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Predictive Analysis
(Google Play Store)
USING
TA SCIENCE & MACHINE LEARNING
Representing By:
Aakash Singh
C.S.E. (215237)
Type to enter a caption.
Outline
• Introduction to Python
• Basics of Python
• What is Machine Learning
• Types of Machine Learning
• What is Data Science
• Why Data Science
• Introduction to Anaconda & Jupyter
Notebook
• Google Play Store Analysis
• Conclusion
Introduction to Python
• Created by Guido van Rossum and first released in 1991
• An interpreted high-level programming language
• Multipurpose & Object Oriented
• Offers much faster application development
• Broad standard library
• Highly Portable
• Very few keywords
Machine Learning
Machine learning is a field of artificial intelligence that uses statistical
techniques to give computer systems the ability to "learn" (e.g.,
progressively improve performance on a specific task) from data,
without being explicitly programmed.
MACHINELE
ARNING
Supervised Learning
Unsupervised Learning
Reinforcement Learning
What is
Data
Science
This aspect of data science is all about
uncovering findings from data. Diving in
at a granular level to mine and
understand complex behaviors, trends,
and inferences. It's about surfacing
hidden insight that can help enable
companies to make smarter business
decisions.
Why Data Science
Real World
Applications
of Data
Science
• Internet Search
• Recommender Systems (Netflix, Amazon)
• Image Recognition (Facebook)
• Speech Recognition (Cortana, Alexa, Siri)
• Self - Driving Cars (Tesla Motors )
• Delivery Logistics (FedEx)
• Airline Route Planning
• Fraud & Risk Detection
How to solve a problem in Data Science ?
Introduction to Anaconda & Jupyter
Notebook
Importing Libraries
Importing Dataset
Description of Dataset
Missing Data Study
No. Of Apps in each category
App Rating vs Category
Comparing Data Items
Rating of Apps
Data Correlation
Rating vs Category relationship
Categories vs Reviews
Apps with highest size
Free Apps matter ?
Thanks !

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Data Science | Predictive Analysis of Play Store using Data Science & Machine Learning