Courses & Training Tracks

Industry-aligned curricula in AI, Data and Software — designed by Siffrum Analytics engineers and updated every quarter.

Track 01

Artificial Intelligence & Machine Learning

Become job-ready as an ML / AI engineer. Covers Python foundations, statistics, classical ML, deep learning, NLP, computer vision and modern Generative AI / RAG systems.

PythonNumPy/Pandasscikit-learnPyTorchTransformersLangChainRAG

Enroll in AI/ML

Track 02

Data Science Professional Track

From data wrangling and EDA to ML pipelines, model deployment and basic MLOps — taught with real datasets used in our consulting work.

EDAFeature EngineeringModelingMLflowDeployment

Enroll in Data Science

Track 03

Data Analytics & Business Intelligence

Become an analyst recruiters want. Master SQL, advanced Excel, Power BI and Tableau — and learn how to tell stories with data.

SQLExcelPower BITableauStorytelling

Enroll in Data Analytics

Track 04

Software Engineering & Full-stack Development

DSA, system design fundamentals, Git, modern full-stack web with React + PHP/Node — and the engineering hygiene every product team expects.

DSAJavaScriptReactPHPNode.jsREST APIsGit/CI

Enroll in Software Engineering

Track 05

Cloud Solutions (AWS · Azure · GCP)

Cloud fundamentals, IAM, networking, compute, storage, databases — plus containers, Kubernetes and CI/CD pipelines used in modern cloud teams.

AWSAzureGCPDockerKubernetesDevOps

Enroll in Cloud

Not sure which track is right for you?

Talk to our admissions team for a free 15-minute counselling call.

Talk to Admissions