T-Hub Academy Mentor-led · Monthly subscription
Master Data & AI — from zero to portfolio
Pick a track and a tier. Learn in a modern stack with projects, code reviews, and a free intro call to plan your roadmap.
We teach the tools teams use:
AWSSnowflakeDatabricksdbtAirflowKafkaVector DBPower BIPostgresDocker
Free mentor call
- Everything in Basic
- Weekly 45-min mentor calls
- Code reviews on projects
- Capstone feedback
14-day money-back · Cancel anytime
Programs
Programs
Pick a track that matches your goal.
Python Developer
From basics to production apps
Beginner8–10 wks5–7 hrs/week
Python 3FastAPISQLAlchemyPostgresRedis
What you’ll learn
- Confident Python with typing, tests and OOP
- Design and ship REST APIs on FastAPI
- Use Postgres/Redis and containerize with Docker
- Deploy simple services and write CI
Tech stack
Python 3FastAPISQLAlchemyPostgresRedisDockerPyTestCI/CD
Projects
FastAPI Service
JWT auth, ORM, pagination, logging
Async Worker
Task queue, retries, monitoring
Data Engineer
Pipelines, orchestration, cloud
Intermediate10–14 wks6–8 hrs/week
PySparkAirflowdbtKafkaAWS S3
What you’ll learn
- ETL/ELT patterns with Spark and dbt
- Orchestrate with Airflow and CDC streaming
- Design cost-aware lakehouse on AWS
- Add observability & data tests
Tech stack
PySparkAirflowdbtKafkaAWS S3GlueEMR/LambdaLakehouse
Projects
Batch + Streaming
Kafka → Spark → bronze/silver/gold
dbt Warehouse
Models, tests, docs, snapshots
Data Analyst
SQL power user + dashboards
Beginner8–10 wks4–6 hrs/week
Advanced SQLPandasSupersetPower BIA/B
What you’ll learn
- Model data with advanced SQL
- Analyze with Pandas and notebooks
- Build dashboards in Superset/Power BI
- Tell stories with metrics and A/B tests
Tech stack
Advanced SQLPandasSupersetPower BIA/BMetrics
Projects
Product Analytics
Cohorts, funnels, retention
BI Dashboard
Executive KPIs & alerts
AI/LLM Engineer
From prompts to production RAG
Intermediate10–16 wks6–9 hrs/week
OpenAI/LLM APIsPrompt & evalsVector DBRAGAgents
What you’ll learn
- Evaluate prompts with metrics that matter
- Build RAG with a vector DB and caching
- Wire tools/agents with safety guardrails
- Control latency and cost in prod
Tech stack
OpenAI/LLM APIsPrompt & evalsVector DBRAGAgentsGuardrailsE2E monitoring
Projects
RAG Service
Indexer, retriever, reranker, evals
Agent Tooling
Tool use, memory, monitoring
Why students choose us
Job-ready focus
Portfolio projects and hiring signals recruiters recognize.
Modern stack
AWS, dbt, Airflow, Kafka, vector DBs — not academic toys.
Mentor support
Practitioners from industry. Honest feedback and reviews.
Clear roadmap
Weekly plan, deadlines and checklists keep you on track.
Popular
Premium
€79
per month
- Everything in Basic
- Weekly 45-min mentor calls
- Code reviews on projects
- Capstone feedback
Ultimate
€199
per month
- Everything in Premium
- 1:1 mentorship & roadmap
- Interview prep & CV review
- Job-search workshop
Success stories
Nika • Analyst
“3 dashboards → interviews in 6 weeks.”
Emre • DE
“Spark+Airflow pipeline → promotion.”
Julia • AI/LLM
“Deployed a RAG service with evals.”
FAQ
Do I need experience?＋
No. Start from Python basics and ramp up. We keep it beginner-friendly.
Is it monthly?＋
Yes. It’s a monthly subscription; cancel anytime.
Live or self-paced?＋
Self-paced videos + tasks for all tiers; Premium/Ultimate add weekly mentor calls.
Can I switch tracks?＋
Within first 14 days you can switch once for free.
Do I get a certificate?＋
Yes, plus portfolio guidance and feedback.
Talk to a mentor this week
15-min intro call to pick a track and plan your roadmap.