Business analytics awareness presentation
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Transcript of Business analytics awareness presentation
RAMAKRISHNA N NITTE SCHOOL OF MANAGEMENT , BANGALORE .
• The worldwide business
analytics software market is expected to grow at
a 9.7 percent compound annual growth rate
(CAGR) through 2017, according to a new forecast
from International Data Corporation (IDC).
• Business Analytics Market worth $66,719.8
Million by 2019
CAGR : compound annual growth rate
• The average pay for an Entry-Level Business Analyst, is Rs 493,348 per year
Source: http://www.payscale.com/research/IN/Job=Business_Analyst%2c_IT/Salary
A Senior business analyst with 3 to 5 years of experience would get anywhere ... Be commanding a salary in the range of
Rs. 12 to 20 lacks per annum.• http://analyticstraining.com/2011/salaries-in-analytics/• http://www.naukrihub.com/salary-in-india/analyst.html• http://analyticsindiamag.com/analytics-india-salary-study-201
5-by-aim-great-lakes-institute-of-management/
Terms
• Business analytics• Data analyst • Business Intelligence – Artificial Intelligence • Big data• Data Science• Data Scientist• Data mining • Machine Learning
Business analytics (BA) is the practice of iterative, methodical exploration of an organization's data with emphasis on
statistical analysis.
Business analytics is used by companies committed to data-driven decision making.
• Data analytics (DA) is the science of examining raw data with the purpose of drawing conclusions about that information.
• Data analytics is used in many industries to allow companies and organization to make better business decisions and in the sciences to verify or disprove existing models or theories
Difference between BA & DA
• BA : Tasks assigned to business analysts include assessing the
requirements of the organization with respect to its operations
and functions. The analysts then translate the requirements to
physical and financial aspects, such as software and hardware
specifications, and often help find the best financing options
• DA : The main tasks of data analysts are to collect, manipulate
and analyze data. They prepare reports, which may be in the
form of visualizations such as graphs, charts and dashboards,
detailing the significant results they deduced
Business intelligence ( BI ) : is an umbrella term that refers to a variety of software applications
used to analyze an organization's raw data. BI as a discipline is made up of several related
activities, including • data mining
• online analytical processing • querying and • reporting.
• Big data : Extremely large data sets that may be analysed computationally to reveal patterns, trends, and associations, especially relating to human behavior and interactions.
• big data, the voluminous amount of structured, unstructured and semi-structured data that a large enterprise produces.
• Data science : is an interdisciplinary field about processes and systems to
extract knowledge or insights from data in various forms, either structured or unstructured or semi structured .
Data scientist : is a job title for an employee , who excels at analyzing data, particularly large
amounts of data, to help a business gain a competitive edge.
• A data scientist possesses a combination of analytic, machine learning, data mining and statistical skills as well as experience with algorithms and coding.
• Artificial Intelligence the theory and development of computer systems able to perform tasks normally requiring human
intelligence, such as visual perception, speech recognition, decision-making, and translation
between languages.
Data mining : is the process of analyzing data from different perspectives and
summarizing it into useful information.
• The practice of examining large pre-existing databases in order to generate new
information.
Machine learning provides computers with the ability to learn without being explicitly
programmed. • Machine learning focuses on the
development of computer programs that can teach themselves to grow and change when
exposed to new data.
BENEFITS : Business Analytics
• Analytics helps you measure how much of your mission statement is accomplished
• Analytics Encourages Smart Decision-Making• Analytics Provides Clearer Insights Through
Data Visualization• Analytics Keep You Updated• Analytics Offer Efficiency
Who is a Business Analyst?
A Business Analyst is someone • Who combines analytics knowledge with
strong domain expertise. • Focus on the business problem or an
opportunity.• At the same time, they have enough analytics
knowledge to be able to drive most kinds of analyses on their own.
What are the skills required to be a Business Analyst?
• Business Analysts don’t need to be expert programmers. They don’t need to know very
advanced statistical modeling. However, they need to know a little bit of everything.
• Business analysts need to have a good understanding of the business and/or domain they are in.
• They need to understand basic statistics and have knowledge of simple analytics techniques including basic predictive modeling.
• They are expected to, of course, know Excel. Knowledge of more specialized analytics tools like SAS or R is an added bonus.
• Business analysts are hired not for how well they know a tool, but rather how well they can understand a business problem or opportunity and use data to come up with a decision.
BA Roles/Titles
Business Analyst
Business Process Analyst
IT Business Analyst
Requirements Engineer
Business Systems Analyst
Systems Analyst
Data Analyst
Functional Architect
Usability/UX Analyst
Equity Analyst
Credit Analyst
Technical Analyst
Risk Analyst
Insurance Analyst
Financial Analyst
Credit Risk Analyst
Statistical Analyst
To become Business analyst what you
have to do ?
What is the process ?
Which softwares/tools required ?
Fundamentals of statistics and Probability
Excel
MY SQL
DBMS
R
Python
SAS
Big Data
Machine Learning
In Further presentations Above mentioned softwares/tools content will available .
• For any queries related Ppt please contact : RAMAKRISHNA NGmail : [email protected] : Ramakrishna BE PGDMLinkedin : Ramakrishna BE PGDMQuora.com : Ramakrishna BE PGDM
Thank you My initial attempt on Business analytics to give awareness