Top 8 Data Science Tools | Open Source Tools for Data Scientists | Edureka

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** Machine Learning Engineer Masters Program: https://www.edureka.co/masters-program/machine-learning-engineer-training ** This Edureka Session on Data Science Tools will help you understand the best tools to get you started with Data Science. Here’s a list of topics that are covered in this session: Introduction To Data Science Data Science Tools Data Science Tools For Data Storage Data Science Tools For Data Manipulation Data Science Tools For EDA Data Science Tools For Data Visualization Follow us to never miss an update in the future. YouTube: https://www.youtube.com/user/edurekaIN Instagram: https://www.instagram.com/edureka_learning/ Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka Castbox: https://castbox.fm/networks/505?country=in

Tecnologia

INTRODUCTION TO DATA SCIENCE
DATA SCIENCE TOOLS
DATA SCIENCE TOOLS FOR DATA MANIPULATION
DATA SCIENCE TOOLS FOR EDA
www.edureka.co
DATA SCIENCE TOOLS FOR DATA STORAGE
DATA SCIENCE TOOLS FOR DATA VISUALIZATION

INTRODUCTION TO DATA SCIENCE
www.edureka.co

Introduction To Data Science
www.edureka.co
Data Science is the process of extracting knowledge and insights from data by
using scientific methods.
Data Science involves collecting, analysing and modelling data to solve real-world problems. It is
used for fraud detection, disease detection, recommendation engines and so on.

Data Science Tools come with pre-defined functions, algorithms, and a very user-friendly GUI.
Hence, they can be used to build convoluted Machine Learning models without the use of a
programming language.
DATA SCIENCE TOOLS
Data Science
Data Collection
Exploratory Data Analysis
Data Modelling
Data Visualization
www.edureka.co

DATA SCIENCE TOOLS FOR DATA STORAGE
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Scale and manage massive
amounts of data
Hadoop Distributed File System
(HDFS) for data storage
Integrate with , Hadoop
MapReduce, Hadoop YARN
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Data processing via Apache
Hadoop and Spark clusters
The default storage system is
Windows Azure Blob
Provides Microsoft R Server
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DATA SCIENCE TOOLS FOR EDA
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Data Integration tool based on
Extract Transform Load architecture
Extract Transform Load tool
to manage data
Support for distributed processing, grid
computing, adaptive load balancing.
www.edureka.co

Data processing, building
Machine Learning models, etc
Support for integrating Hadoop
framework
Generate predictive models
through automated modelling
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DATA SCIENCE TOOLS FOR DATA MODELLING
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Easy to apply Machine Learning
Supports GLM, Boosting ML models
& Deep Learning
Support to integrate with Apache
Hadoop
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Supports parallel programming to
perform data analysis, data
modelling, etc
Tests and trains Machine Learning
models at lightning fast speed
Makes model evaluation much
easier.
www.edureka.co

DATA SCIENCE TOOLS FOR VISUALIZATION
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Can visualize massive data sets to find
correlations and patterns
Create customized reports and
dashboards
Support to integrate with Apache
Hadoop
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Clear & concise visualizations
Supports in-memory data
processing
Automatically generates data
associations
www.edureka.co

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2. INTRODUCTION TO DATA SCIENCE DATA SCIENCE TOOLS DATA SCIENCE TOOLS FOR DATA MANIPULATION DATA SCIENCE TOOLS FOR EDA www.edureka.co DATA SCIENCE TOOLS FOR DATA STORAGE DATA SCIENCE TOOLS FOR DATA VISUALIZATION

3. INTRODUCTION TO DATA SCIENCE www.edureka.co

4. Introduction To Data Science www.edureka.co Data Science is the process of extracting knowledge and insights from data by using scientific methods. Data Science involves collecting, analysing and modelling data to solve real-world problems. It is used for fraud detection, disease detection, recommendation engines and so on.

5. DATA SCIENCE TOOLS www.edureka.co

6. Data Science Tools come with pre-defined functions, algorithms, and a very user-friendly GUI. Hence, they can be used to build convoluted Machine Learning models without the use of a programming language. DATA SCIENCE TOOLS Data Science Data Collection Exploratory Data Analysis Data Modelling Data Visualization www.edureka.co

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8. Scale and manage massive amounts of data Hadoop Distributed File System (HDFS) for data storage Integrate with , Hadoop MapReduce, Hadoop YARN www.edureka.co

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13. DATA SCIENCE TOOLS FOR DATA MODELLING www.edureka.co

14. Easy to apply Machine Learning Supports GLM, Boosting ML models & Deep Learning Support to integrate with Apache Hadoop www.edureka.co

15. Supports parallel programming to perform data analysis, data modelling, etc Tests and trains Machine Learning models at lightning fast speed Makes model evaluation much easier. www.edureka.co

16. DATA SCIENCE TOOLS FOR VISUALIZATION www.edureka.co

17. Can visualize massive data sets to find correlations and patterns Create customized reports and dashboards Support to integrate with Apache Hadoop www.edureka.co

18. Clear & concise visualizations Supports in-memory data processing Automatically generates data associations www.edureka.co

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