Big data and Machine learning based development

about Altabel Group

At Altabel Group we can help our clients to rethink their solutions to a more advanced and innovative form leveraging Big Data analysis, Machine learning and Artificial intelligence (AI).

Getting actual use of the collected data and augmented intelligence today will mean gaining successful future for your solutions already tomorrow.

So, the market demand is calling for action in the company’s strategy, namely to actually incorporate the results of the internal and/or domain third party data (Big Data) analysis and combine machine learning with expert opinions.

The following technologies,
tools and approaches
can be applied

Python
Java
R
Scala
Matlab

1

Big Data: Hadoop
HDFS, MapReduce
Kafka, Oozie, Sqoop
Spark, Hive, HBase
Impala, Yarn, Mahout
Cassandra

2

Python, R, Scala
Apache Spark, Ubuntu
UiMA, Jupyter, KNIME
TensorFlow, Theano, Keras

3

IBM Watson Explorer
IBM Watson Developer Cloud Services
IBM Watson Analytics
IBM Bluemix
dashDB, Alchemy API, SPSS, etc

4

Machine Learning:
cutting edge ML algorithms
(neural nets, xgboost
SVM, lightGBM
Random Forest, etc.

5

Statistical tests, distributions, maximum likelihood estimators, ANOVA, etc.

6

Analyzing, preparing, wrangling, cleaning both structured and unstructured data

7

Data Modelling (including ER, transactional & dimensional modelling)

8

Physical Schema design
(indexing, constraints etc.)
Bulk data operations

9

Data Visualization and Reporting (report/dashboard design and development)

10

Application of Big data analysis and Machine learning techniques will enable delivering new insights about your business: transforming from old answers to old questions TO new answers to new questions.