2. 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
3. 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
4. • Languages/ Tools/ Libraries
– Python
• Numpy, Scipy, pandas,opencv,Scikit
learn , 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
5. Analytics in Media
Outdoor, TV
Geographical Data Analysis
Autografix Dashboard
TV Ad – Post campaign analysis
