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USE CASES, Real Estate, Biometrics, Business UseCase, Mining Ecommerce…
USE CASES
FB
Graph API
Facebook Dev
Twitter
Linked In
Google
Real Estate
99 Acres
Magic Bricks
Housing
Home online
makaan
no broker
nestaway
Biometrics
eyes
Iris Scan
Face
Finger Print
Voice
Gait
Ear
ECG
Business UseCase
Social Media
twitter
Views/emotions
Insta/fb
Coke
Google
Real estate
Ecommerce
Restaurant/Hotel
OTT/Movie/Video
Business Directory
Mining Ecommerce Data
Product Name
Info(Rate/Model Number)
Reviews
Images
Videos
Data Scraping
Industries
Retail Ecommerce
Food/Hotel/Restaurant
Real Esate
Rent a flat/PG
location
Amenities
Rent
Buying A flat
Education
OTT
About Course
1)Main Course
2) Dessert
3) Take aways
Problem
Data
Solution
Data
Data
Use Cases
Ecommerce
Real Estate
Social Media
Business Directory
What is Data Scraping
Its all about mining/web scraping?
Why Data Scraping?
Data is new business oil
How to do Data Scraping?
Functional way
Interest
Proof of concept
Reciepe
Market Research
Project Builiding
Research
Jobs
Algorithm
Python
Packages
Beautiful Soup
Request
Scrapy
Import request/Import Bs4
request.get(url)
res.text
Soup=bs4.beautifulsoup(res.text,'html)'
Request the web page
Go to inspect and check classes
Business Lead generation
WebSite/Mobile/landing Page
SMM
IG
FB
Twitter
Content Marketing
SEO
Business Directory
Just Dial
Sulekha
India Mart
PCA/LDA
Collect images
Test Images
Eigen Vectors
|A-lambdai|=0
Average Image
subtract image from average image
hamming distance
sqrt((x2-x1)2)
Data science
AI
Ml
DL
PCA/LDA
Algorithm
Collect images
Test/Training
Average of images
Diff=Averimage-In
SD/Correlation/hamming Distance
Real Time Data acq using Camera
Data
How you will get this data?
web source
Repositories
Structrure
Unstructure
Problem
API
Graph API
Tweepy
Facebooksdk
Sentimental Analytics
NLP
NLTK
Standford Lib
SMM
Restaurants
Customers
Serving
Serving Robot
Menu card
Digital menu
Zomato/Swiggy
Traditional Programming
Data
Logic
Output
ML Programming
Data
Desired Output
Model/Logic
TP
Data
ALGO
Desired Output
MLP
data
Desired Output
Model/Algo
Business Problems
Sales
SME
Retail
Restaurant/Hotel
Customers
Experience
Robo waiter
Dirty Menu cards
QR Code Scan based Digital Menu Card
Review Analytics
Zomatto/Swiggy
B2B/B2C
Solutions
Digital Presence
Digital Transformation
Solutions
Rent analysis
Size
BHK
Location
Amenities
Price Predictions
Area_type
Availability
variables
Independent
Dependent
Data
Real Time Data set
Camera
images
Speech
Audio capture
Scanners
Finger Print
iris
Kinect Camera
Data sets
menu
Serving
Robots
UV DISINFECTIONS
Digital menu
Sources
Data set
kaggle
UCI Learning
website
Data Mining
Data Scrapping
2BHK
10K
5 BR
Data Cleaning
Null
Outliers
SM predictive Analytics
NLP
Sentimental Analytics
Product
Coke new Drink
IG
Images/Video
IV
DV
Feature Engg
Data Prep
WEB
Data Set
Pani Puri
Pani Puri ATM
Vending machine
OTT
Recommendation system
NLTK/standford library
IMDB
Lead Generation
Follow up/ call/ email
Prospects
Contact no/ email
Analytics
Systematic computational analysis of data or Stat
Python
Google Collab
Rent Analytics
Price Predictions
Algorithm for webscraping
Request Webapage
Check the response
Inspect elements
Class to specifc
Import Request/Beautifulsoup/CSV
Scrapy
Python/R/Matlab
Google Collab
get Data
Data Cleaning/Cleansing
Data Understanding Prepartaion
Ouliers
twitter
Dev Platform
Tweepy
Access Token
FB
Facebook-sdk
Acces token
Predict whether rahul gandhi can be our PM in next selection
Extract tweets with # RAGA
Store it on csv or DB
Data Clean/Cleanising
DUP
Model Plan/Model Building
Execute
NO Physical Visit
Rent Analysis
Price Predictions
BI
Descriptive Analytics
Algorithmic Trading
Bot
when to Buy
when to sell
Automatically sell or buy
Problems
solution
No of bath room> BR+2
Mean,SD,Normal Distribution
Lead generation
2bhk having 5 BR
Analytics