaction and satisfaction

• Ensure compliance and reduce risk

• Include more data and achieve scale

• Gain competitive edge

• Achieve data visualization for instant insights delivery

What is our passion?To help clients make smarter decisions by leveraging their data

www.paxcel.net

MACHINE LEARNING

R, SHINY

PYTHON, DJANGO

CLUSTER ANALYSIS

FACTOR ANALYSIS

PRINCIPAL COMPONENT ANALYSIS

REGRESSION

CLASSIFICATION

PREDICTIVE ANALYTICS

BIG DATA

HADOOP ECOSYSTEM (MAP-REDUCE, HIVE,

PIG)

IMPALA

AMAZON REDSHIFT

PRESTODB

GOOGLE BIG-QUERY

NO SQL (HBASE, CASSANDRA, MONGODB)

SQL (SQL SERVER, MY SQL, VOLT DB)

BUSINESS INTELLIGENCE

MICROSOFT BI STACK (SQL SERVER,

SSRS, SSAS, SSIS,POWERVIEW)

SPAGOBI

MONDRIAN

JPIVOT, JPALO

BIRT, SAIKU

TALEND

VISUALIZATION

TABLEAU

HTML5 BASED VISUALIZATIONS (MOBILE, WEB)

D3 CHARTS

KENDO

STOCCHARTJS

(PROPRIETARY LIBRARY)

DEVELOPMENT PLATFORMS

AMAZON –AWS

MS AZURE

(CLOUD BASED)

CLOUDERA

How do we do it?Honestly, we just nerd out on all aspects of data analysis

www.paxcel.net

• Languages/ Tools/ Libraries– Python

• Numpy, Scipy, pandas,opencv,Scikitlearn , pybrain, pywavelets ,Orange.

– R• -cluster,-fpc,-fmsb,-rClr,-

dataframes2xls,-ggplot2

• Classification and Regression– SVM’s, Neural networks, Logistic Regression,

Linear Regression, Bayesian Networks Decision Trees, ECOC strategies.

• Clustering– K-means (Hartigan-Wong, Lloyd, Forgy,

MacQueen), weighted k-means, hierarchal, two step, birch clustering.

• MetaHeuristics– Genetic Algorithms,Particle Swarm Optimisation

and Variants,

• Misc. Algorithms– PCA, Transform Theory, Wavelets, Pareto

optimality, Fuzzy Logic.– Reinforcement Learning, Time series analysis.

Algorithms worked on

Analytics in MediaOutdoor, TV

Geographical Data Analysis

Autografix Dashboard

TV Ad – Post campaign analysis

Machine Learning Few Samples

Cluster AnalysisPrincipal Component Analysis

Neural Network

Analytics in EducationAdaptive Learning

A School Teacher Dashboard

A Question Suggestion Engine

Retail AnalyticsFootfall Analysis

Historical Footfall Analysis

Real-Time Footfall Analysis

• Proof of Concept Evaluation

• Existing Architecture Review and Consulting

• Implementation Services

• Extended Team

Our engagement models:Let’s start with “hello”

www.paxcel.net

Few of our clients

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Contact Us…

www.paxcel.net