big data frameworks knime

1. Présenté par : - TARGHI Amal
- SAHMOUDI Yahya
Encadrée par : Mme. FRIKH

2. KNIME Analytics Platform
KNIME Analytics Platform is the leading
open solution for data-driven innovation,
helping you discover the potential hidden in
your data, mine for fresh insights, or
predict new futures.

3. KNIME Analytics Platform
Your Open Platform for Data Innovation
- It’s yours: Get the most out of our powerful analytics
platform by customizing your tool kit with a broad range of
free or commercial applications. Or create and share your
own. It’s easy!
- Accelerate your learning curve: KNIME helps build on
what you’ve already developed and learned, without
having to start from scratch.
- More thinking, less tinkering: Its code-free setup and
intuitive interface mean you get to spend more quality time
with your data.

4. KNIME Analytics Platform
- Low cost, zero risk: Set up a collaborative platform for
joint development, analytics, and effortless sharing of
knowledge, tools and insights – with minimal investment.
- Deploy & enjoy: Save time and money by deploying and
scaling KNIME’s capabilities on top of, alongside, or
within your existing systems.

5. KNIME Analytics Platform
KNIME workflows combine different data sources and use
mining techniques to analyze and explore your data

6. KNIME Analytics Platform
Powerful Data Analytics.
KNIME Analytics Platform provides over
1000 data analytic routines, either
natively or through R and Weka, for
such topics as:
Univariate and Multivariate Statistics,
DataMining, Time Series, Image
Processing, Web Analytics, Text
Mining, Network Analysis, Social Media
Analysis.
KNIME analytic workflows can be run
not only through the interactive user
interface but also in a batch execution
mode, enabling the data analysis
process to be easily integrated into your
local job management and executed
on a periodic basis.
Open Source & Free.
KNIME Analytics Platform is released
under an open source license (GPL).
KNIME.com AG, the company behind
KNIME, firmly believes that opening
up previously closed or exclusive
platforms, processes, tools,
organizational boundaries, idea
sourcing or funding can speed up
innovation. At KNIME, we believe
that open platforms accelerate data-
driven innovation. We stand firmly
behind the open platform model and
offer numerous KNIME Open Source
Extensions to the KNIME Analytics
Platform.

7. KNIME Analytics Platform
Open Integration Platform
Data integration from various sources
including text files, databases, and web
services is a basic feature of KNIME.
Data transformation and new data
creation are all important components of
KNIME.
KNIME Analytics Platform provides a wide
variety of techniques for using the new
data, ranging from applying models, to
scoring within KNIME or in other
databases, and full support of PMML.
Through its open API, KNIME is also a
powerful tools integration platform. KNIME
can be extended not only by other open
source projects like Weka or R, but also
by legacy tools. The active KNIME
community is constantly extending KNIME
to include capabilities such as text
processing, image analysis functionality,
and many others. For even tighter
integration, the free SDK allows
you to build custom nodes.

8. KNIME Analytics Platform
Integrated Reporting
KNIME provides a wide choice of tools
for reporting. The Business Intelligence
and Reporting Tool (BIRT) can be
automatically installed within your
KNIME workbench. It enables you to use
data and results as input for
comprehensive reports, which you can store
as templates. In addition, KNIME can
create output in a large variety of industry
standard formats including SVG, MS
Office, PDF, etc.
You can easily integrate KNIME into your
existing reporting environment in a way
that best suits you – either with KNIME as
your source, or KNIME as your integrator.
Commercial Extensions
KNIME provides commercial extensions
to increase your productivity and allow
you and your teams to collaborate. All
KNIME commercial products are
extensions to the open source KNIME
Analytics Platform.
KNIME Productivity Extensions are
designed to help you be even more
productive with KNIME Analytic
Platform.
KNIME Collaborative Extensions are
designed to extend individual usage of
KNIME Analytics Platform to a team or
into an organization.

9. KNIME Analytics Platform

10. KNIME Analytics Platform
Application Example in KNIME

11. KNIME Analytics Platform
Conclusion