Data Science

IS EATING THE WORLD

by mart van de ven of droste

Data Science

is

creative

problem solving

with

data

as the

raw

material

y = f(x) + \epsilon
y=f(x)+ϵy = f(x) + \epsilon
\text{Data Science vs Data Analysis}
Data Science vs Data Analysis\text{Data Science vs Data Analysis}
\text{Data Science vs Data Engineering}
Data Science vs Data Engineering\text{Data Science vs Data Engineering}
\text{Data Science vs Machine Learning}
Data Science vs Machine Learning\text{Data Science vs Machine Learning}

Machine Learning automates modeling. Using

algorithms that iteratively learn from data, 

ML allows computers to surface relationships

without explicitly telling them what to look.

\text{classification} \space \text{vs} \space \text{estimation}
classification vs estimation\text{classification} \space \text{vs} \space \text{estimation}
\text{supervised} \space \text{vs} \space \text{unsupervised}
supervised vs unsupervised\text{supervised} \space \text{vs} \space \text{unsupervised}

Data

Driven

Experiences

\text{Example: Waze}
Example: Waze\text{Example: Waze}
\text{Level 1: The Network}
Level 1: The Network\text{Level 1: The Network}
\text{Level 2: The Utility}
Level 2: The Utility\text{Level 2: The Utility}
\text{Level 3: Data Driven Experience}
Level 3: Data Driven Experience\text{Level 3: Data Driven Experience}
\text{Example: CLP Power}
Example: CLP Power\text{Example: CLP Power}
\text{Level 1: The Network}
Level 1: The Network\text{Level 1: The Network}
\text{Level 2: The Utility}
Level 2: The Utility\text{Level 2: The Utility}
\text{Level 3: Data Driven Experience}
Level 3: Data Driven Experience\text{Level 3: Data Driven Experience}
\text{Example : Energy Saving Incentives}
Example : Energy Saving Incentives\text{Example : Energy Saving Incentives}
\text{Example : Optimizing Climate Control}
Example : Optimizing Climate Control\text{Example : Optimizing Climate Control}
\text{Example : Integrating EVs}
Example : Integrating EVs\text{Example : Integrating EVs}

Meter Reads Route Optimization 

Emergency Vehicle Dispatch 

Predictive Maintenance 

Avoiding Overloaded Transformers 

In a world where software builds itself,

computers will only be limited by the data they

can or cannot access, not by their algorithms.

Mart van de Ven

DIRECTOR

DROSTE

M @ DROSTE.HK

DATA SCIENTIST

Thank you.

Our Stack is Open

  • Data Storage

  • Data Pipelines

  • Machine Learning

  • Analysis

  • Visualisation

A Data Scientist is a

better programmer than

most statisticians, and

a better statistician

than most programmers.

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