Catalog

Bachelor of Business, Data & AI

BAC3· Albert School x Mines Paris PSL· 180 ECTS

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Semester S01356h · 30 ECTS

Semester S02378h · 30 ECTS

Semester S03372h · 30 ECTS

Semester S04384h · 30 ECTS

Semester S050h · 30 ECTS

Semester S06506h · 30 ECTS

InternshipCore0h30

INT50 Internship0h30

FoundationsCore38h3

Linear Algebra ICore38h3

Set StructuresAnalysis & Depth22h2

Descriptive Statistics & Data ReasoningApplications & Interpretation22h2

MAT11 Mathematics120h10

Linear Algebra IICore34h2

Probability & Statistics I (discrete)Core34h2

Multivariable AnalysisCore22h2

Discrete Stochastic Models & ConcentrationAnalysis & Depth22h2

Graph TheoryApplications & Interpretation18h2

MAT21 Mathematics130h10

Linear Algebra III — Euclidean SpacesCore30h3

Probability & Statistics II — Continuous, Limit Theorems & Hypothesis TestingCore30h3

Information Theory & Statistical Learning FoundationsAnalysis & Depth38h2

Applied Probability, Simulation, and Experimental InferenceApplications & Interpretation22h1

Math for Data PracticeApplications & Interpretation18h1

MAT31 Mathematics138h10

Linear Algebra IV — SVD & ApplicationsCore30h3

Advanced EstimationCore26h1

NN & Deep Learning MathCore30h3

Differential EquationsAnalysis & Depth26h1

Applied Estimation & Data ModelingApplications & Interpretation26h1

MAT41 Mathematics138h9

OptimizationCore30h2

Math for MLCore30h2

Mathematical Modeling & Decision ScienceAdv. Mathematics30h2

Stochastic CalculusAdv. Mathematics30h2

MAT61 Mathematics120h8

Introduction to Data with SpreadsheetCore16h1

Programming in PythonCore40h3

Pandas ICore16h2

DAT12 Data72h6

Scraping, Pandas II & Algorithmic ThinkingCore28h2

Software Engineering & Code DesignCore28h2

SQL & Data QueryingCore28h2

DAT22 Data84h6

Intro to Machine LearningCore16h1

Exploratory Data Analysis & Data QualityCore16h1

Machine Learning I — Linear and Logistic ModelsCore22h2

APIs, Automation & Data PipelinesCore16h2

DAT32 Data70h6

Machine Learning II — Supervised modelsCore22h2

Coding & Working with LLMsCore16h1

Machine Learning III — Unsupervised modelsCore22h2

Achieving an ML Proof of ConceptCore22h1

DAT42 Data82h6

Introduction to Generative AI and LLMsCore22h2

Feature Engineering and Model SelectionCore22h2

Neural NetworksAI Engineering22h2

Computer VisionAI Engineering22h2

DAT62 Data88h8

Marketing FundamentalsCore22h2

Designing Operations from ScratchCore22h2

Financial Accounting & StatementsCore22h2

MicroeconomicsCore22h2

BDD ICore28h4

BUS13 Business116h12

Sales, Negotiation & Client RelationsCore22h2

Business Models & Value CreationCore22h2

Financial Diagnosis & Management ControlCore22h2

MacroeconomicsCore22h2

BDD IICore28h4

BUS23 Business116h12

Advanced Marketing — Growth & Customer AnalyticsCore22h2

Competitive StrategyCore22h2

Corporate FinanceCore22h2

Labour Economics & InequalitiesCore22h2

BDD IIICore28h4

BUS33 Business116h12

Management & Organizational BehaviorCore22h2

Operations & Supply Chain ManagementCore22h2

Valuation & Investment AnalysisCore22h2

International Economics & GlobalizationCore22h2

BDD IVCore28h4

BUS43 Business116h12

Corporate Finance LeadershipCore22h2

Tech & Platform StrategiesCore22h2

Global Financial Systems & Economic GovernanceCore22h2

Strategic AllocationCore22h2

BDD VCore30h2

Launch & Scale — Go-to-Market StrategyEntrepreneurship22h2

Entrepreneurial FinanceEntrepreneurship22h2

Financial InstrumentsFinancial Markets22h2

Investment PhilosophiesFinancial Markets22h2

Financial Due DiligenceM&A and Strategy22h2

Strategic Due DiligenceM&A and Strategy22h2

BUS63 Business250h22

Geopolitics ICore12h1

Career Workshop ICore12h1

Philosophy I — The Examined LifeCore12h1

Foreign Languages ICore12h1

HUM14 Humanities and soft skills48h4

Geopolitics IICore12h1

Law Fundamentals & GDPRCore12h1

Philosophy II — Ethics, Desire & DecisionCore12h1

Foreign Languages IICore12h1

HUM24 Humanities and soft skills48h4

Geopolitics IIICore12h1

Career Workshop IICore12h1

Digital Threats & CybersecurityCore12h1

Foreign Languages IIICore12h1

HUM34 Humanities and soft skills48h4

Geopolitics IVCore12h1

GMAT PreparationCore12h1

Life Skills & Personal FinanceCore12h1

Foreign Languages IVCore12h1

HUM44 Humanities and soft skills48h4

Geopolitics VCore12h1

Public Policy & Institutional AnalysisCore12h1

Sustainable FuturesCore12h1

Foreign Languages VCore12h1

HUM64 Humanities and soft skills48h4

356h · 30 ECTS

378h · 30 ECTS

372h · 30 ECTS

384h · 30 ECTS

0h · 30 ECTS

506h · 30 ECTS

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