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Bachelor of Business, Data &
AI
Bachelor of Business, Data & AI
BAC3
· Albert School x Mines Paris PSL
· 180 ECTS
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Grid
Semester S01
356h · 32 ECTS
Business
Marketing Fundamentals
BUS13-1 · CORE
Syllabus
2 ECTS
22h
Designing Operations from Scratch
BUS13-2 · CORE
Syllabus
2 ECTS
22h
Financial Accounting & Statements
BUS13-3 · CORE
Syllabus
2 ECTS
22h
Microeconomics
BUS13-4 · CORE
Syllabus
2 ECTS
22h
BDD I
BUS13-5 · CORE
Syllabus
4 ECTS
28h
Data
Introduction to Data with Spreadsheet
DAT12-1 · CORE
Syllabus
1 ECTS
16h
Programming in Python
DAT12-2 · CORE
Syllabus
3 ECTS
40h
Pandas I
DAT12-3 · CORE
Syllabus
2 ECTS
16h
Humanities and soft skills
Geopolitics I
HUM14-1 · CORE
Syllabus
1 ECTS
12h
Career Workshop I
HUM14-2 · CORE
Syllabus
1 ECTS
12h
Philosophy I — The Examined Life
HUM14-3 · CORE
Syllabus
1 ECTS
12h
Foreign Languages I
HUM14-4 · CORE
Syllabus
1 ECTS
12h
Mathematics
Foundations
MAT11-1 · CORE
Syllabus
3 ECTS
38h
Linear Algebra I
MAT11-3 · CORE
Syllabus
3 ECTS
38h
Set Structures
MAT11-4 · ELECTIVE
Syllabus
2 ECTS
22h
Descriptive Statistics & Data Reasoning
MAT11-5 · ELECTIVE
Syllabus
2 ECTS
22h
Semester S02
378h · 32 ECTS
Business
Sales, Negotiation & Client Relations
BUS23-1 · CORE
Syllabus
2 ECTS
22h
Business Models & Value Creation
BUS23-2 · CORE
Syllabus
2 ECTS
22h
Financial Diagnosis & Management Control
BUS23-3 · CORE
Syllabus
2 ECTS
22h
Macroeconomics
BUS23-4 · CORE
Syllabus
2 ECTS
22h
BDD II
BUS23-5 · CORE
Syllabus
4 ECTS
28h
Data
Scraping, Pandas II & Algorithmic Thinking
DAT22-1 · CORE
Syllabus
2 ECTS
28h
Software Engineering & Code Design
DAT22-3 · CORE
Syllabus
2 ECTS
28h
SQL & Data Querying
DAT22-5 · CORE
Syllabus
2 ECTS
28h
Humanities and soft skills
Geopolitics II
HUM24-1 · CORE
Syllabus
1 ECTS
12h
Law Fundamentals & GDPR
HUM24-2 · CORE
Syllabus
1 ECTS
12h
Philosophy II — Ethics, Desire & Decision
HUM24-3 · CORE
Syllabus
1 ECTS
12h
Foreign Languages II
HUM24-4 · CORE
Syllabus
1 ECTS
12h
Mathematics
Linear Algebra II
MAT21-1 · CORE
Syllabus
2 ECTS
34h
Probability & Statistics I (discrete)
MAT21-2 · CORE
Syllabus
2 ECTS
34h
Multivariable Analysis
MAT21-3 · CORE
Syllabus
2 ECTS
22h
Discrete Stochastic Models & Concentration
MAT21-4 · ELECTIVE
Syllabus
2 ECTS
22h
Graph Theory
MAT21-6 · ELECTIVE
Syllabus
2 ECTS
18h
Semester S03
372h · 32 ECTS
Business
Advanced Marketing — Growth & Customer Analytics
BUS33-1 · CORE
Syllabus
2 ECTS
22h
Competitive Strategy
BUS33-2 · CORE
Syllabus
2 ECTS
22h
Corporate Finance
BUS33-3 · CORE
Syllabus
2 ECTS
22h
Labour Economics & Inequalities
BUS33-4 · CORE
Syllabus
2 ECTS
22h
BDD III
BUS33-5 · CORE
Syllabus
4 ECTS
28h
Data
Intro to Machine Learning
DAT32-1 · CORE
Syllabus
1 ECTS
16h
Exploratory Data Analysis & Data Quality
DAT32-2 · CORE
Syllabus
1 ECTS
16h
Machine Learning I — Linear and Logistic Models
DAT32-3 · CORE
Syllabus
2 ECTS
22h
APIs, Automation & Data Pipelines
DAT32-4 · CORE
Syllabus
2 ECTS
16h
Humanities and soft skills
Geopolitics III
HUM34-1 · CORE
Syllabus
1 ECTS
12h
Career Workshop II
HUM34-2 · CORE
Syllabus
1 ECTS
12h
Digital Threats & Cybersecurity
HUM34-3 · CORE
Syllabus
1 ECTS
12h
Foreign Languages III
HUM34-4 · CORE
Syllabus
1 ECTS
12h
Mathematics
Linear Algebra III — Euclidean Spaces
MAT31-1 · CORE
Syllabus
3 ECTS
30h
Probability & Statistics II — Continuous, Limit Theorems & Hypothesis Testing
MAT31-2 · CORE
Syllabus
3 ECTS
30h
Information Theory & Statistical Learning Foundations
MAT31-3 · ELECTIVE
Syllabus
2 ECTS
38h
Applied Probability, Simulation, and Experimental Inference
MAT31-5 · ELECTIVE
Syllabus
1 ECTS
22h
Math for Data Practice
MAT31-6 · ELECTIVE
Syllabus
1 ECTS
18h
Semester S04
384h · 31 ECTS
Business
Management & Organizational Behavior
BUS43-1 · CORE
Syllabus
2 ECTS
22h
Operations & Supply Chain Management
BUS43-2 · CORE
Syllabus
2 ECTS
22h
Valuation & Investment Analysis
BUS43-3 · CORE
Syllabus
2 ECTS
22h
International Economics & Globalization
BUS43-4 · CORE
Syllabus
2 ECTS
22h
BDD IV
BUS43-5 · CORE
Syllabus
4 ECTS
28h
Data
Machine Learning II — Supervised models
DAT42-1 · CORE
Syllabus
2 ECTS
22h
Coding & Working with LLMs
DAT42-2 · CORE
Syllabus
1 ECTS
16h
Machine Learning III — Unsupervised models
DAT42-3 · CORE
Syllabus
2 ECTS
22h
Achieving an ML Proof of Concept
DAT42-4 · CORE
Syllabus
1 ECTS
22h
Humanities and soft skills
Geopolitics IV
HUM44-1 · CORE
Syllabus
1 ECTS
12h
GMAT Preparation
HUM44-2 · CORE
Syllabus
1 ECTS
12h
Life Skills & Personal Finance
HUM44-3 · CORE
Syllabus
1 ECTS
12h
Foreign Languages IV
HUM44-4 · CORE
Syllabus
1 ECTS
12h
Mathematics
Linear Algebra IV — SVD & Applications
MAT41-1 · CORE
Syllabus
3 ECTS
30h
Advanced Estimation
MAT41-2 · CORE
Syllabus
1 ECTS
26h
NN & Deep Learning Math
MAT41-3 · CORE
Syllabus
3 ECTS
30h
Differential Equations
MAT41-4 · ELECTIVE
Syllabus
1 ECTS
26h
Applied Estimation & Data Modeling
MAT41-5 · ELECTIVE
Syllabus
1 ECTS
26h
Semester S05
30 ECTS
Internship
Internship
INT50-1 · CORE
Syllabus
30 ECTS
Semester S06
506h · 42 ECTS
Business
Corporate Finance Leadership
BUS63-1 · CORE
Syllabus
2 ECTS
22h
Tech & Platform Strategies
BUS63-2 · CORE
Syllabus
2 ECTS
22h
Global Financial Systems & Economic Governance
BUS63-3 · CORE
Syllabus
2 ECTS
22h
Strategic Allocation
BUS63-4 · CORE
Syllabus
2 ECTS
22h
BDD V
BUS63-5 · CORE
Syllabus
2 ECTS
30h
Launch & Scale — Go-to-Market Strategy
BUS63-6 · ELECTIVE
Syllabus
2 ECTS
22h
Entrepreneurial Finance
BUS63-7 · ELECTIVE
Syllabus
2 ECTS
22h
Financial Instruments
BUS63-8 · ELECTIVE
Syllabus
2 ECTS
22h
Investment Philosophies
BUS63-9 · ELECTIVE
Syllabus
2 ECTS
22h
Financial Due Diligence
BUS63-10 · ELECTIVE
Syllabus
2 ECTS
22h
Strategic Due Diligence
BUS63-11 · ELECTIVE
Syllabus
2 ECTS
22h
Data
Introduction to Generative AI and LLMs
DAT62-1 · CORE
Syllabus
2 ECTS
22h
Neural Networks
DAT62-2 · ELECTIVE
Syllabus
2 ECTS
22h
Feature Engineering and Model Selection
DAT62-3 · CORE
Syllabus
2 ECTS
22h
Computer Vision
DAT62-4 · ELECTIVE
Syllabus
2 ECTS
22h
Humanities and soft skills
Geopolitics V
HUM64-1 · CORE
Syllabus
1 ECTS
12h
Public Policy & Institutional Analysis
HUM64-2 · CORE
Syllabus
1 ECTS
12h
Sustainable Futures
HUM64-3 · CORE
Syllabus
1 ECTS
12h
Foreign Languages V
HUM64-4 · CORE
Syllabus
1 ECTS
12h
Mathematics
Optimization
MAT61-1 · CORE
Syllabus
2 ECTS
30h
Mathematical Modeling & Decision Science
MAT61-2 · ELECTIVE
Syllabus
2 ECTS
30h
Math for ML
MAT61-3 · CORE
Syllabus
2 ECTS
30h
Stochastic Calculus
MAT61-4 · ELECTIVE
Syllabus
2 ECTS
30h
Electives
Mathematics Track
(pick 1)
Analysis & Depth
Applications & Interpretation
S6 Specialization
(pick 2)
AI Engineering
Adv. Mathematics
Entrepreneurship
Financial Markets
M&A and Strategy