Artificial Intelligence & Machine Learning
Neural networks, transformers and applied ML workflows ΓÇö train, evaluate and deploy models with scikit-learn...
From Python basics to Pandas, NumPy, Matplotlib and SQL ΓÇö analyse real datasets and present insights that drive decisions.
From Python basics to Pandas, NumPy, Matplotlib and SQL ΓÇö 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 ΓÇö 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 ΓÇö advanced Excel, Power Query, DAX and Power BI storytelling for...