Data Pioneer

Objectifs

• Capture new information without limits to manage my activities more efficiently.


• Design lean and sustainable processes to spend less time doing calculations and more time analyzing and innovating.


• Influence my colleagues upstream and downstream of my analysis processes to ensure reliable and quality data flows.


• Lead with vision & creativity and support my organization in a rapidly changing digital world.

Syllabus

WHY SO MUCH ADO ABOUT DATA?

• Data is More strategic than you think

• The concept of Digital Darwinism

• How do you start your transformation?

• Is Raw Data like Crude Oil?

• How to Become Data-Efficient

1. Start with the Right Question

• Why so much ado about Data?

• Start with the Right Question?

• Know your Technology

• Cardinal Rules for Data

• The Real Big Data Value

• Leadership and Change

• Drive Process Efficiency

• Bring on the 7th Element

2. Know your Technology

• Why Technology?

• The 2 families of systems

• The Transactional Systems

• The Decision Systems

FOCUS ON THE DECISIONAL SYSTEMS

• The Middleware

• The Database

• The Analytics Solutions

• The Reporting Solutions

• Performance Management and Analytics Applications

• Decision vs. Transaction – A blurrier line?

• Implementation and Management of Decisional Solutions

3. “Fluidify” your Data

• What is Data?

• The Value of Data

• The flat file: The Swiss Knife of Data

• Database Types (Txt, SQL - Relational DB, Olap -

“Multidimensional” DB, Columnar Database, NoSQL)

• What is ACID?

THE 3 ASPECTS OF DATA

• Structure

• Role

• Format

• The Common Structure of Data Storage

• The Table

THE 4 ROLES OF DATA

• The Measures

• The Attributes

• The Calculations

• The Keys

4. Get The Real Big Data Value

5. Leadership and Change

6. Process Efficiency

7. The 7th Element

BIG DATA CHARACTERISTICS

• Volume

• Velocity

• Variety

• Building a Holistic View is the Holy Grail

CLASSIC AI/ML APPROACH

• Multivariable Correlations to detect casualties

• Classification to predict outcomes

• Clustering to group in smarter ways (third parties, •

transactions, products, markets)

• Advanced Visualization

KEYS TO HOLISTIC DATA

• Why 70-80 % of data projects fail

• Team Dynamics

• Management and Leadership evolutions

• The Change Curve

• The Sustainability dilemma

• The 4 (secret) Super Powers

• Streamline your “Creeper” Processes

• The Hawthorne Effect: Measurement drives behavior

• Excellence is an art won by training

• The real value of manual spreadsheet-based processes

• Reporting Checklists

• Lean processes and Swarm Intelligence

• How to get started today

• Why be resilient

• What is at stake for one's career

Comment ?

Méthodes pédagogiques

• Training distant, synchronous, with the trainer by videoconference


• Pedagogical sequencing built and adapted to the distant organization mode


• Instructor and trainee screen sharing for presentations, demonstrations and implementation verification


• Delivery of a digital pedagogical documentation during the training course


• The training is made up of theoretical contributions, practical exercises, reflections and experience feedback.


• Real-time interaction with the trainer in a virtual classroom. (webcam, microphone, screen and chat).

Évaluation

One hour of exercises on practical cases + readings and self-assessments and regular reviews (Mobile Learning)

Evaluation of the acquired knowledge via an online test at the end of the course and the realization of a practical case.

LePont and Berkeley Global certifications awarded to the learner.

DIGITT certification option (+175€HT)

End of internship certificate given to the trainee