Big Data

Programming for Big Data and Analytics

Develop Real-World Big Data and Analytics Applications

Earn High Value Certificates | Get 365 Days Placement Assistance

Enter the Exciting World of Big Data

In Partnership with

What is Big Data?

Big Data consists of an exploding world of structured and unstructured data

sets that are beyond the ability of conventional databases and programming

tools to process and analyze. Big Data is characterized by far greater Volume,

Variety and Velocity than traditional data.

Big Data and Analytics refers to the process of collecting, organizing,

transforming, analyzing, and presenting large sets of data to discover useful

patterns, correlations and insights.

Why Learn Big Data and Analytics?

We live in a digital era, defined by information abundance and growing

complexity. Every interaction with businesses is now digitized, waiting for a

clever algorithm for analysis. The potential of analytics to increase efficiency

or forecast future probabilities is tremendous. Businesses and governments

are taking advantage of these new data-focused tools and techniques to

improve organizational efficiency and gain a competitive advantage.

With all this comes the demand for new talent for Big Data. Many companies

are now looking for IT professionals with Big Data programming skills who

are able to identify, collect, analyze, interpret and transform data to drive

value and innovation for the organization. Programming for Big Data and

Analytics is a highly innovative program designed to create IT professionals

with the skills required to manage and analyze Big Data.

Why Join this Particular Program?

Big Data professionals earn twice as much as other IT professionals

Co-designed by Big Data experts at TalentSprint and Gramener

5 real-time case studies and 1 project from Gramener

Joint certificate from TalentSprint and Gramener

MOOC certificates on Big Data from top US universities

365 days placement assistance after the program

Program Details

Duration : 300 hour program in 3-month full time format or 6-month part

time format

PROGRAM MENTORS

Asokan Pichai

Senior Vice President, TalentSprint

Prabhu Ramachandran

Professor, IIT Bombay

S. Anand

Chief Data Scientist, Gramener

Core Language and Libraries

Use the standard library and development

tools setup to write, execute, and

troubleshoot Python programs for regular

data processing tasks.

Data Types and objects

Control Flow

Reading and writing data

Modules and Namespaces

Advanced constructs: OOP, FP

Who Should take this Course?

Professionals returning from a career break

Professionals looking for high-growth careers

Engineering graduates / students looking for a differentiated career

Background Statistics

Brush up on the core concepts of statistics

and learn how to carry out statistical

computations using Python.

Mean, Median, Mode, ANOVA

scipy

Data Exploration and Analysis

Learn how to perform statistical analysis

using specialized tools and packages to

explore data and extract meaningful

insights.

Using pandas

Overview of R

scipy.stats

Data Transformation

Gain in-depth experience in using pandas

for data manipulation and transformation.

Data munging with pandas

Short case studies

Normalization and outlier removal

Distr ibuted Computing and

Hadoop

Learn how to deploy and extract data from

Hadoop.

subprocess and multiprocessing

Hadoop installation/deployment

Data extraction from Hadoop

Using pig/hive

Machine Learning

Learn about the machine learning

algorithms and how to use the scikit-learn

library.

Survey of Algorithms

scikit-learn library

Regression

Parallel Computing with Spark

Learn how to manipulate data sets using

parallel processing with Apache Spark.

Get edX certificate University of

California, Berkeley

Data Visualization

Learn how to present information and

results of analysis graphically for best

assimilation.

matplotlib in depth

survey of other tools

Text Processing

Learn about patterns and NLTK libraries

and how to use them for Text Processing

tasks.

Course Project

Work on a real t ime project from

Gramener's extensive library of live case

studies and big data sets!

Program Outline

Get a MOOC Certificate!

Get a MOOC Certificate!

Setting up the Tool Chain

Understand why Python is the toolbox of

choice for data science and how each tool is

used for data science workflow. Set up a

functional Python based environment in

your machine and cloud for your use.

Version control: git, github

iPython, notebook

Editors and IDEs

Data Collection and Cleansing

Learn to load data from common sources,

such as structured text files, web pages

and SQL databases. Use some standard

tools to clean and prepare data for

analysis.

Reading and Writing CSV files

Reading and Writing SQL

lxml, beautiful soup and requests

Best Non-Corporate

Performer 2012

Best Performing

Partner Award 2013

FICCI LeapVault Skills

Champion Roll of

Honour 2012

TalentSprint Awards

TalentSprint Professional Affiliations

Corporate Office

Hyderabad | Bangalore | Chennai | Coimbatore | Visakhapatnam

www.talentsprint.com

TalentSprint Pvt Ltd

Block A, IIIT Campus, Gachibowli, Hyderabad - 500 032

CIN: U80902TG2008PTC062284

email : [email protected]

About TalentSprint

TalentSprint is a leader in professional skill development and integrated talent management for the

Information Technology and Banking sectors. Funded by NSDC and Nexus Ventures, TalentSprint

has embarked on an ambitious mission to skill ONE MILLION young people by 2020. The company

partners with more than 250 employers and 150 colleges, and has skilled 50,000 young job-seekers

since its inception. Our trainees are regularly recruited by major multinational IT firms that include

Accenture, Genpact, Deloitte, Capgemini, Virtusa, ADP, Wells Fargo, Tech Mahindra, Cognizant, CSC,

Value Labs, HSBC, Cyient, Broadridge, Renault Nissan, CA Technologies, Polaris, Invesco to name a

few. TalentSprint conducts industry-linked skill programs across multiple channels such as skill

centers, online, and college campuses.

About Gramener

Gramener is a Data Visualization and Analytics company. Its proprietary platform, Gramex

Visualization, handles large-scale data via programmatic analysis and visualizes it in real-time. The

company helps clients unlock hidden insights from data, and using cutting-edge visualizations

develops foresight for critical business decisions. Gramener works with Global Fortune 100

customers in a quick, non-intrusive manner to condense large amounts of data from heterogeneous

sources and convert these findings into intuitive visual representations. Gramener customers are

spread across various domains including Telecom, Manufacturing, Financial, Pharmaceuticals,

Media, Utilities, Airlines, Retail, Education and Government sectors. The company has its offices in

Hyderabad, Bangalore, and Coimbatore. For more information, please visit www.gramener.com.

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