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1 of 15
10/12/2018 1
Mini Project On Startup
10/12/2018 2
WHAT WHY WHERE
Our project is
about which
category of
startup, is
favorable in a
particular city
and the funding
associated with
it.
Because 94% of
the startups fail
in first 5 years,
due to incorrect
funding amount,
which later on is
irrecoverable by
these young
entrepreneurs.
We stared from a
dataset, focusing
on Indian startups.
Then we analyzed
the statics
accordingly and
predicted the city
for a particular type
of startup.
CONTENT
10/12/2018 3
Predictive analysis of data using supervised
machine learning based on city, category,
funding amount and funding type.
Prediction algorithm using linear regression.
PROBLEM STATEMENT
10/12/2018 4
0
1
2
3
4
5
6
7
2014 2017 2020
Government
Private Jobs
Startups
NEED
10/12/2018 5
Source :
www.cnbc.com/indian-
startup/growthrate
Years
Availablejobs,no.in
thousand
• SOFTWARE
1. PyQt 5
2. Python
• IDE
1. Spyder
• PACKAGE
1. Pandas
2. Matplotlib
• HARDWARE
1. Internet connection
2. Laptop
REQURIMENTS
10/12/2018 6
RESULTS
10/12/2018 7
• Linear Regression Algorithm
• Linear regression is a statistical model that
examines the linear relationship between
simple linear regression variables
• It basically means when one independent
variable increases or decreases, the
dependent variable increases or decreases as
well.
METHODOLOGY
10/12/2018 8
REALITY CHECK
10/12/2018 9
10/12/2018 10
10/12/2018 11
10/12/2018 12
1. www.pythonspot.com/graphinqt
2. www.tutorialpoint.com/linearcodeforpython/gr
aph-plot
3. www.stackoverflow.com/dynamicoutput-inqt
4. www.pyqtgraph.org/basicinpython-
graphbuilding
5. https://sourceforge.net/frontend-
forpyqt/basictoadvance
6. www.kagle.com/datasetof/indianstartup-
guideandfund
REFERENCE
10/12/2018 13
• Successful implementation of the use Machine
Learning to predict start-up growth in a particular
year by using linear regression in Machine Learning.
• Analysis of start-ups on the basis of ratings, profit
percentage, cities, year of start-up and their
comparison.
CONCLUSION
10/12/2018 14
10/12/2018 15

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Indian Startup PPT for Engineering/Business Students for Mini Projects

  • 2. Mini Project On Startup 10/12/2018 2
  • 3. WHAT WHY WHERE Our project is about which category of startup, is favorable in a particular city and the funding associated with it. Because 94% of the startups fail in first 5 years, due to incorrect funding amount, which later on is irrecoverable by these young entrepreneurs. We stared from a dataset, focusing on Indian startups. Then we analyzed the statics accordingly and predicted the city for a particular type of startup. CONTENT 10/12/2018 3
  • 4. Predictive analysis of data using supervised machine learning based on city, category, funding amount and funding type. Prediction algorithm using linear regression. PROBLEM STATEMENT 10/12/2018 4
  • 5. 0 1 2 3 4 5 6 7 2014 2017 2020 Government Private Jobs Startups NEED 10/12/2018 5 Source : www.cnbc.com/indian- startup/growthrate Years Availablejobs,no.in thousand
  • 6. • SOFTWARE 1. PyQt 5 2. Python • IDE 1. Spyder • PACKAGE 1. Pandas 2. Matplotlib • HARDWARE 1. Internet connection 2. Laptop REQURIMENTS 10/12/2018 6
  • 8. • Linear Regression Algorithm • Linear regression is a statistical model that examines the linear relationship between simple linear regression variables • It basically means when one independent variable increases or decreases, the dependent variable increases or decreases as well. METHODOLOGY 10/12/2018 8
  • 13. 1. www.pythonspot.com/graphinqt 2. www.tutorialpoint.com/linearcodeforpython/gr aph-plot 3. www.stackoverflow.com/dynamicoutput-inqt 4. www.pyqtgraph.org/basicinpython- graphbuilding 5. https://sourceforge.net/frontend- forpyqt/basictoadvance 6. www.kagle.com/datasetof/indianstartup- guideandfund REFERENCE 10/12/2018 13
  • 14. • Successful implementation of the use Machine Learning to predict start-up growth in a particular year by using linear regression in Machine Learning. • Analysis of start-ups on the basis of ratings, profit percentage, cities, year of start-up and their comparison. CONCLUSION 10/12/2018 14