About this course
This end-to-end program takes you from absolute beginner to confident practitioner across the full data science lifecycle. You’ll start by learning core concepts, workflows, and tooling, then master Python, SQL, and data ingestion. You’ll progress through data wrangling, cleaning, and exploratory analysis, and build a solid foundation in probability and statistics to make sound, testable inference...
What you'll learn
- Write clean, production-ready Python for data tasks and build reproducible workflows
- Ingest and query data from files, APIs, and relational databases using SQL
- Clean, transform, and wrangle datasets with NumPy and Pandas for analysis
- Perform exploratory data analysis and visualize insights with professional tools
- Apply probability and statistics to make testable, data-driven inferences
- Implement and evaluate supervised and unsupervised machine learning models
- Design feature engineering strategies and build scalable ML pipelines
- Develop time series forecasting and natural language processing solutions
- Train foundational deep learning models and understand deployment considerations
- Deploy, monitor, and maintain models with MLOps best practices and ethics
Prerequisites
No prior coding required; basic high-school algebra and a willingness to practice programming and statistics.
- Level
- Beginner· Level
- Duration
- 24 weeks (approx. 180 hours)· Duration
- Language
- English· Language
- Modules
- 15· Modules
Skills you'll gain
- Python programming
- SQL and data ingestion
- Data wrangling and cleaning
- Exploratory data analysis
- Probability & statistics
- Supervised & unsupervised ML
- Feature engineering & pipelines
- Time series forecasting
- Natural language processing
- Model deployment & MLOps
What you'll study
15 modules — work at your own pace.
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Why people choose jypi for their learning
“Being able to go at my own pace changed everything. I fit learning in around my job and family — no pressure, just progress when I'm ready.”
“I took what I learned here and used it straight away on a new initiative at work. My manager noticed the difference within a few months.”
“My degree didn't cover half the stuff I needed for my role. jypi filled those gaps with courses I could actually finish.”
“It's not only about career. I learn because I'm curious. jypi lets me follow that without limits.”
