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2. 2
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01. Agenda
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02.Agenda
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03.Agenda
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Agenda
3. Predictive Analytics Steps
3
Define Project
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Statistics
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Data Analysis
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Stages
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Data Collection
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Benefits
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Predictive
Analytics
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4. Define Project
4
Actual is less than or equal to 10% above Latest planned
Actual is between 10-30% above Latest planned
Actual is more than 30% above Latest planned
WhatWho
Accomplishmen
ts
Assessment
Project Description:
â–Ş [1-2 sentence Description of Effort]
Actual Completion Date:
â–Ş [Date]
Stakeholders and Team Member's:
â–Ş PM Lead
â–Ş Sponsor
â–Ş Team Lead
â–Ş [Key Deliverables / Results]
â–Ş Text Here
â–Ş Text Here
â–Ş Schedule------------
â–Ş Scope----------------
â–Ş Resources-----------
Overall Results------
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5. Data Collection
5
DataCollection
Sources
Website
Data
Offline/
CRM data
Purchase
Data
Social
Data
Smart Tv
Data
3rd Party
Data
Mobile
Data
DataCollection
Strategies
Strategy 01
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Strategy 02
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Strategy 03
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6. Data Analysis
6
Process and Clean Data
Filter noise, Detect outliers
Estimate missing values
Build Model
Regression, Decision trees,
Neural networks, Time series
Data Mine
Clustering, Pattern recognition
Generate Results & Optimize
Prediction, optimization,
Classification
Explore and Visualize Data
Tabulate, Cross – tabulate,
Correlate, Chart, Summarize
Validate Results
Test & control, Before & after,
Calculate business metrics
Data
Analysis
Process
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7. Statistics Results
7
0
5
10
15
20
25
Oct'17 Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep'18
DRL CMP
Text Here Total Spend Profile by Tired Category
20%
20%
10%10%
10%
10%
10%
10%
Finance Blockchain Platform Betting Gambling
Assets Management Payments / Wallets Media / Content
Data / Computing Funding / VC
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8. Predictive Analytics Stages
8
Stage 5
Stage 4
Stage 3
Stage 2
Stage 1
WorkloadSophistication
Scalability
Primarily batch and
some ad hoc reports
Increased in ad
hoc analysis
Continues update and
time sensitive queries
become important
Continues update and
time sensitive queries
become important
Event based
triggering takes hold
Reporting what
happened?
Analyzing why
did it happen?
Predicting what
will happen?
Operationalizing
what is happing now?
Activating make
it happen!
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9. Predictive Analytics Benefits
9
44
45
52
55
68
Achieve Competitive Advantage
New Revenue Opportunities
Increased Profitability
Increased Customer Service
Operational Efficiencies
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10. Predictive Modelling Icons Slide
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11. 11
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Tea
Break
Let’s Start Again in 30 Minutes
13. Our Team
13
Name Here
Designation
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Name Here
Designation
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Designation
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Name Here
Designation
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14. 14
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Our
Target
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15. Location
15
Men
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Women
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2%
8%
Russia
35 Million User
Australia
70 Million User
4%
6%
Brazil
50 Million User
6%
4%
USA
15 Million User
4%
6%
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16. 16
Magnifying
Glass
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01. Text Here
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02.Text Here
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03.Text Here
18. Bar Graph
18
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Product 01
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Product 02
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Product 03
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
2016
2017
2018
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19. Donut Pie Chart
19
50%
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Product 01
70%
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Product 02
80%
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Product 03
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