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What is data
science? No really,
what is a data
scientist?
Melissa Sassi
Chief Penguin
Student & Entrepreneur Experience
@mentorafrika
CEO & Founder, MentorNations
CEO & Founter, XTP Hustle
Content inspired by and derived by the amazing Eva-Marie
Muller-Shuller, my friend & fellow IBMer
Hello!
ChiefPenguin
MELISSA SASSI
MY PURPOSE & PASSION
BE AN AND. NOT AN OR.
The intersection of tech, entrepreneurship & empowering
underrepresented rock stars.
Founder, Intrapreneur, Digital Inclusion Advocate, IBMer,
ex-Microsoftie, Academic, UN & WEF Speaker, IEEE Digital
Skills Chair
we think this number might be more like 5%
99% of business
leaders say their
firms are trying
to become
insights-driven,
but only 1/3 are succeeding
It isn't a dude in a room in a basement crunching
numbers kept behind closed doors.
What skills do data scientists
need?
Don't get caught up in the traditional view!
T R A D I T I O N A L V I E W
W h e r e i s d e s i g n t h i n k i n g i n t h i s
v i e w ? N o w h e r e ! T h a t ' s a p r o b l e m .
W H A T D O E S T H I S
" E X P E R T " H A V E T O
S A Y ?
g l u b | g l u b | g l u b
Mistake
SAME
RIGHT?!
W H O W A N T S T O
B U I L D T H I S ?
N o t a l i g n i n g t o b u s i n e s s s t r a t e g y &
p u r p o s e r e s u l t s i n , w e l l , t h i s r e s u l t .
Always understand the
business purpose & strategy
Don't forget about the concept of
user-centered design. Ask your
users, stay connected to your
users, and understand their
wants, needs, frustrations,
aspirations, and business
problems.
Use data to create insights to
make informed and intelligent
business decisions.
Design Thinking
Be prepared to fail and test and
learn and use data to drive
insights and objective decisions.
Agile
A rocking data science team will
be diverse and inclusive and
reflective of its audience. this also
requires a variety of skill-sets,
both hard and soft.
Diverse &
Inclusive Team
Look at these examples
Data for the
organization
Starting to collect data,
discovering the
possibilities with analytics,
and starting to add value
via data-driven insights.
Integrator
Data & analytics for
internal decision
making
Starting to understand
and compare to drive
insights to create
efficiencies, reduce
costs; however, growth
opportunities exist.
Optimizer
Data & insights for
prediction & business
enablement
Creating new design
models, user
experiences based on
data-driven insights to
drive business
decisions.
Innovator
Data Value Chain
Don't look for one
unicorn.
There is no "i" in team.
Look for a team of talented people who
collectively are THE UNICORN.
Hire a team who
work collectively to
become
THE UNICORN TEAM
Diverse & inclusive teams are the key
Teams require data engineers, project
managers, data journalists, business experts,
machine learning engineers, organizational
engineers, and all types of people who come
together and form....
THE UNICORN TEAM
It's a team sport & includes shared
ownership of client, user &
organizational outcomes
The Unicorn Team depends upon the
industry
Government BankingRetail Energy
To be a data science, this is REALLY the secret sauce.
YOUR SECRET INGREDIENTS.
01
06 02
05 03
04
Business Acumen
Strong Analytics
Knowledge
Advanced Analytics
Software Knowledge
Adaptability to
New Business
Trends
Visionary
Storytelling &
Presentation Skills
Data Understanding &
Data Management
Skills
Data
Science
Skills
The good news?
There is a job for everyone!
Legal | Healthcare | Government | Banking | Engineering | Construction | Agriculture
1
2
3
4
5
6
RETAIL
Inventory
optimization.
HEALTHCARE
Patient diagnostics
& predictive
modeling.
FINANCE
Fraud detection.
MANUFACTURING
Anomaly
detection.
GOVERNMENT
Smarter e-
government
services.
TRANSPORTATION
Demand forecasting.
JOB OPPORTUNITIES ARE
ENDLESS FOR DATA
SCIENTISTS
7
8
9
10
11
12
EDUCATION
Research insight.
TELECOM
Network analytics.
E-COMMERCE
Recommender
systems.
MEDIA
Interaction &
speed
GAMING
Predictive
modeling.
FASHION
Fashion trends.
JOB OPPORTUNITIES ARE
ENDLESS FOR DATA
SCIENTISTS
Data science is often recognizing failures, testing & learning.
Don't forget to be agile.
Driving data-driven and objective business decisions is the key.
Don't be the dude in the basement behind closed doors.
Be the diverse & inclusive UNICORN TEAM.
AI will not replace managers,
but AI will replace those who
don't use AI.
Being a data science requires
being a learn it all, a growth
hacker, hard work, experience,
training, and reading.
Thank you!
Questions?
Melissa Sassi
Chief Penguin
Student & Entrepreneur Experience
@mentorafrika
CEO & Founder, MentorNations
CEO & Founder, XTP Hustle

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What is data science? No really, what is a data scientist?

  • 1. What is data science? No really, what is a data scientist? Melissa Sassi Chief Penguin Student & Entrepreneur Experience @mentorafrika CEO & Founder, MentorNations CEO & Founter, XTP Hustle Content inspired by and derived by the amazing Eva-Marie Muller-Shuller, my friend & fellow IBMer Hello!
  • 2. ChiefPenguin MELISSA SASSI MY PURPOSE & PASSION BE AN AND. NOT AN OR. The intersection of tech, entrepreneurship & empowering underrepresented rock stars. Founder, Intrapreneur, Digital Inclusion Advocate, IBMer, ex-Microsoftie, Academic, UN & WEF Speaker, IEEE Digital Skills Chair
  • 3. we think this number might be more like 5% 99% of business leaders say their firms are trying to become insights-driven, but only 1/3 are succeeding
  • 4. It isn't a dude in a room in a basement crunching numbers kept behind closed doors. What skills do data scientists need? Don't get caught up in the traditional view!
  • 5. T R A D I T I O N A L V I E W W h e r e i s d e s i g n t h i n k i n g i n t h i s v i e w ? N o w h e r e ! T h a t ' s a p r o b l e m .
  • 6. W H A T D O E S T H I S " E X P E R T " H A V E T O S A Y ? g l u b | g l u b | g l u b Mistake SAME RIGHT?!
  • 7. W H O W A N T S T O B U I L D T H I S ? N o t a l i g n i n g t o b u s i n e s s s t r a t e g y & p u r p o s e r e s u l t s i n , w e l l , t h i s r e s u l t .
  • 8. Always understand the business purpose & strategy Don't forget about the concept of user-centered design. Ask your users, stay connected to your users, and understand their wants, needs, frustrations, aspirations, and business problems. Use data to create insights to make informed and intelligent business decisions. Design Thinking Be prepared to fail and test and learn and use data to drive insights and objective decisions. Agile A rocking data science team will be diverse and inclusive and reflective of its audience. this also requires a variety of skill-sets, both hard and soft. Diverse & Inclusive Team
  • 9. Look at these examples Data for the organization Starting to collect data, discovering the possibilities with analytics, and starting to add value via data-driven insights. Integrator Data & analytics for internal decision making Starting to understand and compare to drive insights to create efficiencies, reduce costs; however, growth opportunities exist. Optimizer Data & insights for prediction & business enablement Creating new design models, user experiences based on data-driven insights to drive business decisions. Innovator Data Value Chain
  • 10. Don't look for one unicorn. There is no "i" in team. Look for a team of talented people who collectively are THE UNICORN.
  • 11. Hire a team who work collectively to become THE UNICORN TEAM
  • 12. Diverse & inclusive teams are the key Teams require data engineers, project managers, data journalists, business experts, machine learning engineers, organizational engineers, and all types of people who come together and form.... THE UNICORN TEAM
  • 13. It's a team sport & includes shared ownership of client, user & organizational outcomes
  • 14. The Unicorn Team depends upon the industry Government BankingRetail Energy
  • 15. To be a data science, this is REALLY the secret sauce. YOUR SECRET INGREDIENTS. 01 06 02 05 03 04 Business Acumen Strong Analytics Knowledge Advanced Analytics Software Knowledge Adaptability to New Business Trends Visionary Storytelling & Presentation Skills Data Understanding & Data Management Skills Data Science Skills
  • 16. The good news? There is a job for everyone! Legal | Healthcare | Government | Banking | Engineering | Construction | Agriculture
  • 17. 1 2 3 4 5 6 RETAIL Inventory optimization. HEALTHCARE Patient diagnostics & predictive modeling. FINANCE Fraud detection. MANUFACTURING Anomaly detection. GOVERNMENT Smarter e- government services. TRANSPORTATION Demand forecasting. JOB OPPORTUNITIES ARE ENDLESS FOR DATA SCIENTISTS
  • 18. 7 8 9 10 11 12 EDUCATION Research insight. TELECOM Network analytics. E-COMMERCE Recommender systems. MEDIA Interaction & speed GAMING Predictive modeling. FASHION Fashion trends. JOB OPPORTUNITIES ARE ENDLESS FOR DATA SCIENTISTS
  • 19. Data science is often recognizing failures, testing & learning. Don't forget to be agile. Driving data-driven and objective business decisions is the key. Don't be the dude in the basement behind closed doors. Be the diverse & inclusive UNICORN TEAM.
  • 20. AI will not replace managers, but AI will replace those who don't use AI.
  • 21. Being a data science requires being a learn it all, a growth hacker, hard work, experience, training, and reading.
  • 22. Thank you! Questions? Melissa Sassi Chief Penguin Student & Entrepreneur Experience @mentorafrika CEO & Founder, MentorNations CEO & Founder, XTP Hustle