Artificial Intelligence & Machine Learning
Neural networks, transformers and applied ML workflows - train, evaluate and deploy models with scikit-learn,...
From Python basics to Pandas, NumPy, Matplotlib and SQL - analyse real datasets and present insights that drive decisions.
From Python basics to Pandas, NumPy, Matplotlib and SQL - analyse real datasets and present insights that drive decisions.
The Python for Data Science & Analytics program at ITA Academia is a 12-week, mentor-led track designed around real industry workflows. Every module combines live instruction with guided labs, and ends with a graded deliverable that goes straight into your portfolio.
Graduates receive an ITA Academia verified certificate of completion and a transcript of assessed projects. Selected students are recommended to hiring partners and internship programs.
No prior experience required. Basic computer literacy and a laptop are recommended.
Hands-on sessions, guided labs and a graded assignment covering python programming essentials.
Hands-on sessions, guided labs and a graded assignment covering numpy & scientific computing.
Hands-on sessions, guided labs and a graded assignment covering pandas data wrangling.
Hands-on sessions, guided labs and a graded assignment covering data visualisation.
Hands-on sessions, guided labs and a graded assignment covering sql for analysts.
Hands-on sessions, guided labs and a graded assignment covering statistics for data science.
Hands-on sessions, guided labs and a graded assignment covering exploratory data analysis project.
Hands-on sessions, guided labs and a graded assignment covering dashboards & reporting.
The Python for Data Science track changed my career. The instructors explained statistics in a way my university never did.
Neural networks, transformers and applied ML workflows - train, evaluate and deploy models with scikit-learn,...
CNNs, RNNs, diffusion models and LLM application development with LangChain, vector databases and RAG pipeline...
Turn spreadsheets into executive dashboards - advanced Excel, Power Query, DAX and Power BI storytelling for b...